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Mohammed Imam, Cisco


 

perfect all right we're good uh muhammad you ready yeah i have a watery eyes always so i always tell my interviewers or the producers that sometimes it shouldn't there shouldn't be a problem in the 10-minute window but well yeah so do that while i'm talking you'll see it on the return feed it's a little delayed but and most people have tears when they see dave vellante yeah i i have that effect on people thanks for that okay we all said we good leonard why don't you go alex bye-bye yeah alex got the i just got the thumbs up we're good okay muhammad here we go on dave in five four three we continue now with the network powering hybrid work now we just heard from lawrence wang on the rapid move to wi-fi 6e which is going to increase wi-fi efficiency enable routers and devices to more efficiently use bandwidth and that additional spectrum that lawrence talked about that means more wi-fi channels which is really going to help reduce overlap between networks and make a noticeable difference especially in crowded places we're here now with muhammad imam who's senior director of product management for catalyst switching this is a multi-billion dollar business for cisco if you ever listen to cisco's earnings calls you'll hear the cfo scott heron he'll talk about the catalyst 9000 and double-digit growth and switching this is the fastest ramping product in cisco's history so muhammad that's got to make you feel pretty good yes indeed thank you david and thank you for having me here yeah great to have you so uh look catalyst 9000 it's been really successful what does the 9000x bring to the table for your customers yeah absolutely and um indeed the catalyst 9000 family of switches have been extremely popular with our customers as you said fastest ramping product in cisco's history and the last four or five years we have really evolved the catalyst 9000 family of switches to a very comprehensive product portfolio um addressing the various enterprise use cases that that we that we address but now we see increase in demand on the networks and that really stems from some of the most recent trends that we are seeing right part of it is hybrid workspaces is going to be a video dominant hybrid workspace right a lot of cases is going to be high definition 4k 8k videos we are seeing cloud-based applications everywhere right my spreadsheet is used to be on excel sheet now it's either an office 365 or smartsheets my files used to be on my computer now it's on in the dropbox right so these are trends that are really uh putting pressure on our networks we are also seeing trends where vr headsets are becoming common they are being used for trainings and education use cases webex hologram in certain industries we are seeing robotics are becoming more and more popular and they come with a lot of um applications that are very latency sensitive and as lawrence mentioned earlier wi-fi 6e is really making over the year multi gigabit wi-fi possible right and for all of these different trends and the recent technologies that that are evolving we really need the network that can really address and deliver for these applications and that's where we are bringing the catalyst 9000 x that addresses the increase in network demand we are expanding the catalyst 9000 family with top-of-line premium introductions in the access layer of the switches of the network as well as in the aggregation and core layers so we are bringing 400 gig high-speed core and enterprise core and edge layers of the network we are bringing point-to-point ip ipsec security which will give you 100 gig of ipsec encryption um high density of multi-gigabit which is becoming very common as we evolve our wi-fi networks because we don't want our wired infrastructure to be the bottleneck when the wireless infrastructure is capable of going more than a gig high density of 90 watt powering the smart buildings use cases right right um these are all different use cases that are being enabled by the catalyst 9000 and the new getless 9000x family is really addressing some of these new trends and applications well it's good because the metaverse is coming too and we're going to need some help with that right who knows how much bandwidth will need for metabolism absolutely yeah guarantee will be a lot more but so i want to i want to hear more about the the new products that you've just launched and maybe how these offerings are going to help with this new hybrid work model that we've just been discussing absolutely so let me start with the catalyst 9300 we are introducing the catalyst 9300x which is the highest density full multi-gigabit platform with 100 gig uplinks and 90 watt of power on every port available right that's an industry first that we are bringing on the catalyst 9300 family it is also capable of one terabit per second of a stacking which is also unheard of in the industry this will serve our customers with all the new trends that we talked about including the hybrid world um and some of the new trends that are going to come in the next decade but 9300x is not just a high-end campus switch it can also be a lean branch and a box solution where you don't really need an sd van but you do need an encryption point to point from the catalyst 93 from your front branch with the catalyst 9300x to the data center or to the cloud so for the first time we are introducing the ipsec based encryption natively in the hardware and that means no compromise on performance and you can get up to 100 gig of encrypted traffic with the catalyst 9300x second is the catalyst 9400 we are introducing soup 2 and soup 2 xl with 100 gig uplinks enhancing and the the scale and performance giving our customers options for fully loaded line rate multi give it board on a 10 slot chassis right it will give you two to three times bandwidth boost to your existing line cards since it completely removes the over subscriptions and you know the soup 2 on the catalyst 9400 is coming up with the version of the asic that we used in the past on the catalyst 9600 that means it's also bringing the core capabilities that we used that we today have on 9600 on the catalyst 9400 and that brings high density 10 gig um ports on the catalyst 9400 without over subscription right with the core capabilities then we have the catalyst 9600 where we are introducing is supervisor 2 which really triples the bandwidth per slot on the catalyst 98600 it introduces 400 gig uplink and truly drives the transition to 200 gig in the core get 6k customers uh with excel scale requirements now they can transition to the cat 9k with soup 2. and by the way we are also introducing a combo line card on the catalyst 9600 which means now you don't have to burn a whole slot for your uplink pores in fact you can get up