>> From the Palace of Fine Arts in San Francisco, it's theCUBE. Covering AT&T Spark. (upbeat music) >> Hi, I'm Maribel Lopez, the founder of Lopez Research, and I am guest hosting theCUBE at the AT&T Spark event in San Francisco. And I have the great pleasure of being with Vishy Gopalakrishnan. He is the VP of ecosystems and innovation at AT&T. And Vishy, I've known you for a long time now. I've known you through companies that are as diverse as SAP to AT&T. Could you tell us a little bit about what VP of ecosystem and innovation does and this concept of the foundry that AT&T is having? >> Sure. First of all nice to see you again, Maribel. >> Paths cross. No new people, just different business cards. >> Exactly. So ecosystem and innovation. So this organization has been around at AT&T for about seven years or so. And it was set up to fundamentally answer this question: How can AT&T systematically tap into innovation that happens outside the company and then bring it inside, and then over a period of time become as good at adopting some of those principles of innovative thinking, innovative principles of problem-solving into the company itself? So if you think about ecosystem and innovation, there are three key pillars to ecosystem and innovation. One of them is called ecosystem outreach. So this is a part of the organization that acts as the interface to the broader startup NVC community. >> Right. >> Right. So this allows us to keep on top of innovation happening across a wide variety of technology waterfronts. Networking, security, virtualization, all the way up to AR, VR, AI machine-learning, et cetera. >> It wouldn't be innovation if they weren't together, right? People try to really parse them, but true innovation comes of looking at some of the intersections of technology. >> Absolutely. And we're also agnostic in some sense about where the innovation comes from. 'Cause all we're trying to do is apply innovation to a particular business problem. And the foundry is the second component of the ecosystem and innovation organization. Think of the foundry as centers of innovation. There are six of them around the globe. Four in the US, one in Tel Aviv, Israel, and the newest one in Mexico City that we opened in March. And these foundries represent fundamentally an environment within AT&T where we can rapidly prototype new technologies, de-risk new technologies before we introduce them into the rest of the organization and actually also provide a way for us to bring proactively new, promising areas of technology to the rest of the business. So the foundries, if you will, serve as the leading edge of technology innovation within a company like AT&T. >> Well I've been in The Valley for more than 10 years now, and I came from the East Coast, and the concept of an innovation lab and innovation foundry isn't new. We've seen it come and go with established companies and with new companies. So I remember the launch of the foundry. You said it's about seven years ago, now. I can't believe it's even been that long. What have you learned in that time, and how are you making it work? Because I think everybody wants to be innovative, and they want to take, particularly established companies, these innovations and bring them back into the corporation. Can you give us a little more color and context on what you think you've done well and what surprised you? >> That's a great point to make about the relative longevity of the organization within a company like AT&T. >> And it's grown, apparently, with all the new innovation centers. >> Yes. And we've expanded to other locations outside. I think some of the lessons we've learned are that no organization stands still. >> True. >> AT&T as we know it today is different from what AT&T was seven years ago. The kinds of businesses we're in, the kinds of capabilities that we have to bring to bear, markedly different from what it was seven years ago. And the nature of the competitive waterfront is also dramatically different. So, which means that as an innovation organization, we've had to evolve almost lockstep and sometimes ahead of the organization itself. So that's been one thing that we've done, is that we've made sure that we always are aware of where the company's going, so that as we look at what kinds of innovation might apply, might be relevant, might be material for the corporation, we know that it's always grounded in what the company wants to do now, in about two years from now. >> So forget the science projects and try to get something that's practical to the business, but also a bit edgy, right? >> Yes. >> You want to be edgy. >> Yes, and it's an art and a science. We like to focus on innovation that's in context. So pure innovation is kind of interesting, but we always like to bring it back to either an internal stakeholder or an external customer as a stakeholder to sign off and be almost the kind of the voice of reason to say yes, this is interesting technology, but this is how it might or might not apply to my business problem. >> Do they ask you for things? Does the organization come to you and say, "Hey, we're looking for blah and..."? >> Absolutely. In fact, a big part of what we do as an organization is actually keep the dialogue with the internal stakeholders kind of ongoing and active, so that we always need to be aware of, from a business standpoint, what are the imperatives that a business leader is facing. 'Cause let's face it, a lot of these business leaders within a corporation as large as AT&T are running P&Ls that are pretty large. So for us to bring relevant and material innovation to them, we have to be aware of what are the two or three top, key problem areas that they're looking at. Is it cost reduction? Is it operational simplification? If it's a big part for network organization, what parts of network optimization are they most interested in? So being aware of that informs us better and in some sense helps us curate what kinds of innovative solutions we bring to them. >> Now you are talking about how you put these innovation engines around the globe, and I imagine that you are learning and gaining different things and insights from these different groups because there are phenomenally different ways people use technology depending where they are in the world. So can you share a little bit with us about what's exciting, what you're seeing in the labs today, are there geographic differences that we should be aware of as business leaders when we think of trying to roll out technologies? >> Sure. I'll give a two-part answer. One of it from areas of kind of focus for us. >> Okay. >> One as we just finished the panel on edge compute, so that's a big focus for the foundry organization, is trying to understand the use cases in which edge computing might actually give a pretty dramatic improvement in user experience, what is the role of the network edge in doing that, so working with a broad ecosystem of partners, both established and start-ups to actually make that happen. So that's one big area of focus. The other thing we're doing is... A big part of AT&T's business is actually focused on the enterprise side to AT&T business. So we have two foundry locations, one in Plano and one in Houston, that are focused exclusively on customer co-creation with our enterprise customers. For the past five years, we focused exclusively on IOT and used the Plano foundry to co-create around IOT for customers. In terms of differences across geographies, I think the most salient one is the one in Mexico City. We actually started that with the very explicit intent of innovating for emerging markets. Emerging markets have the need for high-performing, high-quality solutions. >> At a low cost. >> Exactly. So you need to deliver them at a much, much lower cost than the emerging markets actually will bear. So which means that you have to frame the problem differently, you have to go about innovation very differently, and oftentimes, you'll have to tap into the local innovation ecosystem as well. So that's a big, big part of what we're doing in Mexico as well. Trying to tap into the global network that we have as a company through all of the six foundry locations but making sure that we're tailoring it to what the local Mexican market needs. >> I'm actually very excited to see how innovation has been rolling out around the world. One of the things that comes up in every dialogue I have around innovation right now and frankly in most products is AI. Do you see a role of AI happening in the foundry today? >> Yeah we've been doing work on AI for quite some time. In fact, we've been doing a series of projects for our internal organization around applying machine-learning techniques to some very complex network optimization problems. And we're doing that for about 18 months or so. And we've been looking at even ways to apply reinforcement learning to some very classic network problems as well. As part of some of the work that we're doing around edge, we're looking at ways to do influencing at the edge. For a variety of use cases, including, for example, a public safety or a first-responder kind of a use case. So absolutely, AI and machine-learning continue to be one of the areas that we spend a lot of time on. >> Well Vishy, it's been great talking to you today here at AT&T's shape, and look forward to seeing you again soon. >> Thank you, Maribel. Likewise. >> Maribel Lopez, speaking with theCUBE. Thank you. (upbeat music)

