Jasmine James and Ricardo Rocha | KubeCon + CloudNativeCon EU 2022
>>Welcome to the cubes coverage of C CFS, co con EU cloud native con in Valencia Spain, I'm John furrier. This is a preview interview with the co-chairs versus we have Jasmine James senior engineering manager and of developer experience and Coon cloud native con EU co-chair and RI ricotta Rocher computing engineer at CERN and Coon co-chair as well at EU. Great to have you both on great to see you, both of you, >>Hey, to be here, >>Us >>Keep alumni. So, you know, Coon just continues to roll and get bigger and bigger, um, and watching all the end user action watching the corporations enterprises come in and just all the open source projects being green litted and just all the developer onboarding has been amazing. So it should be a great EU and Vale span, great venue. A lot of people I I'm talking to are very excited, so let's get into it as co-chairs take us through kind of the upcoming schedule at a very high level. Then I wanna dig into, uh, some of the new insights into selection and program programming that you guys had to go through. I know every year it's hard. So let's start with the overall upcoming schedule for COCOM. >>Yeah. So I'll dive into that. So the schedule is represents a, quite a diverse set of topics. I would say, um, I personally am a fan of those, you know, more personal talks from an end user perspective. There's also like a lot of the representation from a community perspective and how folks can get involved. Um, as most of, you know, like our tracks, the types of tracks has evolved over the year as well. So we now have a community track student track. So it's gonna be very exciting to hear content within those tracks, um, through in Valencia. So a very exciting schedule. Um, yeah. >>And just real quick for the folks watching it's virtual and physical it's hybrid event May 4th through seventh Ricardo, what's your take on the schedule? Uh, how do you see it breaking down from a high level standpoint? >>Yeah, so, um, I'm pretty excited. Um, I think the, the fact that this hybrid will help keep, um, build on the experiences we had, uh, during the pandemic times to, to give a better experience for people not making, uh, it to Valencia. I'm pretty excited also about the number of co-located events. So the two days before the conference will include, uh, um, a large number of co-located events, focusing on security S uh, and some new stuff for like batch and HPC workloads that I'm pretty close to as well. Uh, and then some, some really good consolidation in some tracks like this value, which I think will be quite, quite interesting as well. >>So you mentioned this is gonna be like watch parties, people gonna be creating kind of satellite events. Is that what you're referring to, uh, in terms of the physical space gonna be an event, obviously, um, what's going on around, outside the event, either online or as part of the program. >>So, yeah, uh, the, the, all the sessions, uh, from, from the collocated events will be available virtually as well. I don't know if people will actually be setting up parties everywhere. <laugh>, I'm sure some people will. Yeah, >>There'll definitely be >>Some. And then for, for, for the conference itself, there will be dedicated rooms where for the virtual talks, uh, people can just join in and sit for a while and watch the virtual talks and then go back to the in person, ones, uh, Monday feel >>Like, yeah, it's always a good event. Uh, Jasmine, we talked about this last time and Ricardo, we always get into the hood as well. What's the vibe on the, the, the, the programming. And honestly, people wanna get, give talks. There's a virtual component, which opens up more aperture, uh, for more community and more actions as, as Ricardo pointed out. What's what was the process this year? Because we're seeing a lot of big trends emerge, obviously securities front and center, um, end user projects are growing data engineering is a new persona. That's just really emerged out of kind of the growth of data and the role of data that it plays and containers. And, and with Kubernetes, just a lot of action. What's the, what was it like this year in, in the selection process for the program? >>Yeah, I mean, the selection process is always lots of fun for the co-chairs. Um, you shout out to program committee, track chairs, you put in a lot of great work and reviewing talks and, and it's just a very, very thorough process. So kudos to all of us who are getting through it for this year. I think that lots of things emerge, but I still feel like security is top of mind for a lot of folks, like security is really has provided. One of the biggest, um, submissions is from, from a quantity perspective, there are tons of talks submitted for security track, and that just kind of speaks for itself, right? This is something that the cloud native community cares about, and there's still a lot of innovation and people wanna voice what they're doing and share it. >>Ricardo, what's your take, we've had a lot of chats around not only some of the hardcore tech, but some of the new waves that are emerging out of the growth, the mature maturization of, of, of the segment. What are you seeing, uh, as terms of like the, the key things that came out during the, the process? >>Yeah, exactly. So I think I would highlight something that Jasmine said, which is the, the emergency emergence of some new tracks as well. Uh, she mentioned the student track, but also we added a research