to 400 gig of uplink with this new line card um so that's that's a bunch of things that we are bringing on the catalyst 9600 in line with catalyst 9600 we are also introducing catalyst 9500x 100 gig box with 400 gig uplinks in a fixed form factor and all the benefits that i just talked about on the on the supervisor 2 and 9600 it's also available in a fixed form factor on catalyst 9500x got it so that's in summary kind of the multiple uh product lines that we are introducing yeah it's a lot to unpack there i mean your the big theme there of course is optionality you got a lot of choices for customers i love the encrypt everything without a trade-off you know no performance impact and anytime you can reduce my oversubscription it's going to make me happy you know muhammad we've reported in our breaking analysis segments the importance of custom silicon and not every company has the resources or the expertise to develop their own silicon cisco of course does catalyst 9k is bringing silicon 1 based products with this launch tell us more about that why is this important yeah that's really exciting development that we have on the cad 9k family because you know the silicon one is a powerful asic that enables high performance and high scale with modern silicon architecture bringing the architect a converged architecture for switching as well as routing cad 9k as we know has been running on a uadp asic which has been a programmable asic it has served us really well so far on the cat9k family but with the silicon one we are taking it to another level silicon one brings the capabilities of uadp asic and unlocks the excel scale and high performance in the enterprise switches this is a critical and foundational element to meet the core requirement for the next ticket silicon one is a 12.8 terabits per second chip supports up to 10 million routes supports much deeper buffers brings multi-slice voq architectures with this new architecture silicon 1a6 has paved the way to transition the cad 6k xl deployments to cat 9k right so that's kind of the the um the silicon one uh importance in the ket99k family that we are bringing now yeah and it brings differentiation a lot of people kind of sometimes don't appreciate that but but when you have the control like that you can do things that you might not be able to do with off-the-shelf silicon but so but i i want to ask you what about customers that previously purchased from you as you evolve the portfolio to 9k x how do you protect their investment yeah thank you for asking that question because when we started building the cad 9k we always thought about investment protection for our customers so if you buy today how you will have a very long life for that for that product and you will be able to unlock new powers on that platform that you have purchased maybe five years back right that's exactly what we are doing with the catalyst 199000x talking about modular right on the modular side the supervisors that that that we are introducing now are backward compatible with the line cars that you already have in some cases the lime card throughput is doubling and tripling because now you have a new machine that is going to power these line cards right so you don't have to change your line card you just change your supervisor and you have much higher performance and scale with this new supervisor similarly on the stackables you can stack with the existing catalyst 9300s for example and you will be able to you don't have to rip and replace everything it's not a forklift upgrade for our customers you can continue benefiting from your existing catalyst 9000 deployments and add to the power with the catalyst 9000x components as well as new platforms that we are introducing nice that's key this just speaks to the software content that you guys i know you have a lot of software engineers running around and this is welcome to the 2020s folks new world you know i i muhammad zero trust was kind of a buzzword before the pandemic but it's really become a mainstream topic today we talked about the infrastructure we know security has to be built in from the start it can't be bolted on and zero trust is really top of mind for customers how are their security requirements changing as a result of hybrid work and and how do you make sure that as we shift to hybrid that these new security requirements are addressed what are you doing there absolutely and we know as you said security is top of mind for our customers in fact security has been highlighted as the number one reason why a lot of customers pick cisco and cat9k we have a comprehensive zero truss architecture with software defined access where we started with segmentation and expanded into endpoint classification and visibility now we are taking that to the next level and we are introducing talus powered truss assessment for unmanaged endpoints to further make the the workplace is stronger with zero trust and software defined access truss analytics it detects traffic from end points that are exhibiting unusual um behavior by pretending to be um using a mag spoofing or probe is spoofing or man the metal techniques when truss analytics detects such anomalies it signals endpoint analytics to lower the trusted score so we have a trusted score system when when the trusted score goes down it shows up on the dashboard and the network admin can completely deny or limit the access to the network from these endpoints from other security aspect that we are introducing and i touched on that briefly earlier is um for non-sdvan internet only branches where we are where where services security services might be in the cloud right that's a trend that we are seeing to secure that connectivity from a lean branch to the cloud we are introducing the ipsec capability with the catalyst 9300x and that's built in as as we just talked about and as far as the automation is concerned for these use cases they are we are bringing those automation with our command center the cisco dna center and we are bringing the full life cycle of automation as well as assurance for the secure connectivity that is being provided with the with the cisco dna center well a couple takeaways there for me i mean endpoint security has really become much more important up for obvious reasons when you have remote workers the built-in ipsec just that really emphasizes that you got to have it you know built in from the ground up you can't just bolt it on and the automation is key the number one problem that csos face is you know lack of talent so automation you know definitely helps helps with that so okay muhammad thank you so much really appreciate you coming on in a moment we'll look at private 5g and what's been happening at mobile world congress you're watching cube's coverage of the network powering hybrid work made possible by cisco

