Dennis Hoffman, Dell Technologies | Dell Technologies World 2021
>>Okay, welcome back to the cubes coverage of Del tech world. I'm john for your host of the cube we're here for virtual coverage were not yet face to face as we start to come out of covert, we're still doing the remote but we got the cube virtual. We're here with Dennis Hoffman, senior Vice President, General Manager for the telecom Systems business group within Dell Technologies dead. It's great to see you. Thanks for coming in CUba alumni. Thanks for coming on. >>My pleasure, john great to see you and look forward to the days when we can stop doing this virtually. >>Well, you guys have been certainly pumping out a lot of content and right now telco cloud telco disruption is big. We heard Michael Dell last event and even when we were in person in real life, we he was really laying down the five G leadership now with hybrid cloud, um, standardized, pretty much I mean, consensus is no, no debate really. It's hybrid multi cloud on the horizon. That's still just a subsystem of basically distributed computing A. K. A hybrid cloud makes the edge a huge part of the story this year. And the innovations all around telecom, Edge in five G have been around and they're changing really fast. What's how are these Edge in five G technologies impacting the market today? >>Yeah, it's uh is fascinating times, I'll tell you they are providing really the ultimate carrots, you know, the catalyst for um innovation in the market and really driving the world's network operators To uh want to take advantage of all the opportunity that the edge presents and that 5G enables. And it's, you know, at the end of the day, it's really forcing folks to think hard about if they have the right network architectures to enable that to capture that opportunity to have the right kind of capabilities. And so we're seeing an awful lot of interest in network desegregation, network modernization, various forms of adopting the technology is you and I are familiar with from years of what's going on in data center evolution are really starting to hit the telco network now at a really, really interesting time >>while we're on the landscape. Do you want to get your opinion on something? I've been hearing a lot, certainly in interviewing other folks here at Dell tech world and in the industry about how the edge and the data compute equation and the connectivity has changed how they're going to lay out essentially their factory, their plants, their operations and certainly covid pushing everyone at home has changed the game on how data is being computed on and how apps are being built. This is a huge five G opportunity certainly when you start to get into the business impact, autonomous vehicles, I've been doing stories about autonomous boats and everything we could have an autonomous cube soon. So, you know, everything is autonomous which drives to this whole edge piece, What's your take on that? >>Yeah, you know, it's, it's funny for years we've been talking about on prem and off prem, like there's two problems there turns out there's a third Prem, right? There is the other premises and that is not the private data center and not the public cloud. And when you stop and think about it, it it makes sense because at the end of the day, wherever we can get data, we can create digital advantage and it's always been cheaper and more effective and faster to move compute to data than to move data to compute. So technology is like 5G are beginning to make it possible to run very interesting applications in very different places and capture what is predicted to be some 3/4 of the data created over the next decade is going to get created somewhere other than a private data center or a public cloud. And that's the edge, you know, in telcos, look at that third premises as their opportunity to get another bite of the apple on services. Four G was kind of a story of the over the top. Players really took the profit pool and made a lot of money from the over to the netflix is to the itunes and so on and so forth. But when you come back to Five G and think of it kind of as the Enterprise G, it's a chance now for the world's network operators to really get a chunk of that profit pool that comes from the emergence of this third premises called the edge >>Enterprise G. I love that, I'm gonna steal that from you. It's a great, great uh >>somebody else >>uh Yeah, the new trend, but it's a business, it's a business opportunity again, totally cool. And consumers to um okay, so you got your out on the road a lot. I know that we've talked in the past on the cube. There's a lot of discussions in the industry, as well as customers that you're having. What are you hearing? What are the some of the pain points are, see Covid has unveiled unveiled new use cases, people had had adapted to it. There's adaptations that are out there that are new and then things that might not happen again. What are you hearing from customers? >>Yeah, I would say in summary, we're hearing a mix of optimism and uncertainty, optimism around all the stuff we just talked about and that you mentioned, you know, it's it's a blank from anywhere. World right work from anywhere, learn from anywhere. Medicine from anywhere. And you know, if the pandemic has taught us anything, it's about the absolute necessity of communications technology to the world we live in today. The uncertainty comes from this question of, okay, so I know that there's this big opportunity and I know that I need to modernize my network architecture and kind of change the way I operate to capture it all. But the architecture is I run on today, make that really hard. And the architecture is that that the modern data center is built on, We know they work. But how do I get them in a way that allows me to build a resilient, high performance agile communications network. Um, you know, today we uh we face a world in which we see, we have a world in which solutions are delivered very fairly monolithically in the network uh for network operators but going forward, the power to potentially decompose all of that is wonderful provided it can be recomposed in a way they can consume. And I think that's where the uncertainty lies. There's a lot of testing and trialing of pieces of applications of underlying hardware, infrastructure, servers, accelerators, um certainly different types of virtualization and container ization technologies. But in the end these networks need to run it many many many nines um and they need to be extremely robust and pulling together a lot of different components from the open ecosystem is a daunting challenge for most of the network operators. >>You know, I hear you saying about the opportunity recognition and the re factoring how we called re composing this opportunity here and again. I like this enterprise G angle because what it means is that it's not the consumer the only it's it's everything. It's a complete consumer ization of I. T. So it's a whole another edge landscape. Prem third, the third premise is the edge. All good. I've always so set on the cube and certainly Dave and I have David and I have riffed on this is that you know, everything is now cloud operations and the data center is a big edge and then you've got other pieces that are just edges. A distributed system kind of sounds like a computer in the cloud. So this is kind of operating model. So I have to ask the question which is in telco, if it's gonna be distributed like that and it's going to be operated at scale, how is Dell responding to capture the mind share and customers using Dell in this new telco disruption? Because it's kind of you got to keep the lights on and you gotta also get them in a position to take advantage of the new opportunity. How are you responding? >>Yeah, Well, we're trying to we're literally trying to fill that gap, you know, the talking to the world's uh modern or say the world's telecom network operations leaders. We've uh we've had a lot of conversations with folks about what they need to do and what's holding them back from really in many ways taking advantage of the digital transformation that that's kind of rippling through the economy. And as they kind of laid that out to us, we decided that it was an enormous opportunity for Dell that this this uh you know, this new network will be fundamentally built on computer technology uh and it will be open industry standard computer technology. And on top of that we will use virtualization. And if this begins to sound like the way data centers are being built, because that's exactly what's happening. But more than that, I think there's a need for an at scale substantial provider that the world's biggest carriers can bet on and feel they can trust as a strategic partner to not only pull the ecosystem together, validated, certified, curated a little bit uh, and deliver it as an outcome, but then stand behind it running and importantly, do all of that in a way that doesn't constrain the continuous innovation. That's really the hallmark of some of these modern architecture. So for us, we see, you know, an opportunity that is literally perfectly built for a company like dealt and that's why we decided to invest in it. That's why you hear Michael talking about it a lot. Uh it's um, you know, it's it's really super well aligned with our strategy, we think it's actually key to winning the edge. Uh and and it's also really well aligned with our purpose, you know what this company exists to accelerate human progress through technology. And this little slice of it is all about accelerating communications and the transformation of modern networks to do exactly that right, To help close the digital divide, to bring fair and equitable medicine and learning to all, um and to allow us all to work from wherever we're working. So it's uh it's something that we're excited about on multiple levels and we think the company is really built for the distributed computing environment that a modern telco network represents. >>Yeah, what's interesting is that the value that you guys can enable at the edge, his real impact, It's not just data center and compute and have applications. Remember the old days I got my crm in my E. R. P and I got my apps on my systems and it's all good now. Business is completely software enables, it's the entire business and the business is software naval, which means that you have to have that edge. So I totally love of the positioning and strategy. I have to ask you if you don't mind, where is the residents with customers when you look at the telco enablement there that you're enabling them to do what's resonating the most, what's jumping out from the telescopes in terms of what Dell's doing for them And the customers, you mentioned tele medicine, which by the way, is an amazing impact to the world. Just one example. But where's the residence? >>Yeah. You know, first we we are what we are. Right. So it's, I think with a lot of conversations, it begins with, um, the telecommunications network needs server technology, but it needs very specific kinds of server technology built in very specific ways. Um, the, you know, the needs of compute at the base of a cell tower on a hill in Montana in the middle of winter are different than we've been building for data centers for years. So I think the first thing that resonates it, I need it, I need a very specific kind of open compute, uh, infrastructure hardware foundation that is industry standard. And, and we turn to somebody like Delta do do exactly that. But what we've learned is there's so much more than that because really we need to begin to deliver outcomes on top of that foundation. Uh, First outcome, we need to deliver his modern operations and maintenance of a distributed network. Zero touch provisioning, zero touch upgrading. How can we impact the total cost of maintenance and ownership in a meaningful way, um, for a network that is in fact constructed out of a fabric of server. On top of that there's the actual network core network services, Edge, the radio access network. And how do we successively open up each section of the network, driving computing storage all the way to the edge? Because for many organizations in the world, many enterprises, their edge will actually be on the telco premises. Right. The telco edge will be their edge. Some of the bigger companies certainly can build their own. But as you get in the world of medium and small business, the person they buy their circuits from and their communications from. If they have the ability to deliver them private slices of networks and virtual compute and storage, that's going to be how they get after it. So you know for us that next piece that resonates is the ability to pull together solutions like we've been doing for years with the ex rail hyper converged the stuff we did with the C. E. Back in the day and then last >>I'm just saying that you know you're bringing up things that kind of sound. It's super complex physical plant and equipment. You're talking about real hard and purpose built devices in the past very operational technology oriented stuff and then that has to have I. T. Agility right? And then have scalability behind it and complete you know integration this is not obvious and easy. It's hard. >>Yeah. No I mean software doesn't run on software right? Software runs on hardware and so as much as a lot of the power and the interest comes from what the application can do underlying it all is a capability to distribute, compute and storage to where the application or the software wants to run or runs best. That's what's really cool about five G is its ability to do the stuff you mentioned earlier on, you know, the, the G Wiz stuff, drones and autonomous and a AR and VR and all the things that ultra reliable, low latency communication would make possible on a grand scale that really bring the machines into the picture, not just humans on the edge. It's the stuff, right? That that's on the edge and we've been talking about it for a long time, but none of it's gonna matter if we don't put this infrastructure foundation in place. Then we got to lay an open marketplace of containerized network functions. Virtualized network functions on top of that all to enable our network operators to deliver interesting services to end users. It's >>super exciting. I got to say that it's a super exciting because you know, it's coming it's like the energies there, it's like the, you know, the storm's coming of disruption in the innovation because you think about what containers and cloud native kubernetes the cloud native technologies can do for legacy because its shelf life and more headroom, right? So you can you can win these telcos can actually not only pivot but line extension into new capabilities. So they tend to be very strong technically is an operator, operator networks, the hard tech stuff, physical stuff and software but not known for it. I mean but now there's a huge opportunity that's gonna come around the corner. I'm bullish on Iot and edge where you have the O. T. And I. T. Coming together. It's really compelling And it's going to be radically different I think in the next 5 to 10 years what's your take on that in terms of outlook? >>Couldn't agree more. Yeah I mean it's you know it's for those of us are in the industry always the knowledge of what's coming or the belief in what's coming. The hype precedes the actual development. But you know just as I don't know 15 20 years ago the idea that you can completely disrupt the taxi industry with an app and a four G smartphone service was in nobody's mind except maybe a couple of people. You >>know it >>makes you wonder what is the what is the uber equivalent of a business service that will be fundamentally enabled by the architecture we just described that we're not thinking about right now and that's why every time we move from a centralized computing model to a decentralized computing models that decentralized computing models dramatically larger than a centralized, >>way >>bigger than mainframe. Edge, way bigger than client server, which is already way bigger than cloud, Public. Cloud. And so I think it's, you know, there's a, there's a lot of promise, a lot of excitement. Still a long way to go though. A lot of the stuff we're talking about still is not actually rolled out into the network. Um and that's kind of the opportunity for somebody like them. >>Yeah. And decentralized and open winds. It's funny you mentioned high, we were talking David was just talking with Michael Dell and Pat Gelsinger in 2013. We're talking hybrid cloud, that's 78 years ago. Okay, so good stuff. Let's get into the news real quick. Um Deltek World, you've got some news coming. Uh Let's dig into it. Please share some of the outlook of the news. You're gonna be you're you're announcing here? >>Yeah, thanks. Sure, john, I mean, we're gonna be announcing two things relative to the telecom portfolio. Uh and they're both reference architectures with VM ware. One is the second edition of the telco cloud platform for five G. Um, so that's a Delvian where reference architecture, that is exactly what we just talked about. It's this open software defined on industry standard hardware platform, um for running 5G applications. And then the other one is the first version of the telco cloud platform for the radio access network, TCP ran as we would call it. Um and as we start to push this technology from the core out towards the edge of the telecom network. So to really interesting developments in in deep partnership with VM ware and stuff, we've been working on for a while stuff, we are in fact working on with customers and delivering today and we'll be making formal announcements about those at the D T W show. >>Awesome. Dennis, thanks for coming on the Cuban, sharing the update and thanks for the industry insight. Uh, I love the telco shift that's going on. It's an extension of existing, I think cloud native saves the day here with telco and allows the completely different landscape to evolve. So you guys were on top of it. Thanks for sharing S VP and general manager, the telecom systems business with Dell Dennis. Hoffman. Thanks for coming on. >>Thanks john Okay >>cube coverage here. Del Tech world. I'm john for a year. Thanks for watching. Yeah.