track, which is actually the first time we'll have it. So I'm pretty excited about that. Of course, uh, then for the trends, clearly security observability are, uh, massive tracks for app dev operations, uh, extending Kubernetes had also a lot of submissions. Um, I think the, the main things I saw that, uh, kind of, uh, gain a bit of more consistency is the part for the business value. And, uh, the, the, the fact that people are now looking more at the second step, like managing cloud costs, uh, how to optimize, uh, spot usage and, um, usage of GPUs for machine learning, things like this. So I'm pretty excited. And all these hybrid deployments also is something that keeps coming back. So those were, are the ones that, uh, I, I think came out from, from, from the submission at this time, >>You know, it's interesting as the growth comes in, you see these cool new things happen, but there are also signs of problems that need to be solved to create opportunities. Jasmine, you mentioned security. Um, there's a lot of big trends, scale Ricardo kind of hinting at the scale piece of it, but there's all this now new things, the security posture changes, uh, as you shift left, it's not, it's not, it's not over when you shift left in security in the pipeline in there, but it's, there's audits. There's the size of, uh, the security elements, uh, there's bill of materials. Now, people who got supply chains, these are huge conversations right now in the industry, supply chain security, um, scale data, uh, optimization management, um, notifications, all this is built in, built into a whole nother level. What do you guys see in the key trends in the cloud native ecosystem? >>I, I would say that a lot of the key trends, like you said, it, right, these things are not going anywhere. It's actually coming to a point of maturation. Um, I see more of a focus on how consuming, how, how companies go about consuming these different capabilities. What is that experience like? There's a talk that's gonna be offered, um, as a keynote, um, just about that security and leveraging developers to scale security within your environment. And not only is it a tool problem, it's a mindset thing that you have to be able to get over and partner bridge gaps between teams in order to make this, um, a reality within, within, um, people, within certain organizations. So I see the experience part of it, um, coming a big, a big thing. Um, there's multiple talks about that. >>Ricardo, what's your take on these trends? Cause I look at the, the, the paragraph of the projects now it's like this big used to be like a couple sentences. Now you got more projects coming on, you got the rookies in there and you got the, the veterans, the veteran projects in there. So this speaks volumes to kind of things like notaries new, right? So this is cool. Wait, what does that mean? Okay. Security auditing all this is happening. What are the, what are the big trends that you're excited about that you see that people are gonna be digging in, in, in the pro in, in the event? >>Yeah, I think we, we, we talked about supply chain just before. I think that's, that's a big one. We, we saw a, a keynote back in north America already introducing this, and we saw a lot of consolidation happening now in projects, but also companies supporting this project. Um, I, I'm also quite interested, interested in the evolution of Kubernetes in the sense that it's not just for, what was it, it was traditionally used for like traditional it services and scaling. We start seeing, there will be a very cool keynote from, from deploying, uh, Kubernetes at the edge, but really at the edge with the lower orbit satellites running ES in basically, uh, space. So those things I think are, are, are very cool. Like we start seeing really a lot of consolidation, but also people looking at Kubernetes for, for pretty crazy things, which is very exciting. >>Yeah. You mention, you mentioned space that really takes us to a whole edge, another level of edge thinking, um, you know, I've had many conversations around how do you do break fixing space with some folks in, in the space industry, in, in public sector, software is key in all this. And again, back to open source, open source has to be secured. It has to be, be able to managed effectively. It needs to be optimized into the new workflows space is one of them, you know, you see in, um, 5g edge is huge, uh, with new kind of apps that are being built there. So open source plays a big role in all this. So the, the question I wanna ask you guys is as open source continues to grow and it's growing, we're seeing startups emerge with the playbook of you. You play an open source or you actually create a project and then you get funding behind it because I know at least three or four VCs here in Silicon valley that look at the projects and say, they're looking for deals. And they're saying, keep it open a whole nother level. Can you guys share your insights on how the ecosystem's, uh, evolving with entrepreneurship and, and startups? >>Uh, oh, I guess I'll start. Um, I think that it's such a healthy thing, um, to have such innovation occurring, um, is it's really just, uh, Testament as to how the cloud native community right. Nurtures and cultivates these ideas and provides a great framework for them to develop over time, going from, you know, the sandbox and incubating and graduating and having the support of a solid framework, I think is a lot of the reason why a lot of these projects grow so quickly and reach certain