Published Date : Feb 3 2022

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Amy Haworth, Citrix & Tamara McCleary, Thulium | CUBE Conversation, April 2020


 

>> From theCUBE studios in Palo Alto in Boston. This is an episode in the remote works, Citrix virtual series. >> Hey, welcome back everybody. Jeff Frick here with theCUBE, we're in our Palo Alto studio here on this ongoing leadership series that we've been doing, reaching out to people in the community to get their take on what's going on with the COVID situation, what are best practices, what can we learn and specifically today, really the whole new way to work, and working from home. And we're really excited to have two guests on for this segment. The first one is Amy Hayworth. She is the Chief of Staff for HR for Citrix, joining us from Florida. Amy, great to see. >> Great to see you, Jeff. >> And also Tamara McCleary, who's been on many, many times coming to us from Denver. She is a well respected speaker, you've probably seen her doing more speaking than anything else, and also the CEO of Thulium. Tamara, great to see you. >> Thank you, I'm so excited for this conversation. >> Well, let's just jump into it. So it's so funny and doing a little homework, Amy, I came across a Professional Change Management executive conference, 2015 and you were talking about building change management as a profession and working from home was part of that and that was like five years ago and things creep along and then we have a light switch moment where there's no time to plan, there's no time to think, there's no time to implement things, it's, everyone must now stay at home. And so, outside the human tragedy, that is the COVID situation, we're not going to really speak to that here. But from a business point of view, suddenly with no warning, everyone had to work from home. From someone who's been in the profession of trying to drive change management through a process over time, what does that do for you? How do you digest that suddenly oh my goodness, we've got this light switch moment which is a forcing function that may have never come, but now we have to go? I wonder what your take is. >> I think the thing that get me most excited about this light switch moment is it is showing all of us that we are capable beyond what we ever thought we were when it comes to change. We've been called to take a leap, and for much of my experience in the organizational change management field, we spend a lot of time talking about managing resistance and the pushback about change and there's even this thing that drives me crazy, which is change is hard. I don't know why we tell ourselves that message. And I think what this is showing us is that number one, change is inevitable, it's going to happen. There is very little control that we actually have, but also we are more resilient, more adaptable. We're capable of change than many of us knew that we were. And it is calling up for me, what do we need to put in place within organizations to cultivate resilience? Because one of the things I think this is making all of us very aware is how volatile the world actually is. And it's also laid bare where we are strong individually and able to cope and where we also may need to do a little bit of practice and some very intentional resilience building. Though I think the conversation around the whole change management field is about to change and my hope is that focus turns more to resilience than it is to managing change. >> It's interesting 'cause a lot of just the chatter that's out there, is about Zoom. Do I use Zoom? Do I not use Zoom? Is it secure? All this other, people like to jump into the technology piece. But really, we had your boss on the other day, Donna Kimmel, the EVP and Chief People Officer, Citrix and she broke it down into three buckets. Culture was number one, physical space is number two and digital space was number three. And I thought it was really interesting that she really leads with empathy and human factors and I think that it's easy to forget those, but bringing up simple things that not only are you working from home, but guess what, your kids are home too and your spouse is home too. And they have meetings and they have Zoom calls, they have to do it or the other dog is still running around and all the other kinds of distractions. So the human factors are so, so important. Tamara, one of your early keynotes about your early development was in your early career working with people who are at the end of their life. And I know it helped you develop an empathy and really a prioritization that I think a lot of people are probably getting today that maybe they haven't thought about, what is truly important, what is truly meaningful. And this again, is this forcing function to say let's pump the brakes a little bit, take a step back and think about what's really important and the human factors. Again, your take on this crazy situation. >> I think you're absolutely right Jeff, and the fact that really what this has done, to Amy's point, yes we are very capable of change, but we're mostly so resistant and unwilling to change. And it's not because we don't want to, it's because we fear what will happen if we do change. And sometimes it's like the devil you know is better than the devil you don't. And right now what has been forced upon us is to really think about critical issues. So when you're faced with a lack of toilet paper and uncertainty about your survival rate, you start to think about things in terms of say Maslow's hierarchy of needs. You're looking at that base level, that safety piece. And when people go to safety, they have really left that area of self actualization in what do I want to be, what do I want to do? And it's more about, oh no, what have I done? Do I like my life? I'm stuck here at home, wherever you're sheltering in place and am I really enjoying my life? Am I experiencing my life? And what we really have experienced through being forced to get on to video conferencing, how many of you out there are doing video conferencing like a billion times a day? We're being forced to really see each other as human beings. And that means whether you're the CEO or you're the EVP of global blah, blah, it doesn't matter. What matters is your dog is still barking, your child is still running around and needs something from you in that moment when you happen to be on a call. Because as we all know, with kids, when you say, I can't be bothered for the next 30 minutes, what do you think is going to happen? That's exactly the time when they need more grapes. So I think that what it does is it levels the playing field and it shows us all how human we are. It shows us our strengths as Amy pointed out, and it also shows us our communal frailty. >> So let's get into some of the specifics about what people are feeling. Citrix just commissioned this report put on by one pole, pretty timely, comes out in April, 2020, about working from home. And I think there was really some interesting stuff, still connectivity and bandwidth, still the biggest challenge that people have. Can I even get online, was the number one problem. And when they do, their wifi is slow and there's single sign on. All these things that we've been talking about for years and years and years. I mean, why, why Amy, have we still not gotten it done? It's fascinating to me that in 2020, we still have internet connectivity issues and people don't know how to turn on their microphone on their Zoom call, we're so far behind. >> Yeah, Jeff, I think what we're seeing is number one, it takes practice, then the need to be familiar with all these tools. I also have talked to many parents who first day of homeschool, my son tells me I can't call it homeschool 'cause it's different, it's virtual school, he says it's very different. But that first day, especially families with multiple children trying to get onto a Zoom call with their class, Heron is trying to work, possibly two parents in the house are connected. Our home WiFi networks just haven't taken this kind of load before, but very quickly I think we needed to realize as an organization that this is not work from home, this is working at home during the global pandemic and it is very different. So you mentioned that need to lead with empathy and to really understand what's going on, and I think that's so true and just that the humanness of what we've experienced, that one full research really talked about a few epic moments of mishap, whether it's taking a call from the garage, I have a colleague who would take from the car on the street, still sheltering in place, but the only quiet place to go to take a call. We have a legend in our Singapore office. There's a salesperson who made record numbers working from his garage for a month. So there are all sorts of heroics taking place to balance than in the midst of that when technology isn't acting as we would hope it would under normal circumstances, having to adjust quickly, whether that means staggering schedules, working through accommodations, teachers, however it needs to happen but I think the reality and the