>> From the Palace of Fine Arts in San Francisco, it's theCUBE covering AT&T Spark. (techy music) Now here's Jeff Frick. >> Hey, welcome back everybody. Jeff Frick here at theCUBE. We're at AT&T's Spark event, it's up in San Francisco at the Palace of Fine Arts. It's really all about 5G, and we're excited to be here, you know, there's been a lot of conversation about 5G for a very, very long time, and we're super excited to have the expert in the field. Maribel Lopez has been following this forever. So Maribel, first off, thanks for stopping by, thanks for hosting a few segments and great to catch up. >> Excited to be here. >> Absolutely, so 5G, you've made a funny comment before we went on. You said, "Jeff, this 5G's been going on "forever and ever and ever, but now it's finally "starting to come to reality, to fruition." >> Yeah, I got to see all the Gs: the 2G, the 3G, the 4G, now the 5G, and you know, for a couple of years we were just talking about standards, and what's really exciting to me is that now people are talking about doing production stuff, you know, not just rolling in a test van and prototype equipment, but actual things that we might be able to see deployed within the coming year. >> Right. >> People are talking about lighting up cities. AT&T announced another five cities that they were going to put, actually seven, I think, on the calendar. >> Up to a dozen, I think, now, then they had another-- >> Yes, they had seven, they added another five-- >> Seven after that, right. >> And then another seven, so we're really starting to see momentum in 5G, it's going to happen. >> Right, so there's a bunch of things with 5G that are fundamentally different than the last G. >> Right. >> And the first one, right, is it wasn't really developed just for faster voice. That was not the objective of 5G. >> Yeah. >> It's really to take advantage of IoT and this whole kind of machine to machine world in which we're in right now. >> Yeah. >> That's a fundamental difference in terms of the applications that it can open up. >> Yeah, we're seeing... To your point, I mean, we talked a lot about bandwidth before. Yes, you get more bandwidth, but you also get lower latency, and that's the thing of how fast something can travel, and that opens up a huge amount of new applications like autonomous driving. If you want a wireless connection in autonomous driving you need 5G so you have that, you know, really sharp response time to make it happen. If you're doing remote medicine, you know, 5G gives you both bandwidth, but also the latency to see if something's happening so that you can do things that are real-time in nature. So, I think it's that real-time in nature with high speed that everybody's talking about. We saw eSports and gaming listed today, and the discussion about how you could now do it on a low-end PC because between your 5G network and new software you've got this huge opportunity with the cloud to just do a whole new, different way of gaming and entertainment, so lots of great applications are coming out with 5G. >> Yeah, it's pretty interesting on that demo, because it was an NVIDIA guy talking about-- >> Yes. >> Having basically an NVIDIA data center to do all the graphic computation back in the cloud at the NVIDIA data center-- >> Yeah. >> And then delivering it to whatever kind of low-end edge device that you had, in this case a laptop. The funny thing about the latency that I thought really kind of struck home for me was they talked about when your audio and your video are slightly out of sync when you're watching a video. >> Exactly. >> When it's just off a little bit. >> Mm-hm. >> Not enough like, "Wait, this is broken," but enough to actually get nausea. >> Yeah. >> You actually have a physical reaction, so I think that was really interesting. That is what's going to go away when we have the better connectivity speeds, everything else with 5G. >> And I think that's when one of the things that's been holding back the immersive nature of new applications like VR, so that disconnect that you talked about is really important to get rid of that, and you can get rid of part of that with wireless and part of it with low latency. So, if we get the headsets a little smaller and we get more content I think we'll start to get a better vision of what's happening there. I also think we're starting to see these things come into the enterprise. You know, the enterprises are really taking 5G seriously. They're looking at doing things like their own private 5G networks in things like manufacturing and robotics, for example. >> Right, right, yeah, the private 5G, interesting, in a lot of conversation, too, about doing it for the first responders to have their own dedicated network, but one of the topics I thought interesting was the commitment to software and the commitment to opensource, and we've kind of seen the rise of the telcos and OpenStack. >> Yeah. >> We've been covering OpenStack, I think since 2013, and you could see with each and every passing year that the telco presence within the OpenStack community just increased and it really seemed to find a home, and here they dedicated a whole keynote session to AT&T's embracing of opensource. >> Yeah, opensource is actually interesting because I think it's counterintuitive to think that a large enterprise customer like AT&T would go so deep into opensource, but when you really think of it, if you want to be innovative and you want to run at, you know, what we now consider cloud speed-- >> Right. >> Digital native speed, then you need to have that concept of opensource and open APIs to build on top of so that really what you're focusing on is the part of your business that differentiates you, not on building the whole stack. So, the days of building, like, your whole stack from scratch are over, and opensource is really important, and what I found really interesting about that was the takeaway that so many companies, even competitors of each other, had all thrown in on this concept of this opensource technology so that they could basically bootstrap their innovation. >> Right, the other kind of theme that kind of came up, which I found really interesting, is if you've ever seen Jeff Bezos speak on his investment in Blue Origin. >> Yeah. >> He talks very specifically that he wants to put a platform in play-- >> Mm-hm. >> Leveraging the winnings that he's gotten from Amazon to enable future entrepreneurs to have an infrastructure in which they can build cool applications-- >> Absolutely. >> In this case for space. We heard the same message here within this kind of 5G, that the concept of, you know, kind of infinite compute, infinite bandwidth-- >> Right. >> And infinite storage asymptotically approaching zero, what applications would you build in that world, and really this constant conversation of experience, whether that be a business experience, a consumer experience-- >> Yeah. >> A first responder experience, is really what's behind kind of the excitement on this 5G conversation. >> I think there was always a disconnect of when you get data, and how quickly you can analyze that data and get it back to somebody to do something meaningful, so this whole experience is about even if you are not holding a 5G handset or some 5G thing in your hand or elsewhere, what that will do is because they've built the 5G infrastructure you get the opportunity to make 4G better for everybody. So, I think people think, "Oh, I've got to wait for 5G." It's like, "No, you're going to see the benefits "of 5G long before everybody's ubiquitously deployed, "long before everybody has 5G devices." >> Right. >> Things are just going to work better, and you can get that data faster and new experiences faster, so I'm excited for it. >> Right, and then the other piece that we hear over and over, right, is AI and machine learning, and again-- >> Absolutely, mm-hm. >> It's not AI and machine learning just for the sake of AI and machine learning. It's baked into all these other applications to make them all work better, and again, that's another big thing that we hear here at the keynotes. >> Yeah, I think the AI and machine learning is interesting because we've had it for a long time, but now everybody has access to it, right? We've got cloud services that give you algorithms, we've got massive compute, and now we've got the ability to take all the data from IoT sensors and other things and get it back to either a centralized place, or to do edge compute on it, which I think is really exciting. >> Right, so just to wrap, get your kind of your final impressions on kind of the show-- >> Yeah. >> And again, you said you'd been here for all the Gs, (laughs) so is a 5G, is this a big difference from our prior step functions? >> I think it is because of that latency that we talked about and the ability to do much more real-time, data intensive apps. So, you've always had this concept of moving to more data, but it had lower latency, it might've had a higher cost. Now we're getting that right kind of combination of cost, bandwidth, real-time nature, so I think every G gets better and 5G is just better than 4G, but in different ways, so-- >> All right, well Maribel, thanks again for stopping by, and also for helping us out guest hosting a few segments. >> Thank you. >> All right, (chuckles) she's Maribel, I'm Jeff, you're watching theCUBE. We're at AT&T Spark in San Francisco, thanks for watching. (techy music)

>> From the Palace of Fine Arts in San Francisco, it's theCUBE! Covering AT&T Spark. (bubbly music) >> Hello! I'm Maribel Lopez, the Founder of Lopez Research, and I am here today at the AT&T Spark event in San Francisco and I have great pleasure and honor of interviewing Mazin Gilbert, who is the VP of Advanced Technology and Systems at AT&T. We've been talking a lot today, and welcome Mazin. >> Thank you, Maribel for having us. >> We've been talking a lot today about 5G, 5G is like the first and foremost topic on a lot of people's mind that came to the event today, but I thought we might step back for those that aren't as familiar with 5G, and maybe we could do a little 5G 101 with Mazin. What's going on with 5G? Tell us about what 5G is and why it's so important to our future. >> 5G is not another G. (Maribel laughs) It really is a transformational and a revolution really to not to what we're doing as a company, but to society and humanity in general. It would really free us to be mobile, untethered, and to explore new experiences that we've never had before. >> Do I think of this as just faster 4G? Because we had 2G, then 3G, then 4G, is 5G something different? When you say it allows us to be mobile and untethered, don't we already have that? >> No we don't. There are a lot of experiences that are not possible to do today. So imagine that having multiple teenagers experiencing virtual reality, augmented reality, all mobile, while they are in the car all in different countries; we can't have that kind of an experience today. Imagine cars as we move towards autonomous cars, we cannot do autonomous cars today without the intelligence, the speeds and the latency with 5G, so that all cars connect and talk to each other in a split of a second. >> See, I think that's one of the real benefits of this concept of 5G. So when you talk about 5G, 5G is yes more bandwidth, but also lower latency, and that's going to allow the things that you're talking about. I know that you also mention things such as telemedicine, and FirstNet network, any other examples that you're seeing that you think are really going to add a difference