these high levels of adoption. Um, so it's a really fantastic thing to see. I think that, you know, VCC an opportunity and, and, and there's a lot of great innovation that can be, you know, operationalized and scaled, right. Um, and applied to a lot of industries. So I feel it, I feel like it's a very healthy thing. Um, it also creates a lot of opportunities about something I'm passionate about, which is like, you know, people getting involved in open source as a step into the world of tech. Um, so all of these projects coming about provide an opportunity for folks to get involved in a particular component they're interested in and then grow their career in open source. So really great thing, in my opinion. >>And you mentioned the student track, by the way, I kept to point that out. I mean, that's huge. That's gonna be a lot of people who have, you know, in computer science programs or self learning. I mean, the, the, the ability to get up to speed, uh, from a development standpoint, as a coder, um, you can be a rural comp SI or, uh, just a practitioner just coding. I mean, data's everywhere. So data engineering, coding, I mean, Ricardo, this is huge student and then just every sector's opening up. I mean, the color codes on the calendar is, uh, larger than ever before. >>Yeah. I think, yeah, the, the diversity of the usage and the communities is, is something that is really important and it's been growing still. So I, I think this one not stop. Um, I'm pretty, pretty, pretty excited to see also how we'll handle this growth, because as you mentioned, like everything is increasing in numbers, number of projects, number of startups around this project. Uh, so one, one thing that I'm particularly interested on as an end user is to understand also how to help other end users that are jumping in not only the, the developers or, or the people wanting to support these projects, but also the end users. How, how do they choose their sta how, how it's, how, how should they look like for their use cases, much more than just going, uh, from, from the selection, individual projects to understand how they, they work together. So I think this is a challenge for, for the next couple of years. >>Yeah. I mean, roll your own and building blocks, whatever you wanna call it, you're starting to see people, uh, build their own stacks. And that's not a bad thing. It might be a feature, not a bug. >>Yeah. I, I would agree that I think it's something that we have to work on, uh, together to, to, to help, especially people starting in the ecosystem, but also for, for the experienced ones that start looking at other use cases as well. >>Okay. Jasmine, we talked about this last time, you gotta pick a favorite, uh, child in the, in the, in the agenda. Uh, what's your favorite session? Um, and you gotta pick one or three or maybe put handful, um, as you guys look through this year, what's the theme. I mean, people like you can kind of sense what's happening. Uh, when you look at the agenda, obviously observability is in there, all these great stuff's in there, but what's the, what's your favorite, um, uh, project or topic this year that, uh, you're jazzed about >>For me, I I'd say there's such diverse, um, topics that are being presented both on the keynote stage and throughout, um, the various tracks. I will just reference, um, the talk that I, I sort of alluded to earlier about, um, leveraging developers to scale Kubernetes. Um, it's a talk given by red hat on the keynote stage. Um, I just think it, you know, the abstracts will me because it's talks about bridging two different roles together, um, and scaling what we all know to be so important within the cloud native space, security and Kubernetes. So it's something that's very like real for me, um, in, in my current role and previous roles. So I think that that's the one that spoke to me. >>Awesome. Ricardo, what's your favorite, uh, this year? What do you, what do you, uh, if you had to put a little gold star on something that you're interested in, what it would it be? >>I think I hinted on, on it just before, which is, uh, I'm, I'm kind of a space enthusiast. So all, all this idea of running Kubernetes in space, um, makes me very excited. So really looking forward to that one, but as an end user, I'm also very interested in talks. Uh, like the one Mercedes will be doing, which is the transition from a kind of a more traditional company to this, uh, uh, more modern world of, uh, cloud native. And I'm quite interested to hear how, how, what their experience has been has been like in the last few years. >>Well, you guys do a great job. I love chatting with you and I love, uh, CNCF and following from the beginning, we were there when it was, when it was created and watched it grow from an insider perspective, the hyperscalers people who are really kind of eating glass and building scale, you know, SREs. Now you have, you have the SRE concept going kind of global mainstream, seeing enterprises and end users contributing and participating enterprises, getting, connecting those two worlds. Jasmine, as you said, as you look at that, you're starting to see the scale piece become huge. You mentioned it a little bit earlier, Jasmine, the SRE role was specific to servers and cloud. You're kind of seeing that kind of role needed for this kind of cloud native layer. We're seeing it with data engineering. It's not for the faint of heart. It may not be a persona. That's got zillions of people, but it scales. It's like an SRE role. You're