acceptance, going back to that humanness and empathy is that we all have to shift our mindset about what work means and even are at work. We've built up a lot of these polishished buttoned up personas and when we are able to actually let some of that down, I think what we're starting to see is connection on a much deeper level amongst teams and among colleagues. >> I'm just looking at the survey at how few people think that this is going to roll over into a little bit more of a permanent form. Only 37% think my organization in general will be more relaxed about remote working. I think staff will be allowed to work from home more regularly, 36%. We had Marten Mickos on and he ran MySQL before it got bought by Sun many moons ago. He talked that he had a distributed team from day one and he laughed. He said, "It's so much easier to fake it at the office, "to look busy versus when you're remote." As you just said Amy, you're only judged by your deliverables. And I thought it was so funny in your blog posts from earlier this year that when managers start managing by outcome and deliverable rather than assuming as good work's getting done because someone showed up at the office, I mean this is ridiculous that people are still judging things based on activity, not outcome. And we're even seeing now all these new tools that people are introducing in the marketplace. I can tell you how often your people are on Zoom and how many hours on the VPN. What are we measuring? We should be measuring outcomes and the piece that comes up over and over is trust. And if I can't trust you to deliver outcomes, I probably have a bigger problem than managing your day to day. Tamara, you see this all the time in terms of the trust and how important this is to relationships. >> I do and in fact our workforce at Thulium has always been a remote workforce. And for the way that I've built our organization is treat everybody like an adult and get your work done. And we do base everything upon productivity versus FaceTime. And I think that the reason some of these larger organizations have had this concept of show up having that FaceTime means that whoever gets there the earliest and leaves the latest somehow has been a better employee, it's not true. It is about productivity. And I think those wise organizations that look at how much they can save with the costs of like AC heat, the building cost, having a brick and mortar for everyone to come into it is very costly. And it's an old paradigm that a lot of middle managers have, which is this control piece. And that if the people are there in the office, they've got more control. And actually what we find is you don't need that control, especially when you look at the younger generational cohort coming up, how they have a totally different view of work. And we've talked a lot about the future of work and the gig economy, and what this COVID pandemic has done for us is to show us that actually work does get done at home. And in fact in some respects, more work gets done at home because it's harder to stop working when your work is happening right there at home. And so it does blur the lines and the boundaries between the work life than the home life. And so I think you get a lot more out of your employees when they work from home. >> It's funny, when Donna was on, she brought up a really interesting topic. She said, "Every time somebody pushes back on that, "can't be done from home." This job, this person, this type of task can't be done from home. The question should always be like, why? It almost sounds like when you move the whole cloud conversation that we've been tracking, went from, when should I move stuff to cloud, to why shouldn't you move to cloud? And it's not, does it work on a mobile, it should be mobile first. And now this conversation is moving this to, why can't somebody do it from home, as opposed to it has to be done from the office? So I think even just the relative flip of the context of setting up the question seems to be changing. That's why it surprised me that so few people think that it's going to go back. It clearly, especially as this goes on for a while, new behaviors become habits and they become normalized and hopefully, the senior management pays attention to the outcome and again, not this activity which is really not, that's not what you want people to do, you want them to actually get stuff done. >> Jeff and Amy, the other thing I was going to say is, Amy, when you look at the report that Citrix has put out, how many people are even going to be able to go back to work when kids aren't going back to school? And then we have summer, piggybacking onto that, so now you've got parents who have kids at home, what is that outlook? To me, it's not just this simple, okay, it's over, let's get back to work guys, because the rest of our life has completely shifted as well. >> That was actually my conversation today, is starting to really think about holistically when it comes to policies, programs, what are we putting in place for the summer? And not only that, but even some of our employees who have been alone through this, I think at the beginning, there was a very large shift on those who had children or elder care to think about. And at some point, at least in this half of the world, about last week, we really started to hear, worried about this person who's been alone by themselves in their apartment sheltering for over a month. So I think if they start to look at the variety of experiences people are having, really being sensitive to different personas in the organization, different needs, different emotions that are happening and we even start to think about, what does that mean to come back to work? And I know countries and organizations are being very cognizant about doing that. safely, in a very gradualĀ  way of thinking about it, but it starts to get very, very complex very quickly and also from just let's do this well because there's a whole new set. Jeff, you bring up all new set of questions of employees asking, I wasn't allowed to work from home prior, I would like to do that more often now, new conversations with managers about, well, how are we going to measure results? There's a lot of work to be done between now and then, whatever what then is, to really ensure that we help everyone be successful. And I think the conversation we're having, it's likely not going to be one or the other. The new normal is not the old normal and we're not sure what it is but most likely, there's going to be some sort of hybrid working arrangement. Right now, the playing field is leveled and that in and itself is a very different work from home experience. What happens when it's hybrid again and there are some who are remote, some who are in the office, how do we make sure that it's equitable and all the voices have equal opportunity to chime in? Because when people are in the office and their colleague or two is remote, it's not a level of conversation in an organization. So whether that's establishing norms or really just starting to create behaviors where if one person's remote, then everybody's remote no matter if you're in the office or not, you dial in via go to meeting or whatever collaboration tool you're , so all sorts of things to think about, but I guess that is our ecosystem of work is going to change for sure. >> It was so funny in your blog posts, you talked a little bit about that as well. And one of the little paragraphs was, who gets to do it? It's like this binary decision, you can either work from home or you can't. And there's this whole second order impacts that we see on infrastructure, there's nobody in the trains or there's nobody on the freeways. You think, wow, we actually have a lot of freeways if everyone is not on them at the same time. So, begs a lot of questions are why is everybody driving to work at 8:30 in the morning to work on their laptop? Now clearly if you're in construction or service trades and you've got a truck and you got to go do something on site, they have to be there. But I think hopefully what this will do is help people as you're discussing, look at those who can. And even if it's one day a week, two days a week, one day a week, every couple of weeks. The impact on infrastructure, the impact on traffic, the environment, mental health, Amy, you talked about mental health, sitting in a car for an hour each way, every day certainly is not helping anybody feel better about themselves or get more work done. So I think there are so many benefits if you just look at it in the right context, focused on who can, not who can't and the how and the why and the enabler. But it's really interesting, we've talked a lot about the physical space and the cultural space. Imagine if this happened in 2006, before the iPhone came out, the smartphone. Think of the crazy amount of tools that we do have. I mean right now, we're talking and we spread out all over the country. So we're actually in a really fortunate space in terms of the digital infrastructure that we have in place to enable these things. And I know Citrix, you guys have been in the lead of supporting