to peoples lives going forward as they look at 5G? >> 5G is a key enabler in terms of how these experiences are going to really be transformed. But when you bring in 5G with the edge compute. Today, think of compute, and storage, and securing everything, is sitting somewhere, and as you're talking, that something goes to some unknown place. In the 5G era, with the edge, think of computer storage as following you. And now-- >> So you're your own data center. (laughs) >> You're pretty much your own data center. Wherever you go with every corner, there's a data center following you right there. And now add to that, we're transforming our network to be programmable with our software-defined network, and add AI into that, bringing all of this diamond together, the 5G, the edge, programming the network with software-defined, and AI, and that is what the new experiences is. This is when you'll start seeing really an autonomous world. A world in which that we're able to experience drones flying and repairing cell sites, or repairing oil tanks, without us really being involved, from being in our living room watching a movie. This is a world that is extremely fascinating, a world in which that people can interact and experience family reunion, all virtually in the same room, but they're all in different countries. >> I do think there's this breakthrough power of connectivity. We've talked about it in the next generation of telemedicine, you mentioned some of the dangerous jobs that we'd be able to use drones for, not just for sort of hovering over peoples gorgeous monuments or other things that we've seen as the initial deployments, but something that's really meaningful. Now I know the other topic that has come up quite a bit, is this topic of opensource, and you're in the advanced technology group, and sometimes I think that people don't equate the concept of opensource with large established organizations, like an AT&T, but yet, you made the case that this was foundational and critical for your innovation, can you tell us a little bit more about that? >> Opensource is really part of our DNA. If you look at the inventions of the Unix, C, C++, all originated from AT&T Labs and Bell Labs, we've always been part of that opensource community. But really in the past five years, I think opensource has moved to a completely another level. Because now we're not just talking about opensource, we're talking about open platforms, we're talking about open APIs. What that means is that, we're now into-- >> A lot of open here. (laughs) >> Everything open in here. And what that really means is that we no longer as one company, no one company in the world can make it on their own. The world-- >> K, this is a big difference. >> It's a big difference. The world is getting smaller, and companies together, for us to really drive these transformational experiences companies need to collaborate and work with each other. And this is really what opensource is, is that, think of what we've done with our software-defined network, what we called ONAP in the opensource, we started as a one company, and there was another, one of the Chinese mobile companies also had a source code in there. In the past one year, we now have a hundred companies, some of the biggest brand companies, all collaborating to building open APIs. But why the opensource and open API is important, enables collaboration, expedite innovation, we've done more in the past one year than what we could've done alone for 10 years, and that's really the power of opensource and open platforms >> I totally agree with you on this one. One of the things that we've really seen happen is as newer companies, these theoretically innovative companies have come online, cloud native companies, they've been very big on this open proponent, but we're also seeing large established companies move in the same direction, and it's allowing every organization to have that deeply innovative, flexible architecture that allows them to build new services without things breaking, so I think it's very exciting to see the breadth of companies that you had on stage talking about this, and the breadth of companies that are now in that. And the other thing that's interesting about it is they're competitors as well, right? So, there's that little bit of a edgy coopetition that's happening, but it's interesting to see that everybody feels that there's room for intense innovation in that space as well. So we've talked a little bit about opensource, we've talked about 5G, you are in advanced technology, and I think we'd be remiss to not talk about the big two letter acronym that's in the room that's not 5G, which would be AI. Tell me what's going on with AI, how are you guys thinking about it, what advice do you have for other organizations that are approaching it? Because you are actually a huge developer of AI across your entire organization, so maybe you could tee up a little bit about how that works. >> AI is transformational, and fundamental for AT&T. We have always developed AI solutions, and we were the first to deploy a AI in call centers 20 years ago. >> 20 years ago, really? >> 20 years ago. >> You were doing AI 20 years ago? >> 20 years ago. >> See, just goes to show. >> 20 years ago. I mean AI really, if you go to the source of AI, it really goes in the '40s and '50s with pioneers like Shannon and others. But the first deployment in a commercial call center, not a pilot, was really by AT&T. >> An actual implementation, yeah. >> With a service, we called it how may I help you. And the reason we put that out, because our customers were annoyed with press one for this and press two for billing, they wanted to speak naturally. And so we put the system that says "How may I help you?" and how may I help you allowed the customer to tell us in their own language, in their own words, what is it that they want from us as opposed to really dictating to them what they have to say Now today, it's really very hard for you to call any company in the world, without getting a service that uses some form of speech recognition or speech understanding. >> Thankfully. (laughs) >> But where we're applying it today and have been for the past two, three years, we're finding some really amazing opportunities that we've never imagined before. AI in its essence, is nothing more than automation leveraging data. So using your data as the oil, as the foundation, and driving automation, and that automation could be complete automation of a service, or it could be helping the human to doing their job better and faster. It could be helping a doctor in finding information about patients that they couldn't have done by themselves by processing a million records all together. We're doing the same thing at AT&T. The network is the most complex project ever to be created on the planet. And it's a complex project that changes every second of the day as people move around, and they try different devices. And so to be able to optimize that experience, is really an AI problem, so we apply it today to identify where to build the next cell sites all the way to what's the right ad to show to the customer, or, how do we really make your life easier with our services without you really calling our call center, how do I diagnose and repair your setup box before you're calling us? All of that foundation is really starting to be driven by AI technologies, very exciting. >> Well I'm actually very excited to see where AI takes us, and I'm excited to hear about what you're doing in the future. Thanks for takin' the time to come here today, >> It's my pleasure. >> And be with us on theCUBE. Thank you. >> It's always a pleasure talking to you, thank you very much. >> I'm Maribel Lopez closin' out at AT&T Spark, thank you. (bubbly music)

>> From the palace of fine arts in San Francisco it's the Cube. Covering AT&T Spark, now here's Jeff Frick. >> Hey, welcome back everybody, Jeff Frick here with the Cube. We're at the Palace of Fine Arts in San Francisco at the AT&T Spark event and it's all about 5G. 5G is this huge revolution and I haven't got a definitive number but it's something on the order of hundred X, improvement of speed and data throughput. There's a lot of excitement but one of the things that is less talked about here but it was actually up on the keynote was really the roll of opensource and AT&T talked a lot about opensource and how important it is and really redefining the company around the speed of software development versus the speed of hardware development and that's a big piece of it. We're excited to have somebody who knows all about opensource our next guest he's Jeff McCaffer. He's the Director of Opensource Progress Officer at Microsoft, did I get that right Jeff? >> No, well it said Opensource Programs Officer. >> Programs Officer. >> Yep. >> So you do all about opensource. >> Yeah. >> Well first off, welcome. >> Thank you very much Jeff, it's good to be here. >> So Microsoft, you know, no one would have ever thought, I mean, you know, I'm probably dating myself. 