SUMMARY :
It's great to see you. of the story this year. the ultimate carrots, you know, the catalyst for um innovation compute equation and the connectivity has changed how they're going to lay out essentially made a lot of money from the over to the netflix is to the itunes and so on and so forth. It's a great, great uh There's a lot of discussions in the industry, as well as customers that you're having. optimism around all the stuff we just talked about and that you mentioned, you know, it's it's a on the cube and certainly Dave and I have David and I have riffed on this is that you know, everything is now cloud So for us, we see, you know, an opportunity that is literally perfectly it's the entire business and the business is software naval, which means that you have to have that edge. of the network, driving computing storage all the way to the edge? And then have scalability behind it and complete you much as a lot of the power and the interest comes from what the application can do I got to say that it's a super exciting because you know, it's coming it's like the energies there, the idea that you can completely disrupt the taxi industry with an app and a four G smartphone service was A lot of the stuff we're talking about still is not actually rolled out into the network. of the news. One is the the telecom systems business with Dell Dennis. Thanks for watching.
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
Dennis | PERSON | 0.99+ |
2013 | DATE | 0.99+ |
David | PERSON | 0.99+ |
Michael | PERSON | 0.99+ |
Dennis Hoffman | PERSON | 0.99+ |
Montana | LOCATION | 0.99+ |
Dave | PERSON | 0.99+ |
Delta | ORGANIZATION | 0.99+ |
Dell Technologies | ORGANIZATION | 0.99+ |
Pat Gelsinger | PERSON | 0.99+ |
Dell | ORGANIZATION | 0.99+ |
telco | ORGANIZATION | 0.99+ |
Michael Dell | PERSON | 0.99+ |
john | PERSON | 0.99+ |
two problems | QUANTITY | 0.99+ |
both | QUANTITY | 0.99+ |
first version | QUANTITY | 0.99+ |
itunes | TITLE | 0.98+ |
uber | ORGANIZATION | 0.98+ |
one example | QUANTITY | 0.98+ |
apple | ORGANIZATION | 0.98+ |
netflix | ORGANIZATION | 0.98+ |
this year | DATE | 0.97+ |
second edition | QUANTITY | 0.97+ |
One | QUANTITY | 0.97+ |
pandemic | EVENT | 0.97+ |
each section | QUANTITY | 0.97+ |
first | QUANTITY | 0.96+ |
two things | QUANTITY | 0.96+ |
third | QUANTITY | 0.96+ |
today | DATE | 0.96+ |
78 years ago | DATE | 0.95+ |
telcos | ORGANIZATION | 0.95+ |
first thing | QUANTITY | 0.94+ |
10 years | QUANTITY | 0.93+ |
15 20 years ago | DATE | 0.92+ |
Zero touch | QUANTITY | 0.92+ |
2021 | DATE | 0.92+ |
Delvian | OTHER | 0.91+ |
third premises | QUANTITY | 0.91+ |
third premise | QUANTITY | 0.91+ |
Del | ORGANIZATION | 0.9+ |
D T W | EVENT | 0.89+ |
next decade | DATE | 0.87+ |
Dennis. Hoffman | PERSON | 0.86+ |
Enterprise G. | TITLE | 0.83+ |
G Wiz | COMMERCIAL_ITEM | 0.83+ |
zero touch | QUANTITY | 0.82+ |
a year | QUANTITY | 0.81+ |
one | QUANTITY | 0.81+ |
edge | ORGANIZATION | 0.79+ |
Five G | ORGANIZATION | 0.79+ |
Iot | ORGANIZATION | 0.77+ |
5 | QUANTITY | 0.76+ |
3/4 of | QUANTITY | 0.74+ |
Enterprise G | TITLE | 0.73+ |
First outcome | QUANTITY | 0.73+ |
Four G | TITLE | 0.73+ |
telco edge | ORGANIZATION | 0.72+ |
years | QUANTITY | 0.72+ |
Dell Technologies World | ORGANIZATION | 0.69+ |
CUba | ORGANIZATION | 0.68+ |
nk cloud | ORGANIZATION | 0.62+ |
Cuban | LOCATION | 0.6+ |
Deltek World | ORGANIZATION | 0.58+ |
G | ORGANIZATION | 0.54+ |
Covid | PERSON | 0.5+ |
Prem | COMMERCIAL_ITEM | 0.48+ |
telco | TITLE | 0.46+ |
Edge | COMMERCIAL_ITEM | 0.44+ |
five | TITLE | 0.4+ |
Dave Brown, Amazon | AWS re:Invent 2020
>>from around the globe. It's the Cube with digital coverage of AWS reinvent 2020 sponsored by Intel and AWS. Yeah. Welcome to the cubes. Virtual coverage of 80 was reinvent 2020. I'm John for your host. We are the Cube virtual not there in person, but we're doing remote, as is a W s. Although there there on stage live. And we're here with Dave Brown, Vice President of the Sea, to compute. Great to see you again. Great keynote last night, kicking off everything for the opening night. Great stuff. >>Yeah, well, John, it's always good to be on the Cuban. Thanks for having me back. >>You know, you're in the hot seat these days in the sense of there's so much going on. I mean, Andy, that could do a three week announcement. Keynote. It was like in three hours of nonstop you take a break to go The bathroom. You missed two announcements, right? So, so much going on. You opened up reinvent 2020 with your announcement ec2 of mac instances. And there was a ton of compute. And the theme was really you know, reinventing and reimagining compute both. I want to get into that. But let's start with the hard news. Tell me about the Mac instances. Um, you had a great use case there, That kind of illustrated in your talk. But where is this coming from? It's obviously Mac developers are big, but is this market something that you guys saw from customers or was a necessity? Take us through the thinking around the Mac instance. Easy to for Mac instances, um are going for >>absolutely absolutely So I mean me personally Matthews, a longtime Matthews that we've often thought about. Could we ever bring Mac OS to AWS? Right This thing we've spoken about on and off for many, many years and, you know, it was about a year and a half about two years ago. You know, we're always hearing new use cases from customers, and that's kind of what we're doing. So we're saying what a customer is trying to do that we don't support today, and how would we support them in that? And we started a year from customers that they have been able to successfully migrate all of the AWS workloads to AWS. So most of the server workloads to AWS and then they've got this Mac bold workload that they just weren't able to bring to us. We just didn't support Max into. It was a great example who I had on stage with me last night where you know, they over the last couple of years have been moving Ah, lot of their workloads to AWS. And and then they had these Mac money sitting around that they had to manage themselves. And so we said, could we actually do this? And so that was the one thing the customer ask. And the other thing that we realized was with the nitro system in the work that we've been doing there over the last, you know, six years, seven years since 2012, Really? And just where we are from the From nitro system point of view, we were able to wrap a Mac money without making any changes to it with nitro cards plugging a FireWire to the thunderbolt port and and and actually control that device. And so it means that you get the best of Apple hardware, which is what Apple's all about is the hard way that they make and the way that their software works with it. together with the nitric system and the cards around that inte integrating with the rest of AWS. So we're giving you, you know, high speed secure networking. We're giving you great access to elastic block store Was just integrates natively into the magma Nias? Well, a So we realized that the technology was there, the customer asked, was there and then obviously went to Apple and worked with them very closely to make it happen. And so that's kind of how it all came together. And I was incredibly excited to announce it last night. And the feedback today has just been amazing. A lot of excitement. >>Yeah, take me through the use case because, you know, obviously there's two trends going on. There's custom chips and server list kind of thing happening where you guys, I mean, really doing a good job of the eye as layer, innovating there and then platform as a service. All that software on top. I totally get that. You could see that happening. Chips custom ships to Intel, A, M, D. And others. Now you got Mac hardware. Where's the innovation use case because one would start would say, Hey, why don't you care about whether it's Mac hardware or not. Because I'm server lists. I should be programming the infrastructure actually be getting compute generically. Where does the Mac tying come in? Because that's the first question I was thinking of was, I'm a Mac user. I love Mac, but I'm also got some windows actually going on now. And ultimately, do I really care if it's compute? What's your reaction to that? Yeah, >>absolutely. I mean, if you look at Apple's ecosystem today, right, they have millions of applications in the APP store. They have 28 million developers worldwide, actually building those applications just incredible. And many of those applications, all these millions in the In the APP store itself, there's many more applications that are both by enterprises and companies, right? We have an application that we use internally at Amazon is available on my phone. That's not in the APP store, and you know, many companies are doing that and to build applications for the ecosystem, they have to be built on Mac hardware. And that's just how Apple works, right? So if you wanna build for iPad or iPhone or even Apple TV and Apple watch, you have to build those applications on a Mac. And so what we see companies doing is, you know, the old develop a meme off. Well, it works on my computer, right when you build something, you don't wanna be bullied on your local laptop for production. So they typically have a fleet of machines that they either under somebody's desk or in a data center somewhere that they use for for building these Mac applications. And so it's not possible to build a Mac application on anything other than a Mac itself. And we when we looked at it, we really didn't feel that virtualization made sense, right? Apple? I mean, they have some some virtualization that they're able to do within Mac OS itself. But if you think about how do we solve the customer use case, it's really bringing apple hardware too easy to to solve the problem and giving customers that exactly same exact same experience that they have on prep. And if you look into it like that, models just worked right. We gave them better access. Uh, you know, they've been using that data which you normally say, Hey, don't don't run production workloads on a beta. But you know, I found out if I interview with the BPS at Intuit critique that they've actually moved 80% of their production pulled wear clothes too easy to already to run on the Mac instances. And so that, and that's in the space of two months. And so, just as seamless ability to move because it's the same hardware is kind of what we were going >>after. Great, thanks for sharing that and say, one thing I wanna point out is Mac does have their own chips as well. They're going custom chips. Amazon's going custom chips. And I think I think you nailed what I was trying to understand, which is this developer community for Mac. And there's some things that are purpose built for Mac devices. So on Mac ecosystem, get the marketplace as well as you know, that that was the hardware PCs and devices, and they're only doing more and more. So this brings me to the i o t. Um, piece of it, because Apple does make devices that people wear and I watch is, um, iPhones. I mean, they're not computers anymore. They're everything. So this kind of brings up the edge conversation. So whether it's an iPhone or a five G in a Metro or I'm a stadium watching a football game and there's some sensor camera vision industrial thing there, this is the new normal. This is where you guys are kind of eating, eating up the software side that that business, because there's new capabilities here. Can you explain how compute he's, particularly C two gets to the edges because no one wants to move data around. They wanna move, compute, not data, because data is expensive and it's and it's fat. So we we talked about that we keep on years ago, but you gotta move. Compute. So how does that work Take us through your vision? >>Absolutely. And this is This is a massively growing area for us. I mean, you mentioned Apple's new M one silicon Apple silicon that they just launched a swell, and we're super excited about Apple's been doing there. We've been doing the same thing with our grab. It's on two processor and really saving customers. An incredible amount on price performance. Tried customers moving and getting 40% improvement and price performance just by moving to grab it on too. It's just incredible. Um, in terms of the edge, you know, we started this journey. We started this journey quite some time ago and bringing, you know, Lambda functions to cloudwatch and things like that. How do we bring compute to the edge? We took a look at five G, which I think it's gonna feel a lot of this right if if we look at our cell phones today was actually just talking to the Apple team yesterday with the iPhone, only came out, you know, 13 years ago. It's kind of amazing to think just how much progress we've had and what four g did for the device that's in our pocket in terms of, you know, just how much we rely on that today and what we get. Well, five g is just a step function in both in terms of latency, but also in terms of throughput. And so, you know, one of the projects we announced last year with Verizon and we now Andy announced this morning we're also gonna be rolling out with Katy D I and SK Telecom and Vodafone next year. Um is a project always like that brings aws compute to the edge of the telco network. And so with Verizon, we now have eight locations around the U. S. Where we have AWS compute capacity. And what I mean by that is literally C five instances uh, G four GPU instances for customers that want to do influence and graphics processing on the edge. And that's embedded into the five G network on DSO customers. You know, we've got a number of customers that are doing a lot of interesting things with five G in the sports area, where they have five G cameras that are, you know, submitted directly to wavelength. We no longer need to drive a truck to a stadium to record a game. You just have five G cameras, um, to, you know, automated factories where they doing robotics in factories and yet really low latency. And they don't want the computer, the factory they wanted in five G and so just exciting area for us. That's growing really, really quickly. Thea Other thing we did is obviously with local zones. We launched our first local zones in L a X last year, Los Angeles on that's being used by the movie industry, so you know right now is a lot of exciting up and running off the covert and shut down for a period of time and filming the next release of all of our favorite episodes and across all of these various streaming platforms. And a lot of that work is actually the post production is being done on on AWS on G four instances within the Los Angeles region. So, you know, very low agency for colorization animation, special effects, all that sort of things happening there. What we heard from a lot of customers was they loved outposts as well, which is our offering to put a server into a data center. And you heard from riot games in Andy's Keynote, where they actually bought a number of outposts and put