this forever, now even have a whole set up of resources, what's it called, the Citrix Remote Work Hub for people to get resource to figure out everything from the mental health to the WiFi connectivity, to all these other little things as Tamara said, how do you manage the kids and the dog and your significant other that also has Zoom meetings that they have to attend? So it's so many resources that people need to use and not feel uncomfortable that they're alone and could use a little bit of an assist. >> Absolutely well said. When this quickly became a forced experiment to work remote, Citrix has 30 years of history helping enable successful remote work in a secure way and the first thing that we wanted to do was be of service. So pulling together these resources has been a big project and we're so glad to be able to provide this tool set and we truly do hope that it makes this transition stronger, better, it will continue to grow and to evolve even as our own experiences evolve, new challenges arise, but we definitely want to keep it fresh and keep meeting the need that's out there, both internal for Citrix as much as in as long as we've been doing, we don't have it all figured out, we are learning too, this is unchartered territory for everyone, but also to take what we are learning and put it out there in a very transparent way. >> Right, I want to-- >> You know, I was-- >> Go ahead, Tamara. >> Sorry, but there was just something so crazy, Jeff, about the study that Citrix put out. And Amy, I wanted to bring this up to you because you said they're coworkers like, well, so-and-so lives alone, I wonder if they're okay or if they're lonely. But in the study, barely a quarter of the individuals reported any loneliness. I find that to be pretty shocking. >> It is shocking and I think it really speaks to how quickly those happy hours, the Zoom Happy Hours or the gatherings and some of the creativity that started to pop up, but yeah, you made a great point, Tamara, that was surprising and I'm curious if that will continue to be the case. (murmurs) >> But I guess maybe some of us when we got home, we were like, wow, this isn't so bad after all. And then can you imagine? So Jeff, if only 28% of people experienced any loneliness, imagine when you can have peace and quiet in your home again and still work. I think that this really is a lot more delicious than a lot of us anticipated it would be. And, what a grand social science experiment this has been! It's phenomenal. >> The fact that everyone is experiencing it at the same time globally just blows my mind. I was here for the earthquake, I was in Portland for Mount Saint Helens, I've been through a few little things here and there, but those are still regional, there's still a safe space, there's still people that don't have that story. Everyone, six or 7 billion people will have a where were you in March, 2020 story, which is fascinating. And then as you said, it's not only the work from home, there's no time to plan and no time to put infrastructure and, oh by the way, the kids are home too, and school is also from home. So in terms of an accelerant, it's just gasoline on the fire. But I want to jump in a little bit about one of the things you talked about Amy and you'll take camera 'cause you're doing it in your own company, and is in terms of establishing norms. I think people are maybe not thinking about the fact that they either need to establish new norms or they need to be very clear on the communication of what the norms are so that everybody is as you said Amy, feels comfortable in this new space because we have norms at work and now we have to have these new norms and there's all kinds of funny stuff going on in terms of we talked about dogs and kids, that this and that dressed, you're not dressed, you put makeup on, it's funny in the survey, do you take a shower? Only 30 some odd people take a shower every day, which I thought was kind of-- unexpected >> What about the shoe comment? Did you believe that, Jeff, where people actually would wear their shoes to their death? Well, I'll tell you, they didn't ask the women because the women would not be wearing high heels at home if they didn't have. >> They didn't specify which shoes, Tamara, they just said shoes. So maybe the more comfortable flats were the ones that were coming out. But I'm just curious on establishing social norms. Tamara, I'll let you go first, how did you establish them? Was it hard to do? Did they self self-generate and as a leader, do you have to police it or is it self policing? How's that working? And then Amy, from your point in terms of formal communication in a much bigger organization and being part of the HR office, one might say, isn't that already part of HR's charter? But how's that different now? Tamara, I'll let you go first. >> Sure, it's a great question because since we do have a remote workforce, one of the most salient things that I found to be critically important for productivity and collaboration and even cohesion and decreasing those silos between business unit is making sure that we form a community. And so what I mean by that is we have and always have had, we've been using video conferencing since before the pandemic and we have video conferencing meetings where video is on, so that's one of the parameters, is everybody needs to see everyone else's faces, and we have a morning kickoff meeting, an all hands meeting and then we have an end of week one as well and part of that piece, we call a standup where people either share something that's either a challenge within their workplace or with a customer or even in their own personal life, and then they end on something to celebrate because I think it's really important for us to cultivate that. But it really helps the teams to get to know one another. So just because someone in this business unit doesn't work with someone in this business unit, they know one another because of these team meetings that we have. And so I think creating a culture of positivity and collaboration versus competition and creating a culture where people feel a part of a team and a part of something bigger and where they see that their contribution makes a difference to the whole, creates a really delicious community that helps people feel valued at work. And I think with a remote workforce, you have got to pay attention to how you are creating that community and that feeling and sense of value to each and every individual within the organization. >> It's a very different kind of a challenge. Amy, your thoughts on more of a formal approach to establishing social norms to some of these big organizations, or do you treat it differently as a big organization or is it just a bunch of small little clusters of people that work together? >> I have so many thoughts on this, so I would love to have a two hour dialogue with both of you on this topic. Couple thoughts, there's implicit norms that develop organically, and then there's the explicit ones which for whatever reason we seem more hesitant to have very explicit conversations about norms. I don't know if people think it's tedious or something like that, I'm not sure, I haven't done that research yet. But in times of transition, it's so incredibly important just even for efficiency to add certainty, to make sure that everyone has the same message, same expectation to lean a little more heavily on the exquisite norms. Talking about how do we want to begin our meeting, let's reserve the first 10 minutes and just catch up like we would in the hallway. Some of that is a shift to how those meetings probably were happening two months ago. So making sure that everyone understands is that expectation and even little bit more of a warmup question. How's everybody feeling today? And even getting more specific, there is a couple of organizational gurus who I have been following quite a bit lately, Aaron Dignan and Rodney Evans, Aaron wrote a book called "Brave New Work" and they also have a podcast, but they really talk about the organization as an operating system. And when we look at norms, the norms are so much a part of that operating system and getting really clear about who does what here. There're things like how are not taken, how are we following up, in our current climate, who's checking on who? And so having some of those explicit conversations I think are incredibly important. And also for me with some of the work that I've been doing over the last six weeks is trying to harness goodness across the globe. So we have a group of site leaders who meet twice a week, their charge is to look after their location. So every location in the Citrix ecosystem that has more than 20 employees has a designated site leader during this time. And in bigger sites, they have pulled together committees, they're doing things that are local level to keep that site engaged, but what we're also looking to do is harness the best of the best. Some really amazing things, I did a radio calisthenic last night with our team in Tokyo. So something very true and personal to the Japanese culture but other sites, they're doing coffee chats and