15 years ago with that Microsoft would be a big component of opensource but in fact they're a huge proponent of opensource. >> Absolutely, even just not so long ago you know, it was not the foremost in everybody's mind that Microsoft would be doing opensource. But now it's a core part of our company. It's a core part of how we work and our engagement with the rest of the industries. So it's really growing and it's continuing to grow. >> So how did it kind of get there and what are some of the real key components that you have to worry about in your role to managing, you know, participating in all these various communities all over the place. >> Yeah, well I mean it's been a long road but it's really the way software's happening today, you mention in the intro about the dispute of software versus hardware and software's just going so fast and you know, you can aspire to be world class but when everybody else starts there with opensource, you know it's really hard to start from zero get to there. So we're really happy to be you know, using opensource and contributing. One of the real challenges we've had going forward is the scale like simply we've got literally millions of uses of opensource across all of our products and services. And managing that, keeping track of it, engaging with those, all those communities and everything is a real big challenge. So we've been building paulo season tools and changing the culture to understand that you know, you need to engage, push fixes back, all those sorts of things. And then when we look at our releasing our software, we have thousands of opensource repositories on GitHub, thousands of developers at Microsoft working on GitHub repositories, our own and others in the community. So it's just managing all of that as being a really big challenge. >> Right and it's interesting cause the opensource projects themselves, we've seen at time and time again. You know, they fork and they go a lot of different directions. There's sometimes disagreement about direction. >> Sure. >> And prioritization, so you've got a kind of manage that within the opensource thread but as well as within, you know, where those products play a role in your products. >> Right, right and we've taken a sort of federated model in the company, we're very diverse as you know right and so my team sort of helps put guidelines in place for for project teams to run and then those project teams run their own program. How they engage with opensource, however they want to and sort of at the level they want to that matches their business requirements. So it ranges everywhere from people who are fully opensource to folks who are just you know, using a little bit of stuff here and there within their products. >> Right, what if you could speak a little to opensource and the role that it plays in employee happiness, employee retention cause you know, there's so much goodness and you see it at these shows. >> Absolutely. >> Where there's particular contributors that you know, they're rock stars in their community. They've made super important contributions. >> Yeah. >> They've managed the community and I always think back, if you're the person managing that person back at the office you know, how much time do they put into their opensource effort? >> Sure. >> How much time do they put in their company efforts? How much of their time is really the company software that's built on top of that opensource. >> Yeah. >> And how do you manage that because it is a really important piece for a lot of people's personas. >> Absolutely. >> And their self values. >> Yeah, well and there's been a lot of research that says also that high performing teams, one of the traits of high performing teams is engaging in opensource. And at the personal level like individuals, there's kind of a different set of possibilities there, you know, either you're engaging in opensource for part of your product work, right, so that's sponsored by the company. Or you might be doing some things on the side or some tangential range in between there, right? >> Right. >> And sort of all of those you need to drive to the appropriate level, the folks who are working on it day to day for their, for the company. There's some really interesting dynamics that can get setup. Super exciting for the team, sometimes it can get a little waylaid maybe but you know, you want to keep them, keep them on task. But then also the, the folks who are doing it of their own volition, like on their own time and that sort of thing. That also brings back a bunch of energy and everything into the workplace. New technologies that they'll discover in their area and they'll bring back the energy and the excitement about engaging back to the regular team. >> Right. >> So there's lots of possibilities there. >> So what brings you here, what brings you to AT&T Spark today? >> Well they invited me to speak on a panel earlier today about opensource and the future of opensource and so I had a, there were a couple of other people from Linux Foundation and from AT&T. So we had a good conversation on stage. >> Yeah it's pretty interesting how, pretty much all these projects you know, eventually get put in to the Linux Foundation. That they, you know, they've just kind of become this defacto steward for a wide variety of opensource projects. >> Yeah, well there's a number of different foundations, Linux Foundation's certainly one of the better known ones, the Eclipse Foundation, Apache. >> Right, Apache yeah, right. >> Been around lots of times doing lots of good things. So there's a ton of amazing projects out there in all of these foundations. And it's just super exciting to see them all be engaging like in this sort of cohesive right, and with a good governance model. >> Right. >> Yep. >> So I'll give you the last word, one of my favorite lines always that's opensource is opensource is free like a puppy. >> Yes, it's totally free like a puppy. >> So, you know, you're living in that world, what is one of the things about opensource that most people miss, one of the really positive attributes that most people just don't see. And then what's one of the big, you know kind of biggest, kind of ongoing challenges, that's just part of operating in this opensource world? >> Well I mean, I phrase it in challenges and opportunities, right, there are obviously lots of challenges, like I was saying with scale and managing security. And the culture change that goes around collaboration and that sort of thing. The opportunities, I think are boundless really, I mean there's, one of the most gratifying things that you can see as an opensource project, is people take your technology and use it in ways you never imagined. Right, so there's, we can think of that as our products too and we take our products and they've got opensource APIs. They've got opensource frameworks and such. And people take them and do amazing things with them that we never imagined possible. And that just, that part is really exciting and invigorating. >> Yeah, alright Jeff well thanks for taking a few minutes. >> Sure. >> Congrats on all your work and I guess we'll see you in Orlando in a month or so. >> Okay, possibly. >> Alright, he's Jeff, I'm Jeff, we're all Jeffs here and we're at the Palace of Fine Arts at AT&T Spark, thanks for watching, see you next time. (upbeat music)

>> From the Palace of Fine Arts in San Francisco, it's theCUBE, covering AT&T Spark. Now here's Jeff Frick. >> Hey, welcome back, everybody. Jeff Frick here with theCUBE. We're at the Palace of Fine Arts in San Francisco at the AT&T Spark event. It's really all about 5G and what 5G is going to enable. You know, this is a really big technology that's very, very close. I think a lot closer than most people understand. And one of the most important components of 5G is it was designed from the ground up really not so much for people-to-people communications as much as machine-to-machine communications. So we're really excited to have someone who's right in the thick of that and talk about the implications, especially another topic that we hear all the time, which is Edge computing. So it's Alicia Abella. She is the VP of Operational Automation in Program Management from AT&T Labs. Alicia, welcome. >> Thank you for having me, Jeff. >> Absolutely. So we were talking a little bit before we turn on the cameras about 5G and Edge computing. And how the two, while not directly tied together, are huge enablers of one another. I wonder if you can unpack a little bit about why is 5G such an important component to kind of the vision of Edge computing? >> Sure, absolutely. Yeah, happy to do so. So Edge computing is really about bringing processing power closer to the end device, closer to the end user, where a lot of the processing data analytics has to occur. And you want to do that because you want to be able to deliver the services and applications close to the edge, close to where the customer is, so that you can deliver on the speeds that those applications need. 5G plays a role because 5G is promising to be very fast and also very reliable and very secure. So now you've got three things to your advantage paired up with Edge to be able to deliver on a lot of these use cases that we hear a lot about when we talk about 5G, when we talk about Edge. Some example use cases are the autonomous vehicle. The autonomous vehicle is a classic example for Edge computing as well as 5G. And in fact, it illustrates a kind of continuum, because you can have processing that always has to remain in the car. Anything related to safety? That processing has to happen right on that device. The device in this case being the car. But there are other processing capabilities, like maybe updates to real-time maps. That could happen on the Edge. You still have to be near real-time, so you want to have that kind of processing and updating happening at the Edge. Then maybe you have something where you want to download some new entertainment, a movie to your car. Well, that can reside back at the data center, further away from where the device or the car is. So you've got this continuum. >> So really, what the 5G does is really open up the balance of how you can distribute that store computing and communications. It's always about latency. At the end of the day, it's always about latency. And as much as we want to get as much compute close, oh, and also, I guess power. Power and latency. >> Power and Edge actually go hand-in-hand as well. >> It's a big deal, right? >> Mhm. >> So what you're saying is, because of 5G, and the fact that now you have a much lower latency, faster connectivity port, you can now have some of that stuff maybe not at the Edge and enable that Edge device to do more, other things? >> Yes, so I often like to say that we are unleashing the device away from having it be tethered to the compute processor that's handling it and now you can go mobile. Because now what you do is, if the processing is happening on the Edge and not on the device, you save on battery life, but you also make the device more lightweight, easier to manage, easier to move around. The form factor can become smaller. So there's also an advantage to Edge computing to the device as well. >> Right. It's pretty interesting. There was an NVIDIA demo in the keynote of running a video game on the NVIDIA chips in a data center and pumping a really high resolution experience back out to the laptop screen I think is what he was using it for. And it's a really interesting use case in how when you do have these fast, reliable networks, you can shift the compute, and not just a peer compute, but the graphics, et cetera, and really start to redistribute that in lots of different ways that were just not even fathomable before. Before you had to buy the big gaming machine. You had to buy the big, giant GPU. You had to have that locally, and all that was running on your local machine. You just showed a demo where it's all running back in their data center