seeing that with this kind of monitoring and, and with containers and Kubernetes where it's gotta get easier and scale, how do you guys see that? Do you see that emerging in the community, this, this kind of new scale role and, um, what is it, what is this trend? Or maybe I'm misrepresenting it or maybe I'm sensing it wrong, but what do you guys think about the scale piece? How is that F falling into place? >>Yeah, I, I think that is, um, adoption, like, or there's more saturation of, of cloud native technologies within any environment. Um, most in most companies realize that you have to have that represented right within the role that is managing it. Um, if you wanna have it be reliable. Um, so I think that a lot of roles are adopting those behaviors, right. In order to be able to sustain this within their environment and learning as they start to implement these things. Um, so I see that to be something that just happens. Um, we saw it was like DevOps, right? You know, engineers were starting to adopt, you know, working on the systems versus just, you know, working on software. Um, so it's sort of like encompassing all the things, right. We're, we're seeing a shift in the role and, and the behaviors that are within it in order to maintain these cloud native services. So >>Ricardo, what's your take, we've been seeing engineers get to the front lines more and more. Uh, you guys mentioned business value as one of the tracks and, uh, focus topics this year, it's happening, engineers and developers. They're getting in the front lines cuz as you move up that stack, whether it's a headless system for retail or deploying something in another sector, they gotta be in the front lines. If you're gonna be in doing machine learning and have data, you gotta have domain scales about what the business is. Right? >>Yeah. I, I, I agree very much with what Jasmine said and, and uh, if we add this for, for kind of the business value and the, this opportu opportunistic usage of, uh, all types of resources that can come from basically anywhere these days, I think this is, this is really becoming, um, a real role to, to understand how, how to best, uh, use all of this and uh, to, to make the best of all this available resources. When we start talking about, uh, CPUs, it's already important. If we start talking about GPU's, which are more scar or some sort of specialized accelerators, then, then it becomes really like something that, uh, you, you need people that know where, where to go and fish for those. Cause they, they, you can just build your own data center and, and scale that anymore. So you really need to understand what's out there. >>Applications gotta have the security posture nailed down. They gotta have it. Automation built in. You gotta have the observability, you gotta have the business value. I mean, it sounds like a mature industry developing here finally. It's happening. Good job guys. Thanks for coming on the queue. Really appreciate it. >>Thank you. Thank you for having >>Us. And we'll see the cube here at Koon cloud native con May 16th through the 20th in Vale Spain, the cube will be there. We'll have some online coverage as well. Look for the virtual from CNCF. The cube will bring all the, all the action. I'm John fur, your host, see you in Spain and see you on the 16th.
SUMMARY :
Great to have you both on great to see you, both of you, that you guys had to go through. of those, you know, more personal talks from an end user perspective. So the two days before the conference will include, So you mentioned this is gonna be like watch parties, people gonna be creating kind of satellite events. from, from the collocated events will be available virtually as well. talks and then go back to the in person, ones, uh, Monday feel of kind of the growth of data and the role of data that it plays and containers. Um, you shout out to program committee, track chairs, you put in a lot of great work and reviewing What are you seeing, uh, as terms of like the, the key things that came out during Uh, she mentioned the student track, but also we added a research track, which is actually the first time You know, it's interesting as the growth comes in, you see these cool new things happen, but there are also signs So I see the experience part of it, um, coming a big, a big thing. Now you got more projects coming on, you got the rookies in there and you got the, Um, I, I'm also quite interested, interested in the evolution of Kubernetes in the sense the new workflows space is one of them, you know, you see in, um, 5g edge is huge, I think that, you know, VCC an opportunity and, and, and there's a lot of great innovation that can I mean, the color codes on the calendar is, uh, larger than ever before. So I think this is a challenge for, for the next couple of years. uh, build their own stacks. but also for, for the experienced ones that start looking at other use cases as well. Um, and you gotta pick one or three I just think it, you know, the abstracts will me because it's talks about bridging two different Ricardo, what's your favorite, uh, this year? So all, all this idea of running Kubernetes in space, um, makes me very excited. I love chatting with you and I love, uh, CNCF and following from the beginning, Um, if you wanna have it be reliable. They're getting in the front lines cuz as you move up that stack, So you really need to understand what's out there. You gotta have the observability, you gotta have the business value. Thank you for having the cube will be there.