having drop-ins, celebrity guests, organizational leaders that are pretty high profile just popping in and out actively to have a very authentic Q&A conversations. There's some really inventive ideas to keep people engaged and also possibly establish new norm and I think that the question for me is, what do people like so much that they decide that it stays in place? When we do have of that thing and people are in the office more often, what level of connectivity will we keep? Even, will people start showering every day again? Some of these things, who knows what's going to happen? >> You make me want to go down to a to RNB and look in the meeting rooms at Intel, they used to have a very defined meeting, culture meeting, process meeting establishment, super efficient just like they're making chips. I wonder if they've changed a little bit in light of what's going on, but final note in terms of frequency and variety of communications. Both of you now have mentioned in the communications with your people and what you're hearing about is one is, you got to increase the frequency just period. And in fact, you might actually be communicating more frequently 'cause you don't necessarily chat all the time in the hallways when you're physically together. And the other thing that strikes me is the variety. It's not just the meeting, it's not just information exchange, it's touching base with community, it's establishing deeper relationships, it's doing some social things that, kind of the variety and the frequency of direct communication person to person, just not necessarily closer than six feet within one another has to go up dramatically, and is, as you're seeing in best practices in this new world. Amy, why don't you go first? >> I'm seeing a lot more Slack usage, we are an organization that has a multitude of tools to choose from, Slack being one of them, but highly engaged Slack community. The other thing that's become very clear as an insight is the more authentic the communication, the better. So our CEO, David Henshall has been doing video pieces and they had become increasingly more personal about whether it's his space where he exercises what he's doing for exercise, and the employee response has been deep appreciation for feeling several degrees more connected to our senior leadership. Other senior leaders on the team have profiled their own work from home antic in a very humorous way and so just finding inventive ways to leverage the communication vehicles we have, but at a level that is very true to the situation we're in and very human at their core. >> So Tamara, let me ask you a followup on that. You're big on social, it's a big part of your business helping other companies do better at social and engage in social, and it strikes me, especially in the real senior leadership ranks, there are those who tweet just to pick a platform, like Michael Dell, Sanjay Poonen, some CUBE alumni that you know, and then there's some that don't. And again, we talked about the contrast of IBM now, Ginny didn't tweet now, the new CEO announces it on LinkedIn. When you talk to CEOs and leaders about getting involved in social, I'm sure a lot of them that don't do it, just say the risk reward is not there, why am I going to expose some little personal tidbit of myself when the potential harm is great? But as we just heard from Amy, people like to know who the person is, people want to relate to who the person is. That's kind of part of the whole CUBE thing that we figured out a long time ago, is people are interested in the people that are behind the technology in the companies in the implementation. So how do you advise people, what do you see to convince them that, hey, it's actually in your best interest to show a little vulnerability, to show a little humanity, to maybe be scared sometimes and not necessarily have the right answer? How do you help coach them that these are good things, not bad things? >> It's so brilliant you brought this up, Jeff, because with the pandemic, a lot of the executives that were not on social media all of a sudden wanted to be on social media, and how do I do this, and how do I set up my thought leadership? Because this was a very primary mode of communication. And I think what we're seeing is that you do see a lot of the progressive CEOs and executive members on social media and then what you've outlined is there was a hesitancy by a lot of the CEOs who come from a different paradigm in which the hierarchal structure was such that they got to this level and why do I need to be on social media? And what we're seeing is that this push from the younger generational cohorts, which is they don't really see that hierarchal structure at all, and they want to be able to communicate with their CEO as much as they want to communicate with their manager. And when they can't, there is this distrust and you brought up the trust piece, which is huge. And I do know that a lot of global business leaders in highly regulated industries have been afraid, like in the financial services industry because there are a lot of rules and regulations. So I can understand and appreciate their hesitancy to be on social media, which is like a bit of the wild West. And you see those that are really pretty insulated from anything that they do, you can see like Elon Musk can tweet whatever he wants to tweet, and a lot of executives don't feel that they have that same sort of freedom. And so how we work with them, we work in the B2B and enterprise space is about what is it that you want to be known for? What is it that you're passionate about that would, Amy's point, be uplifting to those who not only work internally, your internal stakeholders, but to even your customers or those on the external, and stick to that? So no, you don't need to tweet about your political feelings, you don't need to tweet about sensitive subjects. We always say stay away from politics and religion, but you can absolutely establish a very authentic transparent, vulnerable thought leadership about the things that you care about. And we say pick three things. What three things do you want people to think of when you're not in the room? Pick three adjectives and then construct your editorial calendar, what you're doing on social media around how those three things are going to come to life. Through all of your email? Through your videos that you share with your community? And also what you're talking about on LinkedIn, Twitter and no, I'm not advising any of the executives to get on TikTok, but I do advise them to be on LinkedIn and Twitter. >> Matt Eastwood is starting to play with TikTok, so I don't know if you follow him on that, but he's a budding Casey Neistat. So I think he's getting into the TikTok thing, or even just TikTok edits, it's great. We could go on and on and on, and I really appreciate the time and it's just interesting again, pulling from Amy's blog post about leadership and you lead with trust, accountability, vulnerability, inclusion and communication. I think those are all human things and I think are so important. So final word, assuming things are going to get better in let's just say a year from now, we get back together and talk about how the new way to work has changed in a post COVID world, what do you hope that we'll be talking about that's different a year from now than we are today? Beyond obviously the COVID itself? Amy, you first. >> Wow. To narrow that down, I hope we are talking about how organizations have invested in helping our people find their strengths and feed with resilience and to understand what it is that helps them operate at their best, no matter what situation that you're in. >> That's great. Tamara? >> Me, Jeff, I'm going to hope that we are talking about the technology that's available a year from now that's going to help us have a much more immersive experience remotely working. So we'll be talking about hopefully things like the haptic internet, well that haptic interface with tactile internet and how AR, VR and mixed reality settings will help us as remote authors to feel like we're actually in meetings and having the same sort of experience that oftentimes we think we get only when we're at the building with everybody else. So I hope we're talking about how technology is really moving the needle forward to helping our remote workforce have that same experience and camaraderie and team building that they do in the physical space. >> Great. Well and again, there's this digital is different than physical, we're not together physically and we can't be right now, but we're together digitally. And so it's not the same, it's different, but there's a lot of good things about it too. So thank you both for taking the time, this has been a really great conversation. Amy, I agree with you, we could go for another couple of hours, but I think the crew would start throwing things at me. So I think we'll have to cut it off here. Thanks again and stay safe and really appreciate the time. >> Thanks, Jeff. >> Thank you. >> All right, thank you for tuning in, thanks for watching theCUBE, we'll see you next time. (upbeat music)