in Santa Clara. Really opens up a huge amount of opportunity. >> That's right. So Edge computing is really distributed in nature. I mean, it is all about distribution. And distributing that compute power wherever you need it. Sprinkling it across the country of where you need it. So we've gone, there's been this pendulum shift, where we started with the mainframe, big rooms, lots of air conditioning, and then the pendulum swung over to the PC. And that client-server model. Where now you had your PC and you did your computing locally. And then it swung back the other way for Cloud computing where everything was centralized again and all that compute power was centralized. And now the pendulum is swinging back again the other way to this distributed model where now you've got your compute capabilities distributed across the country where you need it. >> Right. So interesting. I mean, networking was the last of the virtualized platform between storage and compute, and then finally networking. But if you really start to think of a world with basically infinite power, compute, infinite store, and infinite networking, basically asymptotically approaching zero pricing. Think of the world from that way. We're not there. We're never going to get to that absolute place, but it really opens up a lot of different ways to think about what you could do with that power. So I wonder if there's some other things you can share with us. At Labs, you guys are looking forward to this 5G world. What are some of the things that you see that just, wow, I would have never even thought that was even in the realm of possibility that some people are coming up with? >> Yeah. >> Any favorites? >> Oh, I think one of our favorites is certainly looking at the case of manufacturing. Even though you would think of manufacturing as very fixed, the challenge with manufacturing is that a lot of those robotics capabilities that are in the manufacturing assembly lines, for example, they're all based on wires and they can't change and upgrade what they're doing very quickly. So being able to deliver 5G, have things that are wireless, and have Edge compute capabilities that are very powerful means that they can now shift and move around their assembly lines very quickly. So that's going to help the economy. Help those businesses be able to adapt more quickly to changes in their businesses. And so that's one that is quite exciting to us. And I would say the next one that's also exciting for us would be, we talked about autonomous vehicles already, 'cause that one's kind of far out, right? >> I don't think it's as far as most people think, actually. We covered a lot of autonomous vehicle companies, and there's just so much research being done now. I don't think it's as far out as people think. >> Yes, and so I think we are definitely committed to deploying Edge compute. And in the process, from a more technical perspective, I think one of the things that we are going to be interested in doing is, and you alluded to it before, is how do you manage all of those applications and services and distribute them in a way that is economical, that we can do it at scale, that we can do it on demand? So that too is part of what's exciting about being able to deploy Edge. >> Yeah. It's pretty interesting, the manufacturing example, 'cause it came up again in the keynote to really embracing software-defined, embracing open source. And the takeaway was moving at the speed of software development, not moving at the speed of hardware development. Because software moves a lot faster. And can be more flexible. It's easy to respond to market demands, or competitive demands, or just to innovate a lot faster. So really taking that approach, and obviously a lot of conversation about you guys in the open Stack community and the open-source projects enables you and your customers to start to adapt to software-defined innovation as opposed to just pure hardware-defined innovation. >> That's right. That's right, yup. >> Alright, Alicia, I'll give you the final word. Any surprises? Oh, no, you've got a chat coming up, so why don't you give us a quick preview for what your conversation is going to be about later today? >> Yeah, thank you, Jeff. So yeah, later I'll be talking about AT&T's initiatives around encouraging women to pursue stem fields. In particular, computer science. It turns out that the number of women getting undergraduate degrees in computer science peaked in the mid-80s. And it's been going downhill since. Last year, only 17% of women were getting degrees in computer science So AT&T's mission, and what we announced today was a million dollar donation to the Girls Who Code organization. That's one of many different non-profit organizations that AT&T is involved with to make sure that we continue to encourage young women and also underrepresented minorities and others who want to get in the stem fields to get involved because technology is changing very quickly. We need people who can understand the technology, who can develop the software we talked about, and we need to get that pipeline filled up. And so we're very committed to helping the community and helping to encourage young girls to pursue degrees in stem. >> That's great. Girls Who Code is a fantastic organization. We've had 'em on. Anita Borg, I mean, there's so much good work that goes on out there, so that's a great announcement. And congratulations. >> Thank you. >> And I'm sure that's a meaningful contribution. >> Yeah, thank you. >> So Alicia, thanks for stopping by, and good luck this afternoon, and we'll see you next time. >> Thank you, Jeff. >> Alright. >> Appreciate it. >> She's Alicia, I'm Jeff. You're watching theCUBE. We're at AT&T Spark in downtown San Francisco. Thanks for watching. (upbeat electronic music)

>> From the Palace of Fine Arts in San Francisco, it's theCUBE covering AT&T Spark. (techy music) Now here's Jeff Frick. >> Hey, welcome back, everybody, Jeff Frick here with theCUBE. We're at the Palace of Fine Arts in San Francisco at the AT&T Spark event. It's all about 5G, you know we've been hearing about 5G for a long, long time, that 5G is coming, it's in cities, there's more cities that it's rolling out to, it's lots of special networks, so we're excited to be here as it becomes real, and we've got a guy who's right in the middle of the weeds, right in all the devices. He's Gordon Mansfield, the VP of converged access and device technology at AT&T, Gordon, welcome. >> Thank you. >> So, what do you think? You've probably been looking at this 5G stuff for a long, long time. It feels like we're finally getting pretty close. >> We're getting really close, you know, we're gearing up to launch our first 12 markets this year, and just this past weekend we made the first end-to-end call across our production network with a mobile form factor device, so we're real close and we're real excited. >> So, that just happened, right, this first call? >> It just happened this past weekend. So, what were some of the final hurdles to finally get that little milestone that you guys have probably been looking forward to for while? >> Yeah, so the final hurdles is really getting the device modems into, you know, that form factor device, that mobile form factor to where it can be portable, you can carry it-- >> Right. >> And make these fantastic mobile data calls, and so getting that technology, working together, communicating with the network infrastructure, that work just finished, or there's multiple stages, but a critical stage just got completed last week. We were able to take that technology straight to the field in Waco, Texas, and start demonstrating and working with it live in our production network. >> So, do you get the dog out and he can hear his master's voice when you do that first phone call? >> Well... (laughs) You know... >> The old RCA. >> It's pretty close. >> I know, nobody knows what we're even talking about, right, too old. >> (chuckles) They don't, do they? >> So, the other thing that's really interesting about 5G compared to the other, prior roll-outs is really the focus on devices, and you're in charge of devices and devices is a lot more than just handsets, right? >> Yeah. >> This was really designed for the industrial internet and IoT, and really a whole swath of device-to-device communication. How did that kind of change the way you look at your job? >> Yeah, so you know, we've been working on IoT and modules in the IoT space, but with 5G you start to enable lots of new capabilities with very high bandwidth, low latent applications, which allows us to revolutionize various vertical industries, and so now it's no longer just about the smartphone or the tablet, but it's about anything and everything that you can imagine-- >> Right. >> And so, you know, I tell people all the time, you know, when we first start talking about technology we really think about some cool things, but the reality is we barely touch the surface, and so you know, people will just begin to imagine the capabilities that 5G will unleash and you'll start to put, you know, the capabilities into everything from a refrigerator to robot arms on a manufacturing floor and all kinds of points in between. >> Right, you know it's funny, we go to a lot of tech conferences, and we were just at VMworld a couple weeks ago and you know, Michael Dell said on air that, you know, the edge will actually be bigger than the cloud, and right, it's been all about cloud for the last several years. >> Yeah. >> Now it's all about edge. Well, the key to edge is connectivity, and that's a really important piece of the 5G story. >> Absolutely, if you take your compute power and you push it further to the edge you've got to then connect, and so you can put very low-cost, low horsepower components on the edge, connect them, you know, so in a device, connect them to the edge and come up with some pretty powerful capabilities. >> Yeah, and the other interesting thing from your guys' point of view, having dealt with handsets for so long, is just the whole low power, and a lot of the edge type applications are going to be in remote areas, difficult to get to areas, difficult to plumb areas, so the whole experience with low power combined with the low latency is really a big game changer. >> That's absolutely correct, so when you take low power you can put battery devices that last years-- >> Right. >> And have them in remote locations, sensors, et cetera, and have them connect in a low-latent, high-bandwidth way to deliver, you