them all over the U. S. And also other places of the world to really lower the Leighton see for their latest game. And so what Andy also just announced is the availability off three additional local zones. So Atlanta, Miami and Houston Sorry, Boston Miami in Houston available today, and then additional 12 available local zones next year, and what that does is that sort of spreads AWS capacity compute capacity at the edge in all of our major metropolitan hubs all of their capacities on the AWS backbone as well, but brings customers that low latency connectivity that they're looking for. Gaming developers were, you know, every every millisecond counts in terms of gameplay on so super excited to be going after that use case, which I think, you know, it's difficult to tell what the next 10 years is gonna be like. But I think Layton's he's gonna have a big part to play in the types of applications we see on our phones going forward. >>Great stuff, final question for you as we wrap up, obviously with virtualization with virtualization. But you know, the cove it is. And he pointed out, People are gonna change, is gonna be winners and losers. He kind of clearly pointed out, But the people who do lean into the cloud who have been on the cloud or taking advantage of the tail winds of cove in because of the capabilities there are two bills air higher, and you should be happy for that. But they're also gonna have more demand for you to say, Hey, I need more services. So How do you speak to those people who are leaning in who are leveraging, more, compute? What should they be looking at? What kinds of services should be connecting into compute? How should they be thinking about the future of compute so that they can take advantage of those capabilities? The lower costs, higher performance? What things are complementary for these customers as they come in, not toe dip in the water kind of things against really driving. And what do they need? >>Yeah, absolutely. And this has been a big focus on us. You know, things has bean, as I cover in my keynote, which leadership session that I'm doing tomorrow Wednesday. You know, a lot of this year has been helping customers through covert and what covert is meant for their business. Whether that is cost savings for many of them or whether it's just demand, you know that they've never experienced are expected before. I mean, we've been incredibly hard at work in servicing those customers, right? I actually catch up with Scott Sikora. In my keynote. He leads our capacity team. We talked through what it meant and how we actually provided the capacity that our customers needed during Colbert Times. But for a customer moving to us, the first thing is obviously we wanna find ways to make them very successful in the cloud, but more importantly, lower price performance for them. So what we wanted to do is give them the best possible performance that's available at the lowest possible cost. And if you look at a number of the announcements that Andy made today, you know whether it's our latest graviton processor where you can, you know, when you move to arm. I think customers often overestimate how much work it will be to move to arm. And when I talked to them after they have moved, that's ahead. Wasn't actually that much work. We actually got it up and running relatively quickly. So what's simpler than people expect? But that's an opportunity to save 40% on price performance. You know these new newer workloads like our graphics. We just launched a new G four a D, which is an AMG based GPU solution, the first time we have had an AMG GPU on the EEC too. And that's also looking to say, if you know upwards of 40% price performance of other GPU offering so just incredibly exciting for graphics, work, clothes and then in the machine learning space. Like I think, if you know, machine learning is just become the new normal, like everybody is doing it. And you know, just three years ago, everybody was thinking about whether they should do it. How would how they would use it Now that it's a lot of companies are doing it. It's really How do you How do I use it more? And that comes down to again saving costs. And so what we know with without Inferential Chip and then the new Habbaniya chip we just announced it with with the work with Intel that we're doing and then a new trainee, um, ship for training, training. We're really working to lower the cost of machine learning. And so, like we've seen many customers like Alexa was a great use case the other day. Being able to lower the cost of inference for Alexa by 35% again just helps customers, you know, move to the cloud. But I mean, just generally, you know, we're trying to support customers everywhere where there were, you know, if there are many customers are in their own data centers looking to move to AWS. You know, we have great models that can support them with our existing compute. A new savings plan offering we announced last year just great for saving costs on getting the price down So a lot. You can look at it. You know, I could go on forever. Really. It >>Certainly it's certainly is MAWR. We'll we'll do a deeper dive follow up after reinvent, but it is a wake up call. As I wrote in my post, um, for a cloud on Finally, I've been saying this for years. Horizontal scalability is a disruption on the infrastructure side, but you've got vertical specialization with data to create great modern apse of machine learning. And I actually playing out in full display here is Andy said, um, net right now. So all this benefits and all these opportunities to disrupt horizontally and then leverage the data all tied together, all coming together. You're clear. Leading the team. Great Brown, vice president of E C. Two in charge of the team that's driving the future. Compute. Thanks for coming on The Cube Cube Live coverage. Thanks. >>Thanks for having me. >>Okay. I'm John for the Q back for more live coverage after this short break
SUMMARY :
Great to see you again. Thanks for having me back. And the theme was really you know, And so it means that you get the best of Apple hardware, which is what Apple's all about is the hard Where's the innovation use case because one would start would say, Hey, why don't you care And so what we see companies doing is, you know, So on Mac ecosystem, get the marketplace as well as you know, that that was the hardware PCs And so, you know, one of the projects we announced last year But you know, the cove it is. And that's also looking to say, if you know upwards of 40% price performance of And I actually playing out in full display here is Andy said, um,
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
Dave Brown | PERSON | 0.99+ |
Andy | PERSON | 0.99+ |
AWS | ORGANIZATION | 0.99+ |
SK Telecom | ORGANIZATION | 0.99+ |
40% | QUANTITY | 0.99+ |
Verizon | ORGANIZATION | 0.99+ |
Vodafone | ORGANIZATION | 0.99+ |
John | PERSON | 0.99+ |
80% | QUANTITY | 0.99+ |
Apple | ORGANIZATION | 0.99+ |
next year | DATE | 0.99+ |
Scott Sikora | PERSON | 0.99+ |
Miami | LOCATION | 0.99+ |
two months | QUANTITY | 0.99+ |
last year | DATE | 0.99+ |
Intel | ORGANIZATION | 0.99+ |
Houston | LOCATION | 0.99+ |
Amazon | ORGANIZATION | 0.99+ |
Atlanta | LOCATION | 0.99+ |
yesterday | DATE | 0.99+ |
Matthews | PERSON | 0.99+ |
iPad | COMMERCIAL_ITEM | 0.99+ |
three hours | QUANTITY | 0.99+ |
U. S. | LOCATION | 0.99+ |
iPhone | COMMERCIAL_ITEM | 0.99+ |
first question | QUANTITY | 0.99+ |
Los Angeles | LOCATION | 0.99+ |
three week | QUANTITY | 0.99+ |
U. S. | LOCATION | 0.99+ |
35% | QUANTITY | 0.99+ |
Mac | COMMERCIAL_ITEM | 0.99+ |
two announcements | QUANTITY | 0.99+ |
two bills | QUANTITY | 0.99+ |
today | DATE | 0.99+ |
millions | QUANTITY | 0.99+ |
Katy D I | ORGANIZATION | 0.99+ |
Los Angeles | LOCATION | 0.99+ |
2020 | DATE | 0.99+ |
last night | DATE | 0.99+ |
five G | COMMERCIAL_ITEM | 0.98+ |
28 million developers | QUANTITY | 0.98+ |
13 years ago | DATE | 0.98+ |
three years ago | DATE | 0.98+ |
Layton | PERSON | 0.98+ |
both | QUANTITY | 0.98+ |
tomorrow Wednesday | DATE | 0.98+ |
12 available local zones | QUANTITY | 0.98+ |
one | QUANTITY | 0.98+ |
first time | QUANTITY | 0.98+ |
iPhones | COMMERCIAL_ITEM | 0.98+ |
Reliance Jio: OpenStack for Mobile Telecom Services
>>Hi, everyone. My name is my uncle. My uncle Poor I worked with Geo reminds you in India. We call ourselves Geo Platforms. Now on. We've been recently in the news. You've raised a lot off funding from one of the largest, most of the largest tech companies in the world. And I'm here to talk about Geos Cloud Journey, Onda Mantis Partnership. I've titled it the story often, Underdog becoming the largest telecom company in India within four years, which is really special. And we're, of course, held by the cloud. So quick disclaimer. Right. The content shared here is only for informational purposes. Um, it's only for this event. And if you want to share it outside, especially on social media platforms, we need permission from Geo Platforms limited. Okay, quick intro about myself. I am a VP of engineering a geo. I lead the Cloud Services and Platforms team with NGO Andi. I mean the geo since the beginning, since it started, and I've seen our cloud footprint grow from a handful of their models to now eight large application data centers across three regions in India. And we'll talk about how we went here. All right, Let's give you an introduction on Geo, right? Giorgio is on how we became the largest telecom campaign, India within four years from 0 to 400 million subscribers. And I think there are There are a lot of events that defined Geo and that will give you an understanding off. How do you things and what you did to overcome massive problems in India. So the slide that I want to talkto is this one and, uh, I The headline I've given is, It's the Geo is the fastest growing tech company in the world, which is not a new understatement. It's eggs, actually, quite literally true, because very few companies in the world have grown from zero to 400 million subscribers within four years paying subscribers. And I consider Geo Geos growth in three phases, which I have shown on top. The first phase we'll talk about is how geo grew in the smartphone market in India, right? And what we did to, um to really disrupt the telecom space in India in that market. Then we'll talk about the feature phone phase in India and how Geo grew there in the future for market in India. and then we'll talk about what we're doing now, which we call the Geo Platforms phase. Right. So Geo is a default four g lt. Network. Right. So there's no to geo three g networks that Joe has, Um it's a state of the art four g lt voiceover lt Network and because it was designed fresh right without any two D and three G um, legacy technologies, there were also a lot of challenges Lawn geo when we were starting up. One of the main challenges waas that all the smart phones being sold in India NGOs launching right in 2000 and 16. They did not have the voice or lt chip set embedded in the smartphone because the chips it's far costlier to embed in smartphones and India is a very price and central market. So none of the manufacturers were embedding the four g will teach upset in the smartphones. But geos are on Lee a volte in network, right for the all the network. So we faced a massive problem where we said, Look there no smartphones that can support geo. So how will we grow Geo? So in order to solve that problem, we launched our own brand of smartphones called the Life um, smartphones. And those phones were really high value devices. So there were $50 and for $50 you get you You At that time, you got a four g B storage space. A nice big display for inch display. Dual cameras, Andi. Most importantly, they had volte chip sets embedded in them. Right? And that got us our initial customers the initial for the launch customers when we launched. But more importantly, what that enabled other oh, EMS. What that forced the audience to do is that they also had to launch similar smartphones competing smartphones with voltage upset embedded in the same price range. Right. So within a few months, 3 to 4 months, um, all the other way EMS, all the other smartphone manufacturers, the Samsung's the Micromax is Micromax in India, they all had volte smartphones out in the market, right? And I think that was one key step We took off, launching our own brand of smartphone life that helped us to overcome this problem that no smartphone had. We'll teach upsets in India and then in order. So when when we were launching there were about 13 telecom companies in India. It was a very crowded space on demand. In order to gain a foothold in that market, we really made a few decisions. Ah, phew. Key product announcement that really disrupted this entire industry. Right? So, um, Geo is a default for GLT network itself. All I p network Internet protocol in everything. All data. It's an all data network and everything from voice to data to Internet traffic. Everything goes over this. I'll goes over Internet protocol, and the cost to carry voice on our smartphone network is very low, right? The bandwidth voice consumes is very low in the entire Lt band. Right? So what we did Waas In order to gain a foothold in the market, we made voice completely free, right? He said you will not pay anything for boys and across India, we will not charge any roaming charges across India. Right? So we made voice free completely and we offer the lowest data rates in the world. We could do that because we had the largest capacity or to carry data in India off all the other telecom operators. And these data rates were unheard off in the world, right? So when we launched, we offered a $2 per month or $3 per month plan with unlimited data, you could consume 10 gigabytes of data all day if you wanted to, and some of our subscriber day. Right? So that's the first phase off the overgrowth and smartphones and that really disorders. We hit 100 million subscribers in 170 days, which was very, very fast. And then after the smartphone faith, we found that India still has 500 million feature phones. And in order to grow in that market, we launched our own phone, the geo phone, and we made it free. Right? So if you take if you took a geo subscription and you carried you stayed with us for three years, we would make this phone tree for your refund. The initial deposit that you paid for this phone and this phone had also had quite a few innovations tailored for the Indian market. It had all of our digital services for free, which I will talk about soon. And for example, you could plug in. You could use a cable right on RCR HDMI cable plug into the geo phone and you could watch TV on your big screen TV from the geophones. You didn't need a separate cable subscription toe watch TV, right? So that really helped us grow. And Geo Phone is now the largest selling feature phone in India on it. 100 million feature phones in India now. So now now we're in what I call the geo platforms phase. We're growing of a geo fiber