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Mai Lan Tomsen Bukovec & Wayne Duso, AWS | AWS re:Invent 2021
>>Hi, buddy. Welcome back to the keeps coverage of AWS 2021. Re-invent you're watching the cube and I'm really excited. We're going to go outside the storage box. I like to say with my lawn Thompson Bukovac, who's the vice-president of block and object storage and Wayne Duso was a VP of storage edge and data governance guys. Great to see you again, we saw you at storage day, the 15 year anniversary of AWS, of course, the first product service ever. So awesome to be here. Isn't it. Wow. >>So much energy in the room. It's so great to see customers learning from each other, learning from AWS, learning from the things that you're observing as well. >>A lot of companies decided not to do physical events. I think you guys are on the right side of history. We're going to show you, you weren't exactly positive. How many people are going to show up. Everybody showed. I mean, it's packed house here, so >>Number 10. Yeah. >>All right. So let's get right into it. Uh, news of the week. >>So much to say, when you want to kick this off, >>We had a, we had a great set of announcements that Milan, uh, talked about yesterday, uh, in her talk and, and a couple of them in the file space, specifically a new, uh, member of the FSX family. And if you remember that the FSA, Amazon FSX is, uh, for customers who want to run fully managed versions of third party and open source file systems on AWS. And so yesterday we announced a new member it's FSX for open ZFS. >>Okay, cool. And there's more, >>Well, there's more, I mean, one of the great things about the new match file service world and CFS is it's powered by gravity. >>It is taught by Gravatar and all of the capabilities that AWS brings in terms of networking, storage, and compute, uh, to our customers. >>So this is really important. I want the audience to understand this. So I I've talked on the cube about how a large proportion let's call it. 30% of the CPU cycles are kind of wasted really on things like offloads, and we could be much more efficient, so graviton much more efficient, lower power and better price performance, lower cost. Amazon is now on a new curve, uh, cycles are faster for processors, and you can take advantage of that in storage it's storage users, compute >>That's right? In fact, you have that big launch as well for luster, with gravity. >>We did in fact, uh, so with, with, uh, Yasmin of open CFS, we also announced the next gen Lustre offering. And both of these offerings, uh, provide a five X improvement in performance. For example, now with luster, uh, customers can drive up to one terabyte per second of throughput, which is simply amazing. And with open CFS, right out of, right out of the box at GA a million IOPS at sub-millisecond latencies taking advantage of gravitas, taking advantage of our storage and networking capabilities. >>Well, I guess it's for HPC workloads, but what's the difference between these days HPC, big data, data intensive, a lot of AI stuff, >>All right. You to just, there's a lot of intersection between all of those different types of workloads they have, as you said, and you know, it all, it all depends on it all matters. And this is the reason why having the suite of capabilities that the, if you would, the members of the family is so important to our guests. >>We've talked a lot about, it's really can't think about traditional storage as a traditional storage anymore. And certainly your world's not a box. It's really a data platform, but maybe you could give us your point of view on that. >>Yeah, I think, you know, if, if we look, if we take a step back and we think about how does AWS do storage? Uh, we think along multiple dimensions, we have the dimension that Wayne's talking about, where you bring together the power of compute and storage for these managed file services that are so popular. You and I talked about, um, NetApp ONTAP. Uh, we went into some detail on that with you as well, and that's been enormously popular. And so that whole dimension of these managed file services is all about where is the customer today and how can we help them get to the cloud? But then you think about the other things that we're also imagining, and we're, re-imagining how customers want to grow those applications and scale them. And so a great example here at reinvent is let's just take the concept of archive. >>So many people, when they think about archive, they think about taking that piece of data and putting it away on tape, putting it away in a closet somewhere, never pulling it out. We don't think about archive like that archive just happens to be data that you just aren't using at the moment, but when you need it, you need it right away. And that's why we built a new