know, anything that you can imagine. >> Right, so it feels to me that there's really not the buzz around 5G that there should be, and I don't know because we've kind of heard about it for a while and it's kind of been in extended development or people just aren't paying attention, but what's interesting, a lot of conversations in the keynotes talking about experiences. >> Mm-hm. >> Really changing the way you can think about developing applications for experiences based on this technology. We saw the NVIDIA demo where they're running NVIDIA processors in their cloud and sending it to a laptop here, where before you'd have to spend thousands of dollars on a local machine. As you look back, what are some of the things that you've seen, either in testing or conversations, that maybe people just don't have any perception of how this is going to change some of their day-to-day activities? >> So, I don't think people, you know, unfortunately we've become immune. The devices, right, the processing power that we put in devices that people carry in their pocket, they keep going up and up. The reality is at some point you've got to flatten that to... From a consumer perspective you've got to flatten that to have a device that people can afford. >> Right. >> And so, with 5G and you start putting things to the edge you start taking away some of the processing power that physically is in the phone and you put that at the edge, to where now people can have really high speed, high capabilities in a relatively low-cost device. >> That's pretty interesting, you're the first person. So, it is really this redistribution of, you know, networking, compute, and store-- >> Mm-hm. >> That's now enabled with this fast networking, where before your options were really not so great. >> Yeah, it's always a balance, but today your only option is to continue to put more and more horsepower into the device itself-- >> Right. >> More processing, compute storage, into the device. By spreading that and having some of it maintained in the network you can maintain, you can manage cost in the end user device that people carry in their pocket. >> Okay, so give you the last word, when you are at a cocktail party on the weekend talking to some people about what you do, what surprises people most about 5G once you tell them it's this new thing that's coming down the pike? >> Well, you know, look, in my job I get to see lots of cool things, and when I start describing some virtual or augmented reality, imagine walking down the street with a pair of glasses and suddenly images, right, start, you know, being fed on top of what you're really looking at. You start, you know, you can imagine a day where, you know, an advertisement may pop up in your field of view, or you know, points of interest that you might want to see, and you know, obviously we've got to control that and manage it to consumer expectations, but that's not as far away as people might imagine. >> Right, and just to recap, you're in 12 markets. >> 12 markets-- >> You're in seven, five more, and then another seven coming, right? >> That's right, so 12 by the end of '18, and seven more in early '19. We're off to a fast start and looking to grow from there. >> All right, Gordon, well congratulations on progress to date and good luck with the roll-out. >> All right, thank you. >> (chuckles) All right, he's Gordon, I'm Jeff, you're watching theCUBE. We're at AT&T Spark in San Francisco, thanks for watching. (techy music)

>> From the Palace of Fine Arts in San Francisco, it's theCUBE, covering AT&T Spark. Now here's Jeff Frick. >> Hey welcome back everybody, Jeff Frick here with theCUBE. We're at San Francisco, at the historic Palace of Fine Arts, it's a beautiful spot, it's redone, they moved Exploratorium out a couple years ago, so now it's in a really nice event space, and we're here for the AT&T Spark Event, and the conversation's all around 5G. But we're excited to have our first guest, and he's working on something that's a little bit tangential to 5G-related, but not absolutely connected, but really important work, it's Chris Sambar, he is the SVP of FirstNet at AT&T, Chris, great to see you. >> Thanks Jeff, great to be here, I appreciate it. >> Yeah, so you had a nice Keynote Presentation, talking about FirstNet. So for people I've missed, that aren't familiar, what is AT&T FirstNet? >> Sure, I'll give a quick background. As I was mentioning up there, tomorrow is the 17-year Anniversary of 9/11. So 17 years ago tomorrow, a big problem in New York City. Lots of first responders descended on the area. All of them were trying to communicate with each other, they were trying to use their radios, which they're you know, typically what you see a first responder using, the wireless networks in the area. Unfortunately challenges, it wasn't working. They were having trouble communicating with each other, their existing wireless networks were getting congested, and so the 9/11 Commission came out with a report years later, and they said we need a dedicated communications network, just for First Responders. So they spun all this up and they said, we're going to dedicate some Spectrum, 20 megahertz of D-Class Spectrum, which is really prime Spectrum. Seven billion dollars and we're going to set up this Federal entity, called the FirstNet Authority, and they're going to create a Public Safety Network across America. So FirstNet Authority spent a few years figuring out how to do it, and they landed on what we have today, which was a Public/Private Partnership, between AT&T, and Public Safety throughout America, and we're building them a terrific network across the country. It is literally a separate network so when I, I think of wireless in America, I think of four main commercial carriers, AT&T, Verizon, T-Mobile, Sprint. This is the 5th carrier, this is Public Safety's Wireless Network just for them. >> So when you say an extra network, so it's a completely separate, obviously you're leveraging infrastructure, like towers and power and those types of things. But it's a completely separate network, than the existing four that you mentioned. >> Yeah, so if you walk into our data centers throughout the country, you're going to see separate hardware, physical infrastructure that is just for FirstNet, that's the core network just for this network. On the RAN, the Radio Access Network, we've got antennas that have Band 14 on them, that's Public Safety's Band, dedicated just for them when they need it. So yeah, it's literally a physically separate network. The SIM card that goes into a FirstNet device, is a different SIM card than our commercial users would use, because it's separate. >> So one of the really interesting things about 5G, and kind of the evolution of wireless is, is taking some of the load that has been taken by like WiFi, and other options for fast, always on connectivity. I would assume radio, and I don't know that much about radio frequencies that have been around forever with communications in, in First Responders. Is the vision that the 5G will eventually take over that type of communication as well? >> Yeah, absolutely. If you look at the evolution of First Responder, and Public Safety Communications, for many years now they've used radios. Relatively small, narrow Spectrum bands for Narrow Band Voice, right, just voice communications. It really doesn't do data, maybe a little bit, but really not much. Now they're going to expand to this Spectrum, the D-Class, the D-Block Spectrum, excuse me, which is 700 megahertz, it's a low-band Spectrum, that'll provide them with Dedicated Spectrum, and then the next step, as you say, is 5G, so take the load off as Public Safety comes into the, the new Public Safety Communications space, that they've really been wanting for years and years, they'll start to utilize 5G as well on our network. >> So where are you on the development of FirstNet, where are you on the rollout, what's the sequence of events? >> The first thing we did, the award was last year in March 2017. The first thing we did was we built out the core network. When I talked about all that physical infrastructure, that basically took a year to build out, and it was pretty extensive, and about a half a billion dollars so, that was the first thing we did, that completed earlier this year. >> Was that nationwide or major metro cities or how-- >> Nationwide, everywhere in the country. >> Nationwide, okay. >> So now what we're doing is, we are putting the Spectrum that we were given, or I should say we were leased for 25 years, we're putting that Spectrum up across our towers all over the country so, that will take five years, it's a five-year build-out, tens of thousands of towers across America, will get this Public Safety Spectrum, for Public Safety, and for their use. >> Right. Will you target by GEO, by Metro area, I mean, how's it going to actually happen? That's a huge global rollout, five years is a long time. How you kind of prioritize, how are you really going to market with this? >> The Band 14 Spectrum is being rolled out in the major, the major dense areas across the country. I will tell you that by the end of the rollout, five years from now, 99% of the population of America, will have Band 14 Spectrum, so the vast majority of the population. Other areas where we don't roll it out, rural areas for example, all of the features that Public Safety wants, we call them (mumbles) and priority, which is the features to allow them to always have access to the network whenever they need it. Those features will be on our regular commercial Spectrum. So if Band 14 isn't there, the network will function exactly as if it were there for them. >> Right. Then how do you roll it out to the agencies, all the First Responders, the Fire, the Police, the EMTs, et cetera? How do they start to take advantage of this opportunity? >> Sure, so we started that earlier this year. We really started in a March-April timeframe in earnest, signing up agencies, and the uptake's been phenomenal. It's over 2500 Public Safety Agencies across America, over 150,00, and that number grows by thousands every week. That's actually a pretty old number but, they are signing up in droves. In fact, one of the problems we were having initially is, handling the volume of First Responders that wanted to sign up, and the reason is they're seeing that, whether it's a fire out in Oregon, and they need connectivity in the middle of nowhere, in a forest where there's no wireless connectivity at all, we'll