fiber to the home fiber toe the office, um, space. And we've also launched our new commerce initiatives over e commerce initiatives and were steadily building platforms that other companies can leverage other companies can use in the Jeon o'clock. Right? So this is how a small startup not a small start, but a start of nonetheless least 400 million subscribers within four years the fastest growing tech company in the world. Next, Geo also helped a systemic change in India, and this is massive. A lot of startups are building on this India stack, as people call it, and I consider this India stack has made up off three things, and the acronym I use is jam. Trinity, right. So, um, in India, systemic change happened recently because the Indian government made bank accounts free for all one billion Indians. There were no service charges to store money in bank accounts. This is called the Jonathan. The J. GenDyn Bank accounts. The J out off the jam, then India is one of the few countries in the world toe have a digital biometric identity, which can be used to verify anyone online, which is huge. So you can simply go online and say, I am my ankle poor on duh. I verify that this is indeed me who's doing this transaction. This is the A in the jam and the last M stands for Mobil's, which which were held by Geo Mobile Internet in a plus. It is also it is. It also stands for something called the U. P I. The United Unified Payments Interface. This was launched by the Indian government, where you can carry digital transactions for free. You can transfer money from one person to the to another, essentially for free for no fee, right so I can transfer one group, even Indian rupee to my friend without paying any charges. That is huge, right? So you have a country now, which, with a with a billion people who are bank accounts, money in the bank, who you can verify online, right and who can pay online without any problems through their mobile connections held by G right. So suddenly our market, our Internet market, exploded from a few million users to now 506 106 100 million mobile Internet users. So that that I think, was a massive such a systemic change that happened in India. There are some really large hail, um, numbers for this India stack, right? In one month. There were 1.6 billion nuclear transactions in the last month, which is phenomenal. So next What is the impact of geo in India before you started, we were 155th in the world in terms off mobile in terms of broadband data consumption. Right. But after geo, India went from one 55th to the first in the world in terms of broadband data, largely consumed on mobile devices were a mobile first country, right? We have a habit off skipping technology generation, so we skip fixed line broadband and basically consuming Internet on our mobile phones. On average, Geo subscribers consumed 12 gigabytes of data per month, which is one of the highest rates in the world. So Geo has a huge role to play in making India the number one country in terms off broad banded consumption and geo responsible for quite a few industry first in the telecom space and in fact, in the India space, I would say so before Geo. To get a SIM card, you had to fill a form off the physical paper form. It used to go toe Ah, local distributor. And that local distributor is to check the farm that you feel incorrectly for your SIM card and then that used to go to the head office and everything took about 48 hours or so, um, to get your SIM card. And sometimes there were problems there also with a hard biometric authentication. We enable something, uh, India enable something called E K Y C Elektronik. Know your customer? We took a fingerprint scan at our point of Sale Reliance Digital stores, and within 15 minutes we could verify within a few minutes. Within a few seconds we could verify that person is indeed my hunk, right, buying the same car, Elektronik Lee on we activated the SIM card in 15 minutes. That was a massive deal for our growth. Initially right toe onboard 100 million customers. Within our and 70 days. We couldn't have done it without be K. I see that was a massive deal for us and that is huge for any company starting a business or start up in India. We also made voice free, no roaming charges and the lowest data rates in the world. Plus, we gave a full suite of cloud services for free toe all geo customers. For example, we give goTV essentially for free. We give GOTV it'll law for free, which people, when we have a launching, told us that no one would see no one would use because the Indians like watching TV in the living rooms, um, with the family on a big screen television. But when we actually launched, they found that GOTV is one off our most used app. It's like 70,000,080 million monthly active users, and now we've basically been changing culture in India where culture is on demand. You can watch TV on the goal and you can pause it and you can resume whenever you have some free time. So really changed culture in India, India on we help people liver, digital life online. Right, So that was massive. So >>I'm now I'd like to talk about our cloud >>journey on board Animal Minorities Partnership. We've been partners that since 2014 since the beginning. So Geo has been using open stack since 2014 when we started with 14 note luster. I'll be one production environment One right? And that was I call it the first wave off our cloud where we're just understanding open stack, understanding the capabilities, understanding what it could do. Now we're in our second wave. Where were about 4000 bare metal servers in our open stack cloud multiple regions, Um, on that around 100,000 CPU cores, right. So it's a which is one of the bigger clouds in the world, I would say on almost all teams, with Ngor leveraging the cloud and soon I think we're going to hit about 10,000 Bama tools in our cloud, which is massive and just to give you a scale off our network, our in French, our data center footprint. Our network introduction is about 30 network data centers that carry just network traffic across there are there across India and we're about eight application data centers across three regions. Data Center is like a five story building filled with servers. So we're talking really significant scale in India. And we had to do this because when we were launching, there are the government regulation and try it. They've gotten regulatory authority of India, mandates that any telecom company they have to store customer data inside India and none of the other cloud providers were big enough to host our clothes. Right. So we we made all this intellectual for ourselves, and we're still growing next. I love to show you how we grown with together with Moran says we started in 2014 with the fuel deployment pipelines, right? And then we went on to the NK deployment. Pipelines are cloud started growing. We started understanding the clouds and we picked up M C p, which has really been a game changer for us in automation, right on DNA. Now we are in the latest release, ofem CPM CPI $2019 to on open stack queens, which on we've just upgraded all of our clouds or the last few months. Couple of months, 2 to 3 months. So we've done about nine production clouds and there are about 50 internal, um, teams consuming cloud. We call as our tenants, right. We have open stack clouds and we have communities clusters running on top of open stack. There are several production grade will close that run on this cloud. The Geo phone, for example, runs on our cloud private cloud Geo Cloud, which is a backup service like Google Drive and collaboration service. It runs out of a cloud. Geo adds G o g S t, which is a tax filing system for small and medium enterprises, our retail post service. There are all these production services running on our private clouds. We're also empaneled with the government off India to provide cloud services to the government to any State Department that needs cloud services. So we were empaneled by Maiti right in their ego initiative. And our clouds are also Easter. 20,000 certified 20,000 Colin one certified for software processes on 27,001 and said 27,017 slash 18 certified for security processes. Our clouds are also P our data centers Alsop a 942 be certified. So significant effort and investment have gone toe These data centers next. So this is where I think we've really valued the partnership with Morantes. Morantes has has trained us on using the concepts of get offs and in fries cold, right, an automated deployments and the tool change that come with the M C P Morantes product. Right? So, um, one of the key things that has happened from a couple of years ago to today is that the deployment time to deploy a new 100 north production cloud has decreased for us from about 55 days to do it in 2015 to now, we're down to about five days to deploy a cloud after the bear metals a racked and stacked. And the network is also the physical network is also configured, right? So after that, our automated pipelines can deploy 100 0 clock in five days flight, which is a massive deal for someone for a company that there's adding bear metals to their infrastructure so fast, right? It helps us utilize our investment, our assets really well. By the time it takes to deploy a cloud control plane for us is about 19 hours. It takes us two hours to deploy a compu track and it takes us three hours to deploy a storage rack. Right? And we really leverage the re class model off M C. P. We've configured re class model to suit almost every type of cloud that we have, right, and we've kept it fairly generous. It can be, um, Taylor to deploy any type of cloud, any type of story, nor any type of compute north. Andi. It just helps us automate our deployments by putting every configuration everything that we have in to get into using infra introduction at school, right plus M. C. P also comes with pipelines that help us run automated tests, automated validation pipelines on our cloud. We also have tempest pipelines running every few hours every three hours. If I recall correctly which run integration test on our clouds to make sure the clouds are running properly right, that that is also automated. The re class model and the pipelines helpers automate day to operations and changes as well. There are very few seventh now, compared toa a few years ago. It very rare. It's actually the exception and that may be because off mainly some user letter as opposed to a cloud problem. We also have contributed auto healing, Prometheus and Manager, and we integrate parameters and manager with our even driven automation framework. Currently, we're using Stack Storm, but you could use anyone or any event driven automation framework out there so that it indicates really well. So it helps us step away from constantly monitoring our cloud control control planes and clothes. So this has been very fruitful for us and it has actually apps killed our engineers also to use these best in class practices like get off like in France cord. So just to give you a flavor on what stacks our internal teams are running on these clouds, Um, we have a multi data center open stack cloud, and on >>top of that, >>teams use automation tools like terra form to create the environments. They also create their own Cuba these clusters and you'll see you'll see in the next slide also that we have our own community that the service platform that we built on top of open stack to give developers development teams NGO um, easy to create an easy to destroy Cuban. It is environment and sometimes leverage the Murano application catalog to deploy using heats templates to deploy their own stacks. Geo is largely a micro services driven, Um um company. So all of our applications are micro services, multiple micro services talking to each other, and the leverage develops. Two sets, like danceable Prometheus, Stack stone from for Otto Healing and driven, not commission. Big Data's tax are already there Kafka, Patches, Park Cassandra and other other tools as well. We're also now using service meshes. Almost everything now uses service mesh, sometimes use link. Erred sometimes are experimenting. This is Theo. So So this is where we are and we have multiple clients with NGO, so our products and services are available on Android IOS, our own Geo phone, Windows Macs, Web, Mobile Web based off them. So any client you can use our services and there's no lock in. It's always often with geo, so our sources have to be really good to compete in the open Internet. And last but not least, I think I love toe talk to you about our container journey. So a couple of years ago, almost every team started experimenting with containers and communities and they were demand for as a platform team. They were demanding community that the service from us a manage service. Right? So we built for us, it was much more comfortable, much more easier toe build on top of open stack with cloud FBI s as opposed to doing this on bare metal. So we built a fully managed community that a service which was, ah, self service portal, where you could click a button and get a community cluster deployed in your own tenant on Do the >>things that we did are quite interesting. We also handle some geo specific use cases. So we have because it was a >>manage service. We deployed the city notes in our own management tenant, right? We didn't give access to the customer to the city. Notes. We deployed the master control plane notes in the tenant's tenant and our customers tenant, but we didn't give them access to the Masters. We didn't give them the ssh key the workers that the our customers had full access to. And because people in Genova learning and experimenting, we gave them full admin rights to communities customers as well. So that way that really helped on board communities with NGO. And now we have, like 15 different teams running multiple communities clusters on top, off our open stack clouds. We even handle the fact that there are non profiting. I people separate non profiting I peoples and separate production 49 p pools NGO. So you could create these clusters in whatever environment that non prod environment with more open access or a prod environment with more limited access. So we had to handle these geo specific cases as well in this communities as a service. So on the whole, I think open stack because of the isolation it provides. I think it made a lot of sense for us to do communities our service on top off open stack. We even did it on bare metal, but that not many people use the Cuban, indeed a service environmental, because it is just so much easier to work with. Cloud FBI STO provision much of machines and covering these clusters. That's it from me. I think I've said a mouthful, and now I love for you toe. I'd love to have your questions. If you want to reach out to me. My email is mine dot capulet r l dot com. I'm also you can also message me on Twitter at my uncouple. So thank you. And it was a pleasure talking to you, Andre. Let let me hear your questions.