storage class that we launched just yesterday, Dave, and it's called glacier instead of retrieval, it has retrieval and milliseconds, just like an Esri storage class has the same pricing of four tenths of a cent as glacier archive. >>So what's interesting at the analyst event today, Adam got a question about, and somebody was poking at him, you know, analysts can be snarky sometimes about, you know, price, declines and so forth. And he said, you know, one of the, one of the things that's not always shown up and we don't always get credit for lowering prices, but we might lower costs. And there's the archive and deep archive is an example of that. Maybe you could explain that point of view. >>Yeah. The way we look at it is that our customers, when they talk to us about the cost of storage, they talked to us about the total cost of the storage, and it's not just storing the data, it's retrieving it and using it. And so we have done an amazing amount across all the portfolio around reducing costs. We have glacier answer retrieval, which is 68% cheaper than standard infrequent access. That's a big cost reduction. We have EBS snapshots archive, which we introduced yesterday, 75% cheaper to archive a snapshot. And these are the types of that just transform the total cost. And in some cases we just eliminate costs. And so the glacier storage class, all bulk retrievals of data from the glacier storage class five to 12 hours, it's now free of charge. If you don't even have to think about, we didn't even reduce it. We just eliminated the cost of that data retrieval >>And additive to what Milan said around, uh, archiving. If you look at what we've done throughout the entire year, you know, a interesting statistic that was brought up yesterday is over the course of 2021, between our respective teams, we've launched over 105 capabilities for our customers throughout this year. And in some of them, for instance, on the file side for EFS, we launched one zone which reduced, uh, customer costs by 47%. Uh, you can now achieve on EFS, uh, cost of roughly 4.30 cents per gigabyte month on, uh, FSX, we've reduced costs up to 92%, uh, on Lustre and FSX for windows and with the introduction of ONTAP and open CFS, we continue those forward, including customers ability to compress and Dedoose against those costs. So they ended up seeing a considerable savings, even over what our standard low prices are. >>100 plus, what can I call them releases? And how can you categorize those? Are they features of eight? Do they fall into, >>Because they range for major services, like what we've launched with open ZFS to major features and really 95 of those were launched before re-invent. And so really what you have between the different teams that work in storage is you have this relentless drive to improve all the storage platforms. And we do it all across the course of the year, all across the course of the year. And in some cases, the benefit shows up at no cost at all to a customer. >>Uh, how, how did this, it seems like you're on an accelerated pace, a S3 EBS, and then like hundreds of services. I guess the question is how come it took so long and how is it accelerating now? Is it just like, there was so much focus on compute before you had to get that in place, or, but now it's just rapidly accessing, >>I I'll tell you, Dave, we took the time to count this year. And so we came to you with this number of 106, uh, that acceleration has been in place for many years. We just didn't take the time to couch. Correct. So this has been happening for years and years. Wayne and I have been with AWS for, for a long time now for 10 plus years. And really that velocity that we're talking about right now that has been happening every single year, which is where you have storage today. And I got to tell you, innovation is in our DNA and we are not going to stop now >>So 10 years. Okay. So it was really, the first five years was kind of slow. And then >>I think that's true at all. I don't think that try, you know, if you, if you look at, uh, the services that we have, we have the most complete portfolio of any cloud provider when it comes to storage and data. And so over the years, we've added to the foundation, which is S3 and the foundation, which is EBS. We've come out with a number of storage services in the, in the file space. Now you have an entire suite of persistent data stores within AWS and the teams behind those that are able to accelerate that pace. Just to give you an example, when I joined 10 years ago, AWS launched within that year, roughly a hundred and twenty, a hundred and twenty eight services or features our teams together this year have launched almost that many, just in those in, just in this space. So AWS continues to accelerate the storage teams continue to accelerate. And as my line