bring a vehicle out there, put up an antenna and provide them connectivity. Whether it's a Fourth of July show, or a parade, or an active shooter, wherever large groups of people, combined together and the network gets congested, they're seeing that wow, my device works no matter what. I can always send a text message, I can send a video, it just works. Where it didn't work before. So they love it, and they're really, they're really signing up in droves, it's great. >> It's really interesting because it's, it's interesting that this was triggered, as part of the post 9/11 activity to make things better, and make things safer. But there was a lot of buzz, especially out here in the West with, with First Responders in the news, who were running out of band width. As you said, the Firefighters, the fire's been burning out here, it seems like forever, and really nobody thinking about those, or obviously they're probably roaming on their traditional data plan, and they're probably out there, for weeks and weeks at a time, that wasn't part of their allocation, when they figured out what plan they should be. So the timing is pretty significant, and there's clearly a big demand for this. >> Absolutely. So that example that you sight is a really good one. Two weeks ago, there was a lot in the news about a fire agency in the West, that said they were throttled by their carrier. It was a commercial carrier, and commercial carriers have terms and conditions, that sometimes they need to throttle usage, if you get to a certain level. That's how commercial networks work. >> Right, right. >> FirstNet was built with not only different technology, hardware, software, but with different terms and conditions. Because we understand that, when a First Responder responds to your house, we don't want that to be the minute in time, when their network, their plan got maxed out, and now they're getting throttled. >> Right. >> So we don't have any throttling on the FirstNet Network. So it's not only the hardware, software, technical aspects of the network, but the terms and conditions are different. It's what you would expect that a First Responder would have and want on their device, and that's what we're providing for them. >> Right, and the other cool thing that you mentioned is, we see it all the time, we go to a lot of conferences. A lot of people probably experience it at, at big events right, is that still today, WiFi and traditional LTE, has hard times in super-dense environments, where there's just tons and tons and tons of bodies I imagine, absorbing all that signal, as much as anything else, so to have a separate Spectrum in those type of environments which are usually chaotic when you got First Responders, or some of these mass events that you outlined, is a pretty important feature, to not get just completely wiped out by everybody else happening to be there at the same time. >> Exactly. I'll give you two quick examples, that'll illustrate what you just said. The first one is, on the Fourth of July, in downtown Washington D.C. You can imagine that show. It's an awesome show, but there are hundreds of thousands of people that gather around that Washington Monument, to watch the show. And the expectation is at the peak of the show, when all those people are there, you're not really going to be sending text messages, or calling people, the network's probably just not going to work very well. That's, we've all gotten used to that. >> Right, right. >> This year, I had First Responders, who were there during the event, sending me videos of the fireworks going off. Something that never would've been possible before, and them saying oh my gosh. The actually works the way it's supposed to work, we can use our phones. Then the second example, which is a really sad example. There was a recent school shooting down in Florida. You had Sheriffs, Local Police, Ambulances. You even had some Federal Authorities that showed up. They couldn't communicate with each other, because they were on different radio networks. Imagine if they had that capability of FirstNet, where they could communicate with each other, and the network worked, even though there were thousands of people that were gathering around that scene, to see what was going on. So that's the capability we're bringing to Public Safety, and it's really good for all of us. >> Do you see that this is kind of the, the aggregator of the multi-disparate systems that exist now, as you mentioned in, in your Keynote, and again there's different agencies, they've got different frequencies, they've got Police, Fire, Ambulance, Federal Agencies, that now potentially this, as just kind of a unified First Responder network, becomes the defacto way, that I can get in touch with anyone regardless of of where they come from, or who they're associated with? >> That is exactly the vision of FirstNet. In major cities across America, Police, Fire, Emergency Medical typically, are on three different radio networks, and it's very difficult for them to communicate with each other. They may have a shared frequency or two between them, but it's very challenging for them. Our goal is to sign all of them up, put them on one LTE network, the FirstNet Network, customized for them, so they can all communicate with each other, regardless of how much congestion is on the network. So that's the vision of FirstNet. >> Then that's even before you get into the 5G impacts, which will be the data impacts, whereas I think again, you showed in some of your examples, the enhanced amount of data that they can bring to bear, on solving a problem, whether it's a layout of a building for the Fire Department or drone footage from up above. We talked to Menlo Park Fire, they're using drones more and more to give eyes over the fire to the guys down on the ground. So there's a lot of really interesting applications that you can get more better data, to drive more better applications through that network, to help these guys do their job. >> Yeah, you've got it, the smart city's cameras, don't you want that to be able to stream over the network, and give it to First Responders, so they know what they're going to encounter, when they show up to the scene of whatever issue's going on in the city, of course you do, and you need a really reliable, stable network to provide that on. >> Well Chris, this is not only an interesting work, but very noble, and an important work, so appreciate all of the efforts that you're putting in, and thanks for stopping by. >> I appreciate it Jeff, it's been great talking with you. >> Alright, he's Chris, I'm Jeff, you're watching theCUBE, we're in San Francisco at the Palace of Fine Arts, at AT&T Spark. Thanks for watching, we'll see you next time. (bright music)

>> From Union Square in downtown San Francisco, it's theCUBE covering PagerDuty Summit '18. Now here's Jeff Frick. >> Hey welcome back everybody. Jeff Frick here with theCUBe. We're at PagerDuty Summit at the Westin St. Francis in Union Square, historic venue. Our second time to this show, there's about 900 people here talking about kind of the future of dev ops, but going a lot further than dev ops. And we're excited to have a couple of CUBE alumni here at the conference from SignalFX. We've got Arjit Mukarji. >> Mukarji, yeah. >> Thank you. And Karthik Rao, co-founder and CEO of Signal FX. Gentlemen, welcome. >> Thank you very much. >> So what do you do at PagerDuty Summit? >> Well we've been partners with PagerDuty for a long time now, we've known them since the very early days, we share a common investor. But we both operate very squarely in the same space, which is companies moving towards dev ops development and deployment methodologies, leveraging cloud and native architectures. We solve a different part of the problem around monitoring and observation and we partner with them very closely around incident management Once a problem is detected, we typically integrate in with PagerDuty and trigger whatever incident management paths that our customers are orchestrating by PagerDuty. So, it's been really an integral part of our entire work flow since we started the company. So we're very close partners with them. >> Yeah, it's interesting 'cause Jen announced they have 300 integrations or 300+ integrations, whatever the number is, and to the outside looking in, it might look like a lot of those are competitive, like there's a lot of work flow and notification types of partners in that ecosystem, but in fact, lots of different people with lots of different slices of the pie. >> That is good. >> Yeah, absolutely. It's a really big problem space that everyone is trying to solve in this day and age. Some of our competitors are in that list, but you know we partner very closely with PagerDuty. As I mentioned earlier, our focus really is around problem detection and leveraging the most intelligent algorithms, statistical models in real time to detect patterns that are occurring in a production environment and triggering an alert, and typically we're integrating in with PagerDuty and PagerDuty deals with the human elements of once something has been detected, how do you manage that incident? How do you router to the appropriate people? One of the things that's really interesting as this world is changing towards these dev ops models is the number of people that have to get involved is substantially greater than it was before. In the old days, you would have an alert go into a knock and you have a specialist group of people with very specific runbooks because your software wasn't changing very often. In today's world, your software is changing sometimes on a daily basis, and it could be changing across dozens of teams, hundreds of teams in larger organizations. And so, there's a problem on the detection side because companies like SignalFX have to do a really great job of detecting problems as they emerge across these disparate teams, across a much, much, much, larger environment with much larger volumes of data and then companies like PagerDuty really have to deal with a far more complex set of requirements around making sure the right people get notified at the right time. And so they're two very different problems and we're very happy to- and have been partnering with them for a number of years now. >> And again, the complexity around the APIs where the app is running, there's so many levels now of new complexity compared to when it was just one app, running on one system, probably in your own data center, probably that you