SUMMARY :
So in order to solve that problem, we launched our own brand of smartphones called the So just to give you a flavor on what stacks our internal It is environment and sometimes leverage the Murano application catalog to deploy So we have because it was a So on the whole, I think open stack because of the isolation
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
2015 | DATE | 0.99+ |
India | LOCATION | 0.99+ |
2014 | DATE | 0.99+ |
two hours | QUANTITY | 0.99+ |
$50 | QUANTITY | 0.99+ |
3 | QUANTITY | 0.99+ |
12 gigabytes | QUANTITY | 0.99+ |
three years | QUANTITY | 0.99+ |
Morantes | ORGANIZATION | 0.99+ |
70,000,080 million | QUANTITY | 0.99+ |
Andre | PERSON | 0.99+ |
three hours | QUANTITY | 0.99+ |
Samsung | ORGANIZATION | 0.99+ |
2000 | DATE | 0.99+ |
70 days | QUANTITY | 0.99+ |
Genova | LOCATION | 0.99+ |
five days | QUANTITY | 0.99+ |
2 | QUANTITY | 0.99+ |
zero | QUANTITY | 0.99+ |
0 | QUANTITY | 0.99+ |
170 days | QUANTITY | 0.99+ |
100 million subscribers | QUANTITY | 0.99+ |
Onda Mantis Partnership | ORGANIZATION | 0.99+ |
first phase | QUANTITY | 0.99+ |
100 million | QUANTITY | 0.99+ |
15 minutes | QUANTITY | 0.99+ |
10 gigabytes | QUANTITY | 0.99+ |
first | QUANTITY | 0.99+ |
16 | DATE | 0.99+ |
four years | QUANTITY | 0.99+ |
4 months | QUANTITY | 0.99+ |
one person | QUANTITY | 0.99+ |
49 p | QUANTITY | 0.99+ |
100 million customers | QUANTITY | 0.99+ |
today | DATE | 0.99+ |
one billion | QUANTITY | 0.99+ |
Two sets | QUANTITY | 0.99+ |
155th | QUANTITY | 0.99+ |
one | QUANTITY | 0.99+ |
one key step | QUANTITY | 0.99+ |
last month | DATE | 0.99+ |
first country | QUANTITY | 0.98+ |
3 months | QUANTITY | 0.98+ |
around 100,000 CPU cores | QUANTITY | 0.98+ |
Joe | PERSON | 0.98+ |
100 | QUANTITY | 0.98+ |
27,001 | QUANTITY | 0.98+ |
One | QUANTITY | 0.98+ |
15 different teams | QUANTITY | 0.98+ |
Android IOS | TITLE | 0.98+ |
one month | QUANTITY | 0.98+ |
France | LOCATION | 0.98+ |
506 106 100 million | QUANTITY | 0.98+ |
Geo | ORGANIZATION | 0.98+ |
Elektronik Lee | ORGANIZATION | 0.98+ |
FBI | ORGANIZATION | 0.98+ |
one group | QUANTITY | 0.98+ |
1.6 billion nuclear transactions | QUANTITY | 0.98+ |
Andi | PERSON | 0.97+ |
Geo Mobile Internet | ORGANIZATION | 0.97+ |
five story | QUANTITY | 0.97+ |
Prometheus | TITLE | 0.97+ |
Steve Canepa, IBM | IBM Think 2020
>> Announcer: From theCUBE Studios in Palo Alto and Boston, it's theCUBE! Covering IBM Think, brought to you by IBM. >> Hi everybody, welcome back to theCUBE's coverage of IBM 2020, it's the digital IBM 2020, the Think Event Experience. My name is Dave Vellante, and you are watching theCUBE. Steve Canepa is here, he's the global GM of Communications, of the Communications sector for IBM. Steve, how ya doing, good to have you on. >> Doing great Dave, thanks for having me. >> Yeah, you're very welcome. I mean, communications is sort of a broad term for the stuff you covered. Telco, Cable, Entertainment, Broadcast, Publishing, Satellite, Sports, Music, Games, I mean, Social, wow. You run the gamut. >> It's exciting times. >> Pretty big role, yeah, I'll say you've got exciting times. With so much going on in your space, and of course this pandemic is really, you know, hit the communications industry in so many different ways. Some tailwinds, some headwinds, and it's just crazy out there. What are you seeing and what are you guys doing to support clients? >> Well, first and importantly, our thoughts go out to everyone. As we're all dealing with this around the world. I have the opportunity to work with clients, in every geography, around the globe and each and everyone of them is busily dealing with how they make sure their employees are safe, how they're providing services to their customers. And, we're right there alongside them, helping them do that as well. For us in the telecommunication space, as you know, it's actually essential, it's an essential industry that's helping the world deal with this as we are all going virtual like this session we're having today. So we're working with clients to help them get their resources in place so that they can support their businesses, their network platforms, their media services in a way that they can keep the business running. Our telecommunications customers all around the globe had to get their resources and work at home environments, we work with many of them, in deploying real-time services. We also work with them in deploying call center chatbot capabilities so that they could answer questions from their customers, from other members of the community as they were coming in. So tremendous opportunity for us to help them respond to what's happening. >> It's actually quite amazing the response, when you think about telco, you think about telco infrastructure, what comes to mind is, it's hard and it's reliable, it works and all of a sudden you've got all these remote workers. The pace of the pivot has been actually quite astounding. I mean your thoughts on that. >> Yeah and it actually goes hand in glove in what way we've been preparing the industry for generally. I mean there's been this evolution that digital service providers that's been happening in the industry now for a number of years and in fact the center point of what we're doing now to help telcos virtualize and abstract those networks so that they're software based services platforms that can respond to these kinds of peak load demand issues. Not that anyone anticipated COVID, but the ability to have a platform, that can scale your business. And allow you to respond, move services where they need to be moved, be much more agile in the way you work. These are all playing in the ability to respond to it. >> Steve I want to ask you about something you said in a recent article in Forbes, you said, winners in the 5G and edge era will be those who embrace a hybrid multicloud approach." Well, first of all, I want to ask you, I mean five G can't get here fast enough, but still you're kind of predicting, my inference a five g and edge era coming this decade, like I said it can't happen soon enough. What are your thoughts on this coming era? >> In my view there's three fundamental things that are happening simultaneously. So first obviously, five g is emerging. It's showing up now. Most service providers around the world are starting to already deploy their private five g capabilities. We're seeing it show up in evolution form, in consumer marketplace. So five g is here and will continue to scale. The second key transformation that's happening is the telco network itself is becoming a hybrid cloud platform. What I mean by that is that just as when video abstracted as a service and it could be deployed over the top service platforms, enabling things like our interview that we're doing today to happen, that got loaded on top of now open IP platform. The same exact thing is happening in the network domain where the network services, data services, voice service, multimedia services are being put on an open platform architecture that allows you to respond. And then the third key thing that's happening in the market is this edge phenomenon. And this is all about the ability to move workloads, to move services out closer to where things happen and take advantage of those key five g features like ultra low latency, increased bandwidth, and of course the ability to slice the network down to dedicated to a specific application. This opens up a whole new set of services. >> Yeah I mean as I was sort of eluding to before, the reliability of telco networks has been the hallmark of that infrastructure. As we move to this more open sort of standardized environments Steve, I would imagine that one of the technical challenges is maintaining that level of reliability and predictability while at the same time being able to support remote workers, etc low latency workloads. Can you comment on that? >> Yeah so a couple of key points there. One is as you may know, IBM acquired Red Hat a little over a year ago. Red Hat has created an open platform for the telco's to modernize their core infrastructure. And the power of that is we can see is this enormous upstream community now and that community can help accelerate the rate pace of transformation is happening, bring innovation in. That's really powerful. The second is, once we go through an open platform, software based platform, we can infuse automation. Extreme levels of automation, and AI for intelligent predictive capability. And now think about the network becoming a living, breathing, responding platform where it's based on software. So we can deploy services and functions and we can automate those services and functions. That level of intelligence serves as the ability to then get out these services. >> So Steve, definitely we had I think a decent understanding of the Red Hat and the strategy around Open Shift and the container approach, hybrid multicloud. What I didn't realize is that there was specificity around the telco industry. Can you talk more specifically about what IBM is doing in that regard? >> Yeah, it's a great question. Red Hat has a very significant presence in 120 telcos around the globe. And so not only they're Red Hat Linux which is kind of a defacto standard in the marketplace, but their open stack architecture now we're moving after the Open Shift architecture. And as part of that the relationship with an enormous upstream community of talent, it's building on those platforms. And so we're able to really infuse into Red Hat the kind of requirements that are necessary for their software platform to serve as the platform, the open platform for the telcos as we go forward. It has been an incredible synergy. I think of it as kind of two puzzle pieces that fit together incredibly well. At IBM we've had the long standing relationship with all the service providers around the world and helping them transform their business and now with Red Hat we have the opportunity to really integrate what we're doing with automation and AI standpoint with all the power of that Red Hat Platform. >> So where do you see the edge fitting into this hybrid multicloud approach? Is it sort of an extension of cloud? Is it a new cloud? We know we are envisioning this seamless experience between on-prem, cloud, multicloud, and edge. >> Yeah I think of it in a kind of simple venn diagram where you have kind of this virtualized open software based telco network on one side and you have the edge on the other and in the middle you have this kind of combination where you do edge in partnership with the telco. And the idea here is that all industries are going to want to provide a next generation of insights to their customers and to their partners. The ability to move those workloads, so think about a manufacturing shop for an example. You know we've already had IoT centers, hundreds if not thousands of them. Now we can infuse video cameras and take a huge amount of data through the enhanced bandwidth of five g and bring that down to an edge platform and analyze that video data in real time, whether employees are in safe zones, maybe with COVID now even, whether or not they're taking the proper social distancing, and looking at actually everything that's coming off of that platform or manufacturing line, looking at the equipment itself and adding AI to that so that we can analyze it in real time. Edge allows us to take advantage of those five g attributes and to put it wherever that workload should run. Whether it's on the plant floor itself, in proximity to where that equipment is, or back at a central office location within the network of a telco. >> Well this is huge for the telcos because for years, I keep talking about their hardened network, but their cost per bit has been coming down. They're responsible for putting in that infrastructure, maintaining that infrastructure and then you got the over the top providers laying out content growing like crazy, has really disrupted that industry. This is going to change the way in which telcos are able to compete, is it not? >> It's a great point. Yes. If you think about the last generation of evolution you know when we went to four g and smartphones came out, think about the Apple App Store as an example. Folks started not going to the telcos anymore for those services, they went to that OTP capability to get those applications. Now think about about in this edge world as we essentially are creating platforms for innovation for businesses and all industries. And they can now innovate on those platforms and create incredible value in their business and the telcos now can add beyond just the transport capability, but artificial intelligence, automation, they can expose certain data capabilities, they can make those applications smarter, understanding proximity data, that could be applied to things like logistics or pricing or as I said operations like in manufacturing. So a tremendous new set of value in fact most analysts say a trillion dollars in value is going to be created here. And the opportunity I see is that the open network platform becomes a way for the service providers to not only capture value for themselves, but to accelerate the value for businesses in all industries. >> Well I think we're going to see some huge moves in the chess board. More M and A. I mean it's going to be a very exciting time and of course five g's at the heart of it, but Steve I wonder if you could give us IBM's point of view in terms of where we are with five g, I mean sometimes I see it pop up on my phone and I'm like come on, that's not real five g quite yet. We heard recently that Apple might somewhat delay it's new phones that maybe five g's involved in that, but it's going to take some time for that infrastructure to roll out but what's your point of view on sort of that time frame and the business impact that we can all expect? >> Yeah I know, it's a good question. And we will see it roll out over time. Some things are starting to roll out now. Think about stadiums or other venues where you have a manufacturing shop floor as an example, oil rig off the coast. I mean you have environments where you could create five g infrastructure in a private model today and then of course consumer models are going to roll out as cities continue to get deployed by the various service providers. But I think the important point which is what we've spoken about so far, is that as we start to create this platform capability around the edge and we start to transform those network themself to coincide telcos platform, we can start to capture those values today in a four g world and as five g comes along you just essentially evolve into the capabilities that that brings especially with regards to latency and bandwidth. Now some applications where slicing will be really important. Think about a medical operation where a doctor is consulting on a surgery in a remote location. Now if I know for sure that bandwidths going to be there, that doctor no longer has to be in the same location as that robotic equipment as an example. So the ability to have dedicated bandwidth which will come with five g, will be an important attribute that gets added. >> I mean the possibilities are really mind boggling. You mentioned stadiums. Now of course hopefully at some point we'll be able to go to football games again. But I mean the last decade was all about how big can you make the screen in the stadium versus this screen. This is where a lot of the action is going to be now. Replays and just the whole experience, ordering goods and services. And then of course hardened environments like oil rigs etc so really we're not just going to return to the last decade we've been talking about that a lot here. Go ahead please. >> An example that I like to mention just 'cause it kind of brings us all together, think about first responders. Now we're in the midst of the COVID thing but soon in California again unfortunately we'll probably get close to fire season. Think in a five g edge world what that might look like. So the minute that fire starts in some location in California, drones are in the air sending video down to an edge platform that's being analyzed to understand where that fire's going and importantly everything that's in it's path and how to best battle it. Sensors coming in from IoT centers in the area feeding in data. Our weather company app feeding in real time weather statistics, wind path, temperature changes, that are going to influence the way that that that fire performs. And now with the announcement we made Samsung just recently with our edge platform, the ability to have those first responders have sensors on them, Samsung devices that are measuring their vital signs and with the predictive models that are being built, we'll know whether that first responders' in distress or about to be in distress. The ability to scale our inbound communications capability digitally so that chat bots can handle this enormous increase in the amount of folks calling in to get information on what's happening in real time. And of course with the AI in that edge platform. Moving all of that physical equipment, the asset, humans, the first responders, in the optimal position at all times in order to get that fire out as soon as possible. I think it's a good example of how we can see these capabilities come together in a five g and edge world and allow us to get enormous value, saving lives, saving property, responding to an incident like that. >> I mean that's a great example of how you're going to put innovation into action 'cause you touched all points. Imagine the amount of data now that's being created and that example that you just gave, I mean it's just going exponential. Applying artificial intelligence, machine intelligence, and then the other phrase you used is real time. And we're talking about real time or near real time decisions actually being made potentially often times by the machines or in combination with humans so that these actions can be taken of course it's all occurring on an infrastructure that's sort of an expanding definition of cloud, not just on prem, not just hybrid, not just multicloud but now the edge. It's really going to be an exciting 10 years. >> You got it exactly right. And importantly, using that example, once that fire's put out, that edge platform can wind back down to where it was before the incident occurred. But all the intelligence that was gained during that, can be taken to the next incident has it happens. So this agility becomes really powerful 'cause we get the cumulative learning that happens in these models going forward. >> Amazing. So where can people go to get some more information on sort of IBM's edge approach? >> If you go to IBM.com, you'll see information on both on IBM edge solutions that we're putting forward into marketplace and what we're doing specifically with the telecommunication service providers to help them transform their networks to take advantage of this incredible opportunity. >> Well Steve, thanks so much for your time. Really great discussion. I appreciate you comin on and sharing with our community. >> My pleasure. Thank you. >> And thank you everybody. This is theCUBE's continuous coverage of IBM Think 2020, the Digital Event Experience. My name's Dave Vellante. Keep it right there, I'll be right back right after this short break. (relaxing music)
SUMMARY :
brought to you by IBM. of the Communications sector for IBM. for the stuff you covered. to support clients? in every geography, around the globe The pace of the pivot has been but the ability to have a platform, Steve I want to ask you the ability to slice the that one of the technical And the power of that is of the Red Hat and the And as part of that the the edge fitting into and bring that down to an This is going to change the that the open network platform in the chess board. So the ability to have But I mean the last decade the ability to have those first responders and that example that you just gave, But all the intelligence that was gained So where can people go to their networks to take I appreciate you comin on and My pleasure. the Digital Event Experience.