Published Date : Apr 22 2020

SUMMARY :

This is an episode in the remote works, She is the Chief of and also the CEO of Thulium. for this conversation. And so, outside the human tragedy, that is and able to cope and where and the human factors. the devil you don't. of the specifics about and just that the humanness and how many hours on the VPN. And that if the people to why shouldn't you move to cloud? Jeff and Amy, the other in place for the summer? that they have to attend? and the first thing that we I find that to be pretty shocking. the creativity that started to And then can you imagine? not only the work from home, because the women would not of the HR office, one might that I found to be critically clusters of people that work together? Some of that is a shift to And the other thing that is the more authentic the that are behind the of the executives to get on about how the new way to work and to understand what it is That's great. and having the same And so it's not the same, it's different, All right, thank you for

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Lewis Kaneshiro & Karthik Ramasamy, Streamlio | Big Data SV 2018


 

(upbeat techno music) >> Narrator: Live, from San Jose, it's theCUBE! Presenting Big Data Silicon Valley, brought to you by SiliconANGLE Media and its ecosystem partners. >> Welcome back to Big Data SV, everybody. My name is Dave Vellante and this is theCUBE, the leader in live tech coverage. You know, this is our 10th big data event. When we first started covering big data, back in 2010, it was Hadoop, and everything was a batch job. About four or five years ago, everybody started talking about real time and the ability to affect outcomes before you lose the customer. Lewis Kaneshiro was here. He's the CEO of Streamlio and he's joined by Karthik Ramasamy who's the chief product officer. They're both co-founders. Gentlemen, welcome to theCUBE. My first question is, why did you start this company? >> Sure, we came together around a vision that enterprises need to access the value around fast data. And so as you mentioned, enterprises are moving out of the slow data era, and looking for a fast data value to their data, to really deliver that back to their users or their use cases. And so, coming together around that idea of real time action what we did was we realized that enterprises can't all access this data with projects right now that are not meant to work together, that are very difficult, perhaps, to stitch together. So what we did was create an intelligent platform for fast data that's really accessible to enterprises of all sizes. What we do is we unify the core components to access fast data, which is messaging, compute and stream storage, accessing the best of breed open-source technology that's really open-source out of Twitter and Yahoo! >> It's a good thing I was going to ask why does the world need to know there are, you know, streaming platforms, but Lewis kind of touched on it, 'cause it's too hard. It's too complicated, so you guys are trying to simplify all that. >> Yep, the reason mainly we wanted to simplify it because, based on all our experiences at Twitter and Yahoo! one of the key aspects was to to simplify it so that it's conceivable by regular enterprise because Twitter and Yahoo! kind of our position can afford the talent and the expertise in order to do this real time platforms. But when it goes to normal enterprises, they don't have access to the expertise and the cost benefits that they might have to reincur. So, because of that we wanted to use these open-source projects, the Twitter and the Yahoo!'s provider, combine them, and make sure that you have a simple, easy, drag and drop kind of interface, so that it's easily conceivable for any enterprise. Essentially, what we are trying to do is reduce the (mumbles) for enterprises for real time, for all enterprises. >> Dave: Yeah, enterprises will pay up... >> Yes. >> For a solution. The companies that you used to work for, they all gladly throw engineering at the problem. >> Yeah. >> Sure. >> To save time, but most organizations, they don't have the resources and so. Okay, so how does it, would it work prior to Streamlio? Maybe take us through sort of how a company would attack this problem, the complexities of what they have to deal with, and what life is like with you guys. >> So, current state of the world is it's fragmented solution, today. So the state of the world is where you take multiple pieces of different projects and you'd assemble them together in formats so that you can do (mumbles) right? So the reason why people end up doing is each of these big data projects that people use was the same for completely different purpose. Like messaging is one, and compute is another one, and third one is storage one. So, essentially what we have done as company is to simplify this aspect by integrating this well-known, best-of-the-breed projects called, for messaging we use something called Apache Poser, for compute we use something called Apache Krem, from Twitter, and similarly for storage, for real time storage, we use something called Apache Bookkeeper, so and to unify them, so that, under the hoods, it may be three systems, but, as a user, when you are using it, it serves or functions as a single system. So you install the system, and ingest your data, express your computation, and get the results out, in one single system. >> So you've unified or converged these functions. If I understand it correctly, we talking off camera a little bit, the team, Lewis, that you've assembled actually developed a lot of these, or hugely committed to these open-source projects, right? >> Absolutely, co-creators of each of the projects and what that allows us to do is to really integrate, at a deep level, each project. For example, Pulsar is actually a pub/sub system that is built on Bookkeeper, and Bookkeeper, in our minds, is a pure list best-of-breed stream storage solution. So, fast and durable storage. That storage is also used in Apache Heron to store State. So, as you can see, enterprises, rather than stitching together multiple different solutions for queuing, streaming, compute, and storage, now have one option that they can install in a very small cluster, and operationally it's very simple to scale up. We simply add nodes if you get data spikes. And what this allows is enterprises to access new and exciting use cases that really weren't possible before. For example, machine learning model deployment to real time. So I'm a data scientist and what I found is in data science, you spend a lot of time training models in batch mode. It's a legacy type of approach, but once the model is trained, you want to put that model into production in real time so that you can deliver that value back to a user in real time. Let's call it under two second SLA. So, that has been a great use case for Streamlio because we are a ready made intelligent platform for fast data, for MLai deployment. >> And the use cases are typically stateful and your persisting data, is that right? >> Yes, use cases, it can be used for stateless use cases also, but the key advantage that we bring to a table is stateful storage. And since we ship along with the storage (mumbles) stateful storage becomes much easier because of the fact that it can be used to store a real intermediate state of the computation or it can be used for the staging (mumbles) data when it spills over from what the memory is it's automatically stored to disk or you can even in the data for as long as you want so that you can unlock the value later after the data has been processed for the fast data. You can access the lazy data later, in time. >> So give us the run-down on the company, funding, you know, VCs, head count. Give us the basics. >> Sure, we raise Series A from Lightspeed Venture Partners, lead by John Vrionis and Sudip Chakrabarti. We've raised seven and a half million and emerged from stealth back in August. That allowed us to ramp up our team to 17, now, mainly engineers, in order to really have a very solid product, but we launched post rev, prelaunch and some of our customers are really looking at geo replication across multiple data centers and so active, active geo replication is an open-source feature in Apache Pulsar, and that's been a huge draw, compared to some other solutions that are out there. As you can see, this theme of simplifying architecture is where Streamlio sits, so unifying, queuing and streaming allows us to replace a number of different legacy systems. So that's been one avenue to help growth. The other, obviously is on the compute piece. As enterprises are finding new and exciting use cases to deliver back to their users, the compute piece needs to scale up and down. We also announce Pulsar Functions, which is stream-native compute that allows very simple function computation in native Python and Java, so you spin out the Apache Python cluster or Streamlio platform, and you simply have compute functionality. That allows us to access edge use cases, so IOT is a huge, kind of exciting POC's for us right now where we have connected car examples that don't need heavyweight schedule or deployment at the edge. It's Pulsar Pulsar functions. What that allows us to do are things like fraud detection, anomaly detection at the edge, model deployment at the edge, interpolation, observability, and alerts. >> And, so how do you charge for this? Is it usage based. >> Sure. What we found is enterprise are more comfortable on a per node basis, simply because we have the ambition to really scale up and help enterprises really use Streamlio as their fast data platform across the entire enterprise. We found that having a per data charge rate actually would limit that growth, and so per node and shared architecture. So, we took an early investment in optimizing around Kubernetes. And so, as enterprises are adopting Kubernetes, we are the most simple installation on Kubernetes, so on-prem, multicloud, at the edge. >> I love it, so I mean for years we've just been talking about the complexity headwinds in this big data space. We certainly saw that with Hadoop. You know, Spark was designed to certainly solve some of those problems, but. Sounds like you're doing some really good work to take that further. Lewis and Karthik, thank you so much for coming on theCUBE. I really appreciate it. >> Thanks for having us, Dave. >> All right, thank you for watching. We're here at Big Data SV, live from San Jose. We'll be right back. (techno music)

Published Date : Mar 9 2018

SUMMARY :

brought to you by SiliconANGLE Media and the ability to affect outcomes And so as you mentioned, enterprises are moving out so you guys are trying to simplify all that. and the cost benefits that they might have to reincur. The companies that you used to work for, and what life is like with you guys. so that you can do (mumbles) right? the team, Lewis, that you've assembled so that you can deliver that value so that you can unlock the value later you know, VCs, head count. the compute piece needs to scale up and down. And, so how do you charge for this? have the ambition to really scale up and help enterprises Lewis and Karthik, thank you so much for coming on theCUBE. All right, thank you for watching.

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Karthik Ramasamy, Streamlio - Data Platforms 2017 - #DataPlatforms2020


 