wrote, compared to this kind of API centric multi-cloud world that we live in today. >> That is exactly right because what's happening is our application architectures are changing 'cause we used to have these monoliths, we used to have three tiers and whatnot, and we're replacing that with the micro-services, loosely cabled systems, and whatnot. At the same time, the substrate on which we are running those services, those are also changing. Right, so instead of servers, now we have virtual machines, we have cloud distances and containers and pods and what-have-you. So in a way, we are sort of growing below too in some sense and so that's why sort of monitoring this kind of complex, more numerous environment is becoming a harder challenge. We're doing this for a good cause, because we want to move faster, we want to innovate faster, but at the same time, it's also making the established problems harder, which is sort of what requires newer tools, which sort of brings companies like us into the picture. >> Right, yep. And then just the shear scale, volume, number of data that's flowing through the pipes now on all these different applications is growing exponentially, right? We see time and time again, so it really begs for a smarter approach. >> Absolutely, I mean on two levels right? The number of minutes of software consumption is up exponentially, right? Since the smartphone came out in 2007, you've got billions of people connected to software now, connected all the time, so the load is up order sum magnitude which is driving, even if you didn't change the architectures, you would have to build out substantially more back-end systems, but now the architectures are changing as well, where every physical server is now parceled up into VMs which are parceled up into containers. And so the number of systems are also up by order sum magnitude. And so there's no possible way for a human to respond to individual alerts happening on individual systems, you're just going to drown in noise. So the requirements of this new world really are, you have to have an analytic spaced approach to monitoring and more automation, more intelligence around detecting the patterns that really matter. >> Right. Which is such a great opportunity for artificial intelligence, right, a machine learning. And we talk about it all the time, everyone wants to talk about those, kind of as a vendor-led something that you buy. Yeah, that's kind of okay, but really where the huge benefit is, companies like you guys and PagerDuty using that technology, integrated in with what you deliver on your core to do a much better job in this crazy increasing scale of volume that's run with these machines. >> Yes, because the systems are becoming so complex that even if you asked a human to go and set up the perfect monitoring or perfect alerting, et cetera, it might be quite a hard challenge, right? So, as a result sort of automation, computer intelligence, et cetera needs to be brought in to bear, because again, it's a more complex system, we need higher order systems that have dealed with them. >> Right. >> You are very, very right, yes. And that's a trend we are starting to see within the product, we are actually focusing a lot on sort of data science capabilities which too are sort of making them more and more sort of machine running and automation. In the future, we have capabilities in the product that can look at populations and identify outliers, look at cyclical problems and identify outliers again. So the idea is to make it easy for users to monitor a complex system without having to get into the guts, so to speak. >> Right. >> And to do it on various sorts of data, right? I think you have an interesting use case that we've been experimenting with recently. >> That's right. >> If you want to talk about that. >> Yeah, so I actually have a talk tomorrow, it's called "Interesting One." It's about monitoring social signals, monitoring humans. So we have these systems, we have these metrics platforms and they are quite generic, the tools that we have nowadays and are sort of available to us are quite powerful, and the set of inputs need not be isolated to what the computers are telling me. Why not look at other things, why not look at business signals? In my case, I'm going to talk about monitoring what the humans are doing on Slack as a way for me to know whether there's something of interest that's going on in my infrastructure, in my service that I need to be aware of, right? And you'll be shocked how surprisingly accurate it tends to be. It's just an interesting thing, and it makes one wonder what else is out there for us to sort of look at? Why confine ourselves, right? >> Right. It's funny because we hear about sentiment analysis in social media all the time, but more in the context of Pepsi or a big consumer brand that's trying to figure out how people feel. But to do it inside your own company on your own internal tool, like a Slack, that's a whole different level of insight. >> You'd be surprised at the number of companies that monitor Twitter to understand whether they have an adage. >> That's right. >> Yeah, because in this day and age, users are on Twitter within seconds if something is perceived to be slow, or something is perceived to be down, they're on Twitter. So there are all sorts of other interesting signals to potentially pull from. >> Right, right. Well and guess what, we were just at AT&T Spark yesterday and the 5G's coming and it's 100x more data'll be flowing through the mobiles, so the problem's not going to get any smaller any time soon. >> No. >> Absolutely. >> So what else have you guys been up to since we last spoke? Continuing to grow, making some interesting moves. >> Absolutely- >> Crossing oceans. >> We've been very, very busy, one of the big areas of investment for us has been international growth, so we've been investing quite a bit in Europe. We have just introduced an instance of our service that's based in a European data center. For a lot of our European-based clients, they prefer to have data locality, data residency within the European Union, so that's something new that we just introduced last month, continue to have a ton of momentum, outed AMIA, they're very much on the cloud journey, and embracing cloud and embracing dev ops, so it's really great to see that momentum out there. >> Right, and clearly with GDPR and those types of things, you have to have a presence for certain types of customers, certain types of data. Anything surprising in that move that you didn't expect or? >> No, I don't know, I'll let you. >> Not in that move, but it's just interesting to see how quickly some of these modern technologies are getting adopted and how- one of the things sort of we talk about a lot in our trade is ephemeral, right? So how things are short-lived nowadays, and you used to lease these servers that used to stay in your data center for three years, then you went to Amazon and you leased your instances, which probably lived for a few months or a few days, then they became containers, and the containers sometimes only for a few hours or for- you know. And then, if you think about serverless and whatnot, it's in a whole different level, and the amount of ephemeral that's going on, especially in the more cloud native companies, was a little bit of a surprise in the sense that, it actually poses a very interesting challenge in how do you monitor something that's changing so fast? And we had to have a lot of engineering put in to sort of make that problem more tractable for us. And it continues to be an area of investment. That to me, was something that was a little bit of a surprise when we started off. Much of this doctorization and coordinating was not yet in place, and so that was an interesting technical challenge as well as a surprise. >> Well I'm curious too as instances, right so there's the core instances that are running core businesses that don't change that much, but it's a promotion, it's a this or that, right? It's a spin up app and a spin down app. Are those even going up on the same infrastructure from the first time they do it to the second time they do it. I mean, how much are you learning that you can leverage as people are doing things differently over and over again as their objectives change, their applications change, they're going to go to market around that specific application. That's changing all the time as well. >> Yeah, so I think the challenge there is to sort of build, at least from a technical point of view, from SignalFX point of view, is build something that is versatile enough to handle these different use cases. We've got new use cases, new ways of doing things are going to continue to happen, probably going to keep on accelerating. So the challenge for us is good and bad, is how do we make a platform that is generic, that can be used for anything that may come down the pike, not only just now. At the second time, how do we innovate to continue to be up to speed with the latest of that's what's going on in terms of infrastructure trends, software delivery trends, and whatnot. Because if we're not able to do that, then that puts us sort of behind. >> Right, right. >> So it's a sort of lot of phonetic innovation, but it's also exciting at the same time. >> Right, right, right. And just the whole concept too, where I think what's best practice quickly becomes expected baseline really, really fast. I mean, what's cutting edge, innovative now unfortunately or fortunately, that become the benchmark by which everything else is measured overnight. That's the thing that just amazes me, what was magical yesterday is just expected, boring behavior today. Alright good, so as we get to the end of the year a lot of exciting stuff, you guys said you're going to be at Reinvent, we will see you there. Anything else that you're looking forward to over the next couple months? >> Just, we're really excited about Reinvent's big show for us, and we'll have some good announcements around the show. And yeah, looking forward to just continuing to do what we've been doing and deliver more rally to our customers. >> Love it, just keep working hard. >> Yep. >> Alright. Arjit, hope your throat gets better before your big talk tomorrow. >> Yeah, that's right. >> Alright, thanks for stopping by Karthik, it was great to see you. >> Great to see you. >> I'm Jeff, you're watching theCUBE, we're at PagerDuty Summit at the Westin St. Francis in San Francisco. Thanks for watching, see you next time.