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
Steve Canepa | PERSON | 0.99+ |
Steve | PERSON | 0.99+ |
Dave Vellante | PERSON | 0.99+ |
IBM | ORGANIZATION | 0.99+ |
Apple | ORGANIZATION | 0.99+ |
California | LOCATION | 0.99+ |
Samsung | ORGANIZATION | 0.99+ |
Dave | PERSON | 0.99+ |
second | QUANTITY | 0.99+ |
Palo Alto | LOCATION | 0.99+ |
Boston | LOCATION | 0.99+ |
hundreds | QUANTITY | 0.99+ |
Red Hat | TITLE | 0.99+ |
telco | ORGANIZATION | 0.99+ |
thousands | QUANTITY | 0.99+ |
telcos | ORGANIZATION | 0.99+ |
third key | QUANTITY | 0.99+ |
10 years | QUANTITY | 0.99+ |
first | QUANTITY | 0.99+ |
Telco | ORGANIZATION | 0.99+ |
today | DATE | 0.99+ |
theCUBE | ORGANIZATION | 0.99+ |
120 telcos | QUANTITY | 0.98+ |
two puzzle pieces | QUANTITY | 0.98+ |
first responders | QUANTITY | 0.98+ |
one | QUANTITY | 0.98+ |
One | QUANTITY | 0.98+ |
both | QUANTITY | 0.98+ |
theCUBE Studios | ORGANIZATION | 0.97+ |
last decade | DATE | 0.97+ |
one side | QUANTITY | 0.97+ |
Red Hat | ORGANIZATION | 0.96+ |
Red Hat Linux | TITLE | 0.95+ |
Think 2020 | COMMERCIAL_ITEM | 0.95+ |
five g | ORGANIZATION | 0.94+ |
each | QUANTITY | 0.94+ |
first responders' | QUANTITY | 0.91+ |
Think Event Experience | EVENT | 0.9+ |
a year ago | DATE | 0.88+ |
IBM 2020 | EVENT | 0.88+ |
five g | QUANTITY | 0.85+ |
IBM | EVENT | 0.84+ |
this decade | DATE | 0.83+ |
COVID | TITLE | 0.82+ |
Apple App Store | TITLE | 0.82+ |
trillion dollars | QUANTITY | 0.79+ |
three fundamental things | QUANTITY | 0.79+ |
COVID | OTHER | 0.79+ |
five g | TITLE | 0.75+ |
g | OTHER | 0.75+ |
four g | ORGANIZATION | 0.69+ |
Hanen Garcia & Azhar Sayeed, Red Hat | KubeCon + CloudNativeCon NA 2019
>>Ly from San Diego, California. It's the cube covering to clock in cloud native con brought to you by red hat, the cloud native computing foundation and its ecosystem Marsh. >>Welcome back to San Diego. It's CubeCon cloud native con 2019. You're watching the cube. I'm streaming in my cohost for three days of live coverage is John Troyer and happened at welcome fresh off the keynote stage to my right is as hers as har who's the chief architect for telco at red hat and the man that was behind the scenes for a lot of it, hunting Garcia, telco solutions manager at red hat. A gentlemen, thanks so much for joining us and a very interesting keynote. So you know 5g uh, you know, my background's networking, we all watch it. Um, uh, let's say my telco provider already says that I have something related to five G on my phone that we grumble a little bit about, but we're not going to talk about that where we are going to talk about his keynote. Uh, we had a China mobile up on stage. Uh, maybe a, I love a little bit behind the scenes as you were saying. Uh, you know, the cloud native enabled not just uh, you know, the keynote and what it's living, but it gets a little bit of what >>well, sure. Um, look, when we took on this particular project to build a cloud native environment, uh, for five genes, we spent a lot of time planning and in fact this is a guy who actually did, you know, most of that work, um, to do a lot of planning in terms of picking different components and getting that together. Um, one of the things that cloud native environment allows us to do is bring things up quickly. The resilience part of it and the scale bar, right? Those are the two important components and attributes of cloud native. In fact, what happened last night was obviously one of the circuit breakers trapped and we actually lost power to that particular entire part that is onstage. I mean, nobody knows about this. I didn't talk about it as part of the keynote, but guess what? Through because it was cloud native because it was built in an automated fashion. People were able to work. Yes, they spent about three hours or so to actually get that back up. But we got it back up and running and we showed it live today. But what, I'm not trying to stress on how it failed a white fail. I'm trying to stress on how quickly things came back up and more important. The only cloud native way of doing things could have done that. Otherwise it wouldn't have been possible. All right. >>as, as the man behind the scenes there. Uh, it's great when we have, you know, here's actually the largest telco provider in the world. Uh, you know, showing what it, it's happened. So the title Kubernetes everywhere that telco edge gets a little bit of a hind, the scenes as to kind of the, the, the mission of building the solution and how you got it, you know, your, your, your customers, your partners, uh, engaged and excited to participate in. >> This is what's that very thirsting enterprise through realize. Actually, we took four months around, uh, 15 partners. And, uh, I would say partners >>because in that case, I'm taking, uh, uh, bell Canada and China mobile is a partners. They are part of the project. They were giving us a requirement, helping us all the way to it and together other, uh, more, uh, commercial partners. And of course, uh, as whatsover Allianz, like the team in the and the open interface, Allianz is, we're working with us is, was about 8,200 people working behind the scenes to get this work, uh, to have a lab, uh, directly, completely set up with a full, uh, Fuji containerized MoMA and network in France, uh, have the same in Montreal. Fuji and fogey called directly Montiel as well, uh, in one of our partners, uh, Calum labs and then bringing here the fudgey pop, uh, and have everything connected to the public cloud. So we have everything in there. So all the technology, all the mobile technology was there. >>We have enterprise technology that we're using to connect all the, all the labs and the, and the pop here with the public cloud to. Uh, um, technology and we have of course deployed as, as a, as our, uh, was mentioning. We deployed Kubernete is on the public cloud and we have as well Kubernete is open, rehabbed, open stack, uh, sorry. They had OpenShift container platform running on the, on all the premise in the lab in France and Davi, Marcia and they pop here. Uh, as I say, it was kind of an interesting enterprise. We have some hiccups last night, but uh, we were able to put that out the world telco, >>very specialized, very high service level agreements. I always want by phone to work and so a little bit, uh, uses different terminology than the rest of it sometimes. Right. And MP and VNF and VCO. But so maybe let's real to tell people a little bit like what are we actually talking about here? I mean, people also may not be following edge and, and teleco and what's actually sitting in their home town or, or it used to be embedded chips and none, it was a like Linux, but we're actually talking about installing Kubernetes clusters in a lot of different, really interesting typologies. That's absolutely true actually with the way how, and described it as perfect in the sense that we actually had Kubernetes clusters sitting in a data center environment in France, in Montreal and a remote pop that's sitting here on stage. So it was not just independent clusters but also stretch clusters where we actually had some worker nodes here that will attach back to the Montreal cluster. >>So the flexibility that it gave us was just awesome. We can't achieve that. Uh, you know, in general. But you brought up an interesting topic around, uh, you know, Getty or, uh, or, or the Teleco's operating environment, which is different and cloud native principles has, are a little bit different where they weren't very high availability, they weren't very high reliability with good amount of redundancy. Well, cloud native and actually those attributes to you. But the operational model is very different. You have to almost use codas throwaway hardware as throwaway and do a horizontal scale model to be able to build that. Whereas in the older environment, hardware was a premium switches and routers with a premium and you couldn't have a failure. So you needed all of those, you know, compliance of high availability and upgradability and so on. Here I'm upgrading processes in Linux, I'm upgrading applications. I can go deploy anytime, tear them down. Anytime I'm monitoring the infrastructure, using metrics, using telemetry. That wasn't the case before. So a different operating environment, but it provides actually better residency models than what telcos are actually yesterday. Yeah. >>Um, it's a complicated ecosystem to put all these pieces together. Uh, it gives, gives a little insight as to, uh, you know, red hats, leadership and uh, the, the, the partners that help you put it in. >>I will let him answer that. >>Um, is another, our first rodeo. We have been working on the vitro central office project with the, with the leaner foundation, uh, networking and Hopi NFV community for three last years. Uh, let's say, and the interesting part of this one is that even though we typically get with working with what the technology that they are using now, uh, we decided it's time to go with the technologies that we'll be using from now on. Um, but of course, uh, there is a set of partners that we need. We need to build the infrastructure from scratch. So for example, we have a Lenovo that was bringing all the, all the servers, uh, for the, for the set up in, uh, and here in San Diego, which actually the San Diego pub was built originally in Raleigh, Illinois, facilities and cheap all over the country to here for the show. Uh, and uh, then we have the fabric part. >>So the networking part, that's his cologne. Uh, this was working and bringing us the software defined fabric, uh, to connect all the different future. And then, then we start building this over layers on top. So we have, they had OpenShift container platform for the to completely deploy over metal servers. And then we start adding all the rest of the components, like the four G core fundamental Tran, like dividing for GFG radio from Altron, uh, together with Intel come Scott. That's his building. He started building the mobile part of it in Montreal, a San Diego. And then we add on top of that. Then we start adding the IMS core in the public cloud and then we connect everything through the by tuning. >>So a couple of things that I'd like to highlight in terms of coordinating partners, getting to know when they're ready, figuring out an onboarding process that gives them a sandbox to play with their configurations first before you connect them back into the main environment. Partitioning that working simultaneously with Malden, we had a Slack board that was full of messages every day. We had a nonstop, you know, every morning we had a scam call, right then it's like a scrum meeting every morning, just a daily stand up from eight 30 to nine 30. And we continue that all over the day. >>So as her, one of the things I really like to China mobile, uh, when they talked about in the keynote, first of all they said, you know, the problem is, you know, 20 by 2026, you know, it's, it's rainbows and unicorns and you know, 5g, uh, you know, will help enable so much around the planet. Seriously. Um, but you know, today she, she talked about major challenge in the rollout and infrastructure and service and capability. So, you know, help us understand a little bit the hype from reality of where we are with five G what we could expect. >>Absolutely. We are going through the hype phase right now, right? We are absolutely all the operators want FFG service to be delivered for sure. The reason why they want it to be delivered as they don't want to be left behind. Now there are some operators when we in more opportunistic and looking at 5g as a way to insert themselves into different conversations, IOT conversation, um, smart city conversation, right? Um, edge compute conversation. So they're being very strategic about how the big, the set of technologies, how they go deploy in that particular infrastructure and strategically offer capabilities and build partnerships. Nobody's going to rip out their existing three G four G network and replace that with 5g by 2026. It's not gonna happen, but what will happen by 2026 is an incremental phase of services that will be continued to offer. As an example, I'll give you, um, cable providers are looking at 5g as a way to get into homes because they can deploy in millimeter wave band a radio closer to the house and get a very high speed multi-gigabit high speed connection into the home without having to worry about what's your copper look like? >>Do I have fiber to the home? Do I have fiber to the business and so on. And so. So that's actually an interesting, >>okay, so you're saying solving the last mile issue in a very targeted use. >>Absolutely. So that's one. The other area might be running a partnership with BMW Toyota in, you know, some of these car companies to provide telemetry back from cars into their own, you know, operating environment so that they know what's going on, what's being used, how is it being used, how can we, how can we do provide diagnosis before the car actually begins to fail? Uh, big, you