>> Narrator: Hi from the Wigwam in Phoenix, Arizona, it is theCUBE, covering Data Platforms 2017. Brought to you by Qubole. >> Hey welcome back everybody. Jeff Frick with theCUBE. We are down at the historic Wigwam 99 years young just outside of Phoenix, Arizona, Data Platforms 2017. It is really talking about a new approach to big data in cloud put on by Qubole about 200 people, very interesting conversation this morning and we're really interested to have Karthik Ramasamy. He is the co-founder of Streamlio which is still in stealth mode according to his LinkedIn profile so we won't talk about that but long time Twitter guy and really shared some great lessons this morning about things that you guys learned while growing Twitter. So welcome. >> Thank you, thanks for having me. >> Absolutely. One of the key parts of your whole talk was this concept of real time. I always joke with people real time is in time to do something about it. You went through a bunch of examples of real time is really a variable depending on what the right application is but at Twitter real time was super, super important. >> Yes it is indeed important because the nature of the streaming data, the nature of the Twitter data is streaming data because the tweets are coming at a high velocity. And Twitter positioned itself as more of a real time delivery company because that way what happens is whatever the information that we get within Twitter we need to have a strong time budget before we can deliver it to people so that people when they consume the information the information is live or real time. >> But the real time too is becoming obviously for Twitter but for lot of big enterprises it is more and more important and the great analogy I referred before is you used a sample data, is the sample historic data to make decisions. Now you want to keep all the data in real time to make decisions, so its a very different way you drive your decision-making process. >> Very different way of thinking. Especially considering the fact as you said the enterprises are getting into understanding what real time means for them and but if you look at some of the traditional enterprise like financial, they understand the value of real time. Similarly the upcoming new used cases like IoT they understand the value of real time like autonomous vehicles where they have to make quick decisions. Healthcare you have to make quick decisions because the preventive and the predictive maintenance is very important in those kind of segments. So because of those segments, its getting really popular and traditional enterprises like retail and all they're also valuing real time because it allows to blend in into the user behavior so that they can recommend products and other things in real time so that people can react to that so that its becoming more and more important. That's what I would say. >> So Hadoop started out as mostly batch infrastructure and Twitter was pioneer in the design pattern to accommodate both batch and in real time. How has that big data infrastructure evolved so that one, you don't have to split batch in real time and what should we expect going forward to make that platform stronger in terms of in your real time analytics and potentially so that it can inform decisions in systems of record. >> I think like today as of now there are two different infrastructures. One is in general is the Hadoop infrastructure. Other one is more of a real time infrastructure at this point. And the Hadoop is kind of considered as this monolithic, not monolithic, its kind of a mega store where every data like similar to all the rivers kind of reach the sea, it kind of becomes a storage sea where all the data comes and stores there. But before the data comes and stores there, lot of analytics and lot of visibility about the data from the point of its creation before it ends up there it setting done on those rive, whatever you call the data river so you could get lot of analytics done during the time before it ends up so that its more live than the other analytics. Hadoop had its own kind of limitations in terms of how much data it can handle, how real time the data can be. For example, you can kind of dump the data in real time into Hadoop but until you close the file you cannot see the data at all. There is a time budget gets into play there. And you could do smaller files like small, small files writing but the namenode will blob because like within a day you write million files, the namenode is not going to sustain that. So those are the trade-off. That's one of the reason we have to end up doing new real time infrastructure like the distributor log that allows you to the moment the data comes in data is immediately visible within the three to five millisecond timeframe. >> The distributed log you're talking about would be Kafka. The output of that would be to train the model or just score a model and then would that model essentially be carved off from this big data platform and be integrated within a system of record where would informed decisions. >> There are multiple things you could do. First of all, the distributed log essentially the data is kind of, you can think about as a data staging environment where the data kind of lands up there and once it lands up there when there's a lot of sharing of that same data going on in real time, when several jobs are taking they're using some popular data source, it provides a high fan out in the sense like 100 jobs can consume the same data they can be at different parts of the data itself. So that provides a nice sharing environment. Now once the data is around there, now the data is being used for different kind of analytics and one of them could be a model enhancement because typically in the back segment you build the model because you're looking at lot of data and other things, then once the model is built that model is pre-loaded into the real time computer environment like HERON then you look up this model and serve data based on that model whatever it tells you. For example when you do a ad serving to look up that model and what is our relevant ad for you to click. Then the next aspect is model enhancement. Because users behavior is going to change, over a period of time. Now can you capture and incrementally update the model so that those things are also partly done on the real time aspects rather than recomputing the batch and again and again and again. >> Okay so its sort of like a what's the delta? >> Karthik: Yes. >> Let's train on the delta and lets score on the delta. >> Yes and once the delta gets updated then when the new user behavior comes in they can look at that new model what that's being continuously being enhanced and once that enhancement is kind of captured you know that user behavior is changing. And ads are served accordingly. >> Okay so now that our customers are getting serious about moving to the cloud with their big data platforms and the applications on them, have you seen a change in the patterns of the apps they're looking to build or a change in the makeup of the platform that they want to use. >> SO that depends on, typically like, one disclosure is I've worked with Amazon and all, the AWS but within the companies that I worked for its everything is an on frame but thing is having said that cloud is nice because it gives you machines on the fly whenever you need to and it gives a bunch of tools around it where you can bootstrap it and all the various stuff. This works ideal for a smaller company and medium companies but the big companies one of the this things that we calculate in terms of the costwise how much is the cost that we have to pay versus doing it inhouse so there's still a huge gap unless cloud provider is going to provide a huge discount or whatever for the big companies to move in. So that is always a challenge that we get into because think about I have 10 or 20,000 notes of Hadoop can I move all of them into Amazon AWS, how much I am going to pay? Versus the cost of maintaining my own data centers and everything. I would say like I don't know the latest pricing and other things but approximately it comes to three x in terms of cost wise. >> If you're using... >> Our own on-prem and the data center and all of the staffing and everything. There's a difference of I would say three x. >> For on-prem being higher. >> On-prem being lower. >> Lower? >> Yes. >> But that assumes then that you've got flat utilization. >> Flat utilization but, I mean cloud of course I have the expands out of scale and all the various thing that you can, it gives an illusion of unlimited resources but in our case if you're provisioning so much machines in most of the at least 50 or 60% of the machines are used for production but the rest of them are used for staging, development, and all the various other environments so which means like the total cost of those machines even though like only is 50% utilized still you end up saving so much shit like operate out one-third of the cost that might be in the cloud. >> Alright Karthik, that opens up a whole can of interesting conversations. Again we just don't have time to jump into. So I'll give you the last word. When can we expect you to come out of stealth or is that stealthy too? >> It is kind of, that is stealthy too. >> Okay fair enough, I don't want to put you on the spot but thanks for stopping by and sharing your story. >> Karthik: Thanks, thanks for everything. >> Alright, he is Karthik, he is George, I'm Jeff. You're watching theCUBE. We are in the Wigwam resort just outside of phoenix at Data Platforms 2017. We will be back after this short break. Thanks for watching.

Published Date : May 26 2017

SUMMARY :

Narrator: Hi from the Wigwam in Phoenix, Arizona, He is the co-founder of Streamlio One of the key parts of your whole talk was the nature of the streaming data, But the real time too is becoming obviously for Twitter Especially considering the fact as you said the evolved so that one, you don't have to split batch so that its more live than the other analytics. and then would that model essentially be carved off the data is kind of, you can think about as a data staging Yes and once the delta gets updated makeup of the platform that they want to use. one of the this things that we calculate in terms of and all of the staffing and everything. But that assumes then that you've got and all the various other environments So I'll give you the last word. on the spot but thanks for stopping by We are in the Wigwam resort just outside of phoenix

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