know, private environments like oil and gas mining, they are going to deploy public safety and security where all of these, you know, policemen on and safety personnel are required to now use body cams. Now you have video feeds coming from hundreds of people. There are deployment and incidents. Now you can take that information you need high speed broadband, you need the ability to analyze data and do analytics and provide feedback immediately so that they can actually act. So do three, this specific targeted use case, even a country like India where they're talking about using 5g for very specific use cases, not replacing your phone calling. >>I love that point. And it kind of ties back into some of the other things you were saying about the a agility and the operational model. And I relate it back to it. You know, my, again, my perception of some telco maybe 20 years old and that they had a tendency to do very monolithic projects. And you know, when you're out, when you're rolling out a infrastructure across the country, there's a certain, uh, monolithic nature to it. But you're talking about rolling out one, rolling out individual projects rolling out. That's also the advice we give to it. Try it with one thing, you know, try open shift with that one application and then also though, but it takes uh, the upskilling and the cultural model. So true with your telco petitioners who are, we're on Slack, they're with you and I, you know, I don't, I don't know if there's any relation, any other kinds of things to pull out about the mirror of, of the it transformation with telco transformation and colon Turner. That's actually a good point that you bring up, >>right? Look, the costs of building, if I have infrastructure from ground up is extremely high. If they want to completely revamp that. You're talking about replacing every single radio, you're talking about adding capacity more adding, you know, backhaul capacity and so on. So that isn't going to happen overnight. It's going to happen. It may take even more 10 years. Right. I mean in the most interesting thing, that stat stack that I saw was even LTE is going to grow. LTE subscriber count is going to grow for the next two years before it flatmates. So we're not going to LTE four G that's been around for a decade almost. Right. And it's going to still grow for the next two years, then it's going to flatten and then you'll start to see more 5g subscribers. Now back to the point that you were bringing up in terms of operational model change and in terms of how things will be I D principles applying it principles to telco. >>Um, there are still some challenges that we need to solve in Coobernetti's environment in particular, uh, to address the teleco side of the house. And in fact through this particular proof of concept, that was one of the things we were really attempting to highlight and shine a light on. Um, but in terms of operational models, what use applicable and it will now be totally applicable on the telco network, the CIC pipeline. There's delivery of applications and software that testing and integration, the, you know, um, operational models. Absolutely. Those, in fact, I actually have a number of service providers and telcos that I talked to who are actually thinking about a common platform for it end telco network. And they are now saying, okay, red hat, can you help us in terms of designing this type of a system. So I think what could speak to you a little bit about, uh, in this context is how the same infrastructure can be used for any kind of application. So you want to talk about how the community's platform can be used to deploy CNS and then to deploy applications and how you've shown that. Yeah. Well this is what, >>what we have been doing, right. So we have, uh, the coordinators platform does, is actually deploy and the services we have, all these partners are bringing their Cloudnative uh, function, uh, applications on top of that, that what we are calling the CNF the quantities and network functions. And basically what we were doing as well during the whole process is that we have, those partners are still developing, still finishing the software. So we were building and deploying at the same time and testing on the same time. So during the last four months, and even I can tell you even just to deny >>even last night, so the full CACD pipeline that we deploy in ID side, here it is in operation on the network side. >>Well yeah. So, so I, I want to give you the final word cause you know, John was talking about it cycles, you know, if you think about enterprises, how long they used to take to deploy things, uh, and what cloud data is doing for them. Uh, it sounds like we're going through a similar trends. >>Absolutely big in a big way. Um, telcos are actually deploying a private cloud environment and they're also leveraging public cloud in mind. In fact, sometimes they using public cloud as sandbox for their development to be completed until they get deployed and private. Claremont, they still need the private time enrollment for their own purposes, like security, data sovereignty and uh, you know, their own operational needs. So, but they want to make it as transparent as possible. And in fact, that was one of the things we want to also attempted to show, which is a public cloud today, a private cloud and bare metal, a private cloud on OpenStack. And it was like, and you know, it came together, it worked, but it is real. That's more important. And, uh, for enterprise and for telcos to be literally going down the same path with respect to their applications, their services and their operational models. I think this is really a dream come true. >>Well, congratulations on the demo. Uh, but even more importantly, congratulations on the progress. Great to see, uh, you know, the global impact that's going to have in the telecommunications market. Definitely look forward to hearing more than. >>Thank you very much. Thank you. The opportunity to >>actually be here. All right. For John Troyer, I'm Stu Miniman back with lots more here from CubeCon Claude, date of con 2019 in San Diego, California. Thanks for watching the queue.
SUMMARY :
clock in cloud native con brought to you by red hat, the cloud native computing foundation the cloud native enabled not just uh, you know, did, you know, most of that work, um, to do a lot of planning in terms of picking different the scenes as to kind of the, the, the mission of building the solution and how you got it, And, uh, I would say partners So all the technology, all the mobile technology was there. We deployed Kubernete is on the public cloud and we have as well Kubernete is But so maybe let's real to tell people a little bit like what are we actually talking about uh, you know, Getty or, uh, or, or the Teleco's operating environment, Uh, it gives, gives a little insight as to, uh, you know, red hats, leadership and uh, facilities and cheap all over the country to here for the show. So the networking part, that's his cologne. We had a nonstop, you know, So as her, one of the things I really like to China mobile, uh, when they talked about in the keynote, the set of technologies, how they go deploy in that particular infrastructure and strategically offer Do I have fiber to the home? they are going to deploy public safety and security where all of these, you know, Try it with one thing, you know, try open shift with that one application and then also though, Now back to the point that you were bringing up in terms of operational model And in fact through this particular proof of concept, that was one of the things we were really attempting to highlight and and the services we have, all these partners are bringing their Cloudnative uh, even last night, so the full CACD pipeline that we deploy So, so I, I want to give you the final word cause you know, John was talking about it cycles, like security, data sovereignty and uh, you know, their own operational needs. Great to see, uh, you know, the global impact that's going to have in the telecommunications market. Thank you very much. For John Troyer, I'm Stu Miniman back with lots more here from CubeCon Claude,
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
France | LOCATION | 0.99+ |
John Troyer | PERSON | 0.99+ |
Allianz | ORGANIZATION | 0.99+ |
Stu Miniman | PERSON | 0.99+ |
Montreal | LOCATION | 0.99+ |
San Diego | LOCATION | 0.99+ |
John | PERSON | 0.99+ |
Teleco | ORGANIZATION | 0.99+ |
telco | ORGANIZATION | 0.99+ |
15 partners | QUANTITY | 0.99+ |
Garcia | PERSON | 0.99+ |
Lenovo | ORGANIZATION | 0.99+ |
20 years | QUANTITY | 0.99+ |
San Diego, California | LOCATION | 0.99+ |
2026 | DATE | 0.99+ |
Fuji | ORGANIZATION | 0.99+ |
red hat | ORGANIZATION | 0.99+ |
Azhar Sayeed | PERSON | 0.99+ |
one | QUANTITY | 0.99+ |
teleco | ORGANIZATION | 0.99+ |
three days | QUANTITY | 0.99+ |
Getty | ORGANIZATION | 0.99+ |
four months | QUANTITY | 0.99+ |
today | DATE | 0.99+ |
Linux | TITLE | 0.99+ |
Intel | ORGANIZATION | 0.99+ |
yesterday | DATE | 0.99+ |
Hanen Garcia | PERSON | 0.99+ |
VCO | ORGANIZATION | 0.99+ |
first | QUANTITY | 0.98+ |
two important components | QUANTITY | 0.98+ |
last night | DATE | 0.98+ |
VNF | ORGANIZATION | 0.98+ |
Kubernete | TITLE | 0.98+ |
Altron | ORGANIZATION | 0.98+ |
Calum | ORGANIZATION | 0.98+ |
hundreds of people | QUANTITY | 0.98+ |
about three hours | QUANTITY | 0.98+ |
China | LOCATION | 0.97+ |
three | QUANTITY | 0.97+ |
Red Hat | ORGANIZATION | 0.97+ |
India | LOCATION | 0.97+ |
about 8,200 people | QUANTITY | 0.97+ |
KubeCon | EVENT | 0.95+ |
5g | ORGANIZATION | 0.95+ |
Montiel | ORGANIZATION | 0.95+ |
Raleigh, Illinois | LOCATION | 0.94+ |
last night | DATE | 0.93+ |
last four months | DATE | 0.93+ |
2019 | DATE | 0.93+ |
Kubernetes | TITLE | 0.92+ |
one thing | QUANTITY | 0.92+ |
har | PERSON | 0.91+ |
years | DATE | 0.91+ |
next two years | DATE | 0.9+ |
Hopi | ORGANIZATION | 0.9+ |
five genes | QUANTITY | 0.89+ |
one application | QUANTITY | 0.89+ |
bell Canada | ORGANIZATION | 0.89+ |
five G | ORGANIZATION | 0.87+ |
FFG | ORGANIZATION | 0.86+ |
Turner | PERSON | 0.85+ |
CloudNativeCon NA 2019 | EVENT | 0.85+ |
5g | QUANTITY | 0.85+ |
Evan Kirstel | Micron Insight 2019
>>live from San Francisco. It's the Q covering Micron Insight 2019 to You by Micron. >>We're back to Pier 27 in lovely San Francisco, Everybody. I'm Dave a lot with my co host, David Floy Er and you're watching the Cube, the leader and live tech coverage. Evan cursed Ellis here. He's a social digital influencer. First time in the Cube. Evan, Great to see you. >>Thanks for having me. First time's the best. >>You Very well. And it is beautiful. Out him in October is the best month in San Francisco. Way better way warmer than July. I mean, you live out here. Holy cow. All right, let's get right into it. You're just fresh off of mobile work. World Congress down in L. A. >>This morning. Yeah, five g on the brain's >>s. So what do we need to know about five g? You >>know, I think my big takeaway as an industry observer is that five g Israel, and it's now I mean, we've seen 5 10 years, maybe of hype, an expectation and marketing buzz and even spin. But I think we're now in the business of practical deployments, scaling rollouts of networks and that's, you know, as a industry observers, quite exciting. >>So what is five g mean for the average user? I mean, is it gonna be like going from dial up toe, high speed Internet or, you know, it's gonna be interesting. >>The average user, I think we'll experience, you know, like a 10 x increase in their current experience on mobile in terms of uploads and downloads and speed and Leighton see, And that kind of thing, which is super exciting, it's it's gonna blow people's mind. >>An ex stoked to get a 10 extra. When can I get this? >>It's when and it's where, right? I mean, if you look at how these networks are evolving, there are hundreds of thousands of small cells of base stations that have to be deployed naturally to get five G ubiquitous across the country. So it's it's when it's where it's how. But we're here. We're at the starting point and look for the next years and months ahead to see that riel attraction. >>If I look now when I travel around the country, I still have four G. I still have three g. I still have edge. I have a ll the old ones are still there, and it's taken forever, even just to get to 40. So isn't lesson. Isn't the rollout of this going to take a long time ago or 10 year horizon? >>I think, to get ubiquitous coverage indoor, outdoor, suburban, urban, rural It's going to take 10 years. But if you look at those hot spots that generate a lot of activity, whether it's, you know, indoor coverage in the Enterprise, whether it's, you know, the Bruins playing in Boston Garden I mean those air where five G is really going to come into play first and then it's going to sort of go outside of those urban dense areas. >>You mean like the fan experience in the fan experience in the venue >>is huge? I mean, if you go to any you know, baseball, basketball, football game, you know what the experience is like Pretty pretty bad, right? So horrible. So those kind of hot spots are ripe for five g like right away today. Now, >>so by the way, David, sometimes I get five g on my that's right, and I feel like it's fake. Five years like HD ready. What's that all about? Well, you know, >>these networks evolve, and so the carriers are maximizing for G, including biggest speed on four G and five. Gene is really if overlay to these existing networks. And so, as you get your next Samsung, you know five G enabled devices. Apple next year comes out with a five G iPad. You'll then begin to use. The service is as you use your existing device. >>Can you help us understand the fundamental architecture of five G? My understanding is it's, you know, no basis more distributed on. That's part of the reason why it's taking so long to roll out. But what do we need to know about that E? >>I think it's a brand new editor interface. So if you think about the current radio on for G, they reinvented the wheel with five G, which means you can support a huge number of endpoints of I o. T devices of wearables of home access points. And so it enables almost a 10 to 100 ex war devices in terms of scale. So while the end user may think this is business as usual, what's really happening on the network side is pretty revolutionary And once the networks are primed and built and ready, what's gonna be happening on the device side is gonna be really extraordinary. You're talking about a K A video on a mobile device or augmented reality through in new kinds of glasses. And so it's sort of a chicken and a little bit. You know what? She's gonna come first, the network or the incredible new devices. So we're seeing now the network's being put in place for those wave of devices, >>which makes sense. Device manufactures don't want over rotate into something that's not quite. >>But if you look at the network, it's you have to have a lot of device is very close to each other. I in my area that all these the holdings holding these hearings about radiation, everything else like that, which is never, never really a problem unless you're underneath. >>Yeah. I mean, there's a lot of fun, you know, fear, uncertainty around five G. >>Yeah, and I'm just the practical thing. You gotta have all of these lots of these very close in the The exposure to having a gap of some sort is pretty high. >>Yeah, I think it's an issue of frequencies as well. Right now, we're seeing very high frequency five deployed for those dense urban suburban areas. We're going to Seymour Spectrum rolled out next year. The FCC is putting out new auction so you'll see lower bit rate five g rolled out for suburban and rural areas. So it's a It's a work in progress, but the fact that we have first devices first silicon for software first networks. It's kind of a big inflection >>point, but some bumps. I'm inferring this ATT the back end. It could be a lot of machine to machine communications, so that's kind of sets up this whole coyote and an edge discussion. And of course, that means more data. What can you tell us about how that's going to affect really the amount of data and how we use that data? >>The data explosion is extraordinary. I mean, we experience this as early adopters here at the table every day, and so no one's ever said, you know, my network is fast enough is good enough, secure enough. There's always that insatiable appetite now, given the connected world in which we live. And so it's not just the network speed it's the input output of the device. I mean, we have Leighton see that frankly, from these networks operates at the speed of the human brain, you know, in in milliseconds, in terms of input output on the network. And so that's really gonna change the user experience to when the way you do gaming or collaboration or video conferencing video calls and all these service is we use today will be much more tuned to how we live and work. >>So dial upto high speed Internet obvious Are you want? I'll update you say you go back. I'm also I know remember this stuff But that was a significant change. Obvious step change, really a step function. Exactly. But subsequent to that it was I could doom. Or but it was just so much more data and acts were flowing through the network that it really didn't change the experience a little bit. Maybe, actually, you know, be careful. I watched the Patriots game on the plane on the NFL app on the way out here, which could probably have done a year or two ago, but so that was that's goodness. But generally speaking, the experience is substantially similar. Will you said a 10 X before? Will the user actually see a difference like that kind of dial up to high speed step function? Or is it going to be sort of a slow roll? >>I think the user will see a big a big improvement because of the efficiencies of the network and the way in which data is kind of throttled and limited. Today, with three and four for G networks, I think more interestingly, is how businesses and enterprises and sm bees will consume. Five g. I mean, there are a lot of antiquated networks out there, whether it's legacy wired Network, D S. L. Whether it's, you know, crappy WiFi that we all experience in hotel rooms, five g has the opportunity to come in and really displace all of that legacy crap that that's in our networks and give users in those enterprises hotels, venues, a brand new experience. And when's the last time you had a bad hotel? WiFi, for the idea of, of getting rid of a legacy network and delivering those high speed service is from a public network. It's her Private networking is a really exciting opportunity for the carriers and, really, for the B two B enterprise. >>Well, the technology suppliers are pumped about their pumped and their >>look at their profitability, their revenue, their sales. Everything's up. >>Well, the thing is that that is, the carriers, like you say they have no choice but to remain competitive. They have to consume. They have to spend more >>on what a great time in the mobile industry. I mean to be a consumer of devices and service is, I mean, the consumers that businesses are winning in this march. >>So tell us about Mobile World Congress. What was the vibe? It was >>very buzzy. I mean, there were lots of Rhea World applications on display, whether wearable devices for health care and hospital T applications. There were examples of remote controlled autonomous shipping and autonomous trucking monitored, supervised with five G. There were examples of vehicle to vehicle communications for accident, safety purposes being deployed in the next generation of cars baked in, and so five. He's gotten very practical. Now it's like, Okay, we've built this network, we have silicon, we have software we have storage memory out of we deploy it so is very focused on deployment usage and an application. >>If you take that one of automotive, for example, if you're a god, health and life on your If you If you can't guarantee that you've got connectivity toe, what's the value wouldn't do? For example, wouldn't you prefer vehicle to vehicle direct communication, as opposed to going outside to some much faster? >>Exactly. Exactly. And there's a new technology called vehicle Be two extra people vehicle standards that are being baked so that that's not funny. It's based on the five of the family of standards, and so one of the technologies within the five G family is vehicle to vehicle. Qualcomm's doing some amazing work there. And once the automobile manufacturers baked that technology into cars, the car manufacturers can then build in vehicle avoidance, vehicle collision technology and so forth. >>So I'm worried that was some talk about a I right? I mean, lots of talk that mobile world Congress, you're gonna hear a lot about here. What about the ecosystem that's emerging to support five G? There's gotta be a whole value chain specialized chips. I mean, obviously, micron, you know? Yeah, you know, the >>whole supply chain has to come together and Micron powering all of these devices with memory and storage to the application developers to the O E ems to the network providers. And so that ecosystem is getting really baked, fully baked and and integrated. And that was on display at MWC, too. So all these things are coming together, and I think it's pretty exciting. As a long time skeptic like yourself. I saw some real world. >>I say, I'm excited about it. I just I'm just not holding my breath. Don't >>hold your breath. Not >>recommended weight. That's great, Evan. Thanks very much for coming in. Thanks so much. Appreciate your insights. Thanks so much. Thank you for watching. Keep it right there. But it will be back from Micron Insight 2019 from San Francisco. You're watching the Cube?
SUMMARY :
It's the Q covering We're back to Pier 27 in lovely San Francisco, Everybody. Thanks for having me. I mean, you live out here. Yeah, five g on the brain's s. So what do we need to know about five g? you know, as a industry observers, quite exciting. up toe, high speed Internet or, you know, it's gonna be interesting. The average user, I think we'll experience, you know, like a 10 x increase in their An ex stoked to get a 10 extra. I mean, if you look at how these networks are evolving, Isn't the rollout of this going to take a long time ago or 10 year horizon? of activity, whether it's, you know, indoor coverage in the Enterprise, whether it's, I mean, if you go to any you know, baseball, basketball, football game, Well, you know, And so, as you get your next Samsung, My understanding is it's, you know, no basis more distributed on. So if you think about the current radio which makes sense. But if you look at the network, it's you have to have a lot of device is very close to each in the The exposure to having a gap of some sort is pretty high. but the fact that we have first devices first silicon for software first networks. What can you tell us about how that's going to affect really the amount here at the table every day, and so no one's ever said, you know, my network is fast enough is So dial upto high speed Internet obvious Are you want? the opportunity to come in and really displace all of that legacy crap that that's look at their profitability, their revenue, their sales. Well, the thing is that that is, the carriers, like you say they have no choice but to remain competitive. I mean to be a consumer of devices So tell us about Mobile World Congress. I mean, there were lots of Rhea World applications on display, It's based on the five of the family I mean, obviously, micron, you know? And so that ecosystem is getting really baked, fully baked and and integrated. I just I'm just not holding my breath. hold your breath. Thank you for watching.
SENTIMENT ANALYSIS :
ENTITIES
Entity | Category | Confidence |
---|---|---|
David Floy Er | PERSON | 0.99+ |
David | PERSON | 0.99+ |
FCC | ORGANIZATION | 0.99+ |
Evan Kirstel | PERSON | 0.99+ |
Samsung | ORGANIZATION | 0.99+ |
Evan | PERSON | 0.99+ |
San Francisco | LOCATION | 0.99+ |
10 years | QUANTITY | 0.99+ |
October | DATE | 0.99+ |
July | DATE | 0.99+ |
next year | DATE | 0.99+ |
five | QUANTITY | 0.99+ |
Apple | ORGANIZATION | 0.99+ |
40 | QUANTITY | 0.99+ |
Boston Garden | LOCATION | 0.99+ |
L. A. | LOCATION | 0.99+ |
Today | DATE | 0.99+ |
Ellis | PERSON | 0.99+ |
Qualcomm | ORGANIZATION | 0.99+ |
today | DATE | 0.98+ |
First time | QUANTITY | 0.98+ |
Five years | QUANTITY | 0.98+ |
one | QUANTITY | 0.98+ |
first | QUANTITY | 0.98+ |
Leighton | ORGANIZATION | 0.98+ |
Pier 27 | LOCATION | 0.98+ |
Dave | PERSON | 0.98+ |
Micron | ORGANIZATION | 0.98+ |
Patriots | ORGANIZATION | 0.97+ |
three | QUANTITY | 0.97+ |
a year | DATE | 0.97+ |
MWC | EVENT | 0.97+ |
10 X | QUANTITY | 0.97+ |
four | QUANTITY | 0.96+ |
Bruins | ORGANIZATION | 0.96+ |
5 10 years | QUANTITY | 0.96+ |
first devices | QUANTITY | 0.95+ |
100 ex | QUANTITY | 0.95+ |
10 x | QUANTITY | 0.95+ |
Rhea World | TITLE | 0.95+ |
five g | TITLE | 0.94+ |
five G | TITLE | 0.94+ |
This morning | DATE | 0.93+ |
first networks | QUANTITY | 0.93+ |
Micron Insight | ORGANIZATION | 0.92+ |
two extra people | QUANTITY | 0.91+ |
year | QUANTITY | 0.89+ |
two ago | DATE | 0.88+ |
Mobile World Congress | EVENT | 0.88+ |
five G | ORGANIZATION | 0.87+ |
10 | QUANTITY | 0.87+ |
this march | DATE | 0.87+ |
K A | COMMERCIAL_ITEM | 0.87+ |
five G iPad | COMMERCIAL_ITEM | 0.86+ |
G | TITLE | 0.84+ |
10 extra | QUANTITY | 0.84+ |
Israel | LOCATION | 0.79+ |
Micron Insight 2019 | TITLE | 0.75+ |
hundreds of thousands of small cells | QUANTITY | 0.73+ |
10 | DATE | 0.68+ |
Congress | ORGANIZATION | 0.68+ |
World Congress | ORGANIZATION | 0.63+ |
Spectrum | COMMERCIAL_ITEM | 0.62+ |
2019 | DATE | 0.62+ |
2019 | TITLE | 0.6+ |
G | OTHER | 0.59+ |
Seymour | ORGANIZATION | 0.59+ |
five G | QUANTITY | 0.57+ |
five g | ORGANIZATION | 0.57+ |
three g. | QUANTITY | 0.55+ |
NFL | EVENT | 0.51+ |
family | QUANTITY | 0.45+ |
Micron | OTHER | 0.43+ |
four G | COMMERCIAL_ITEM | 0.43+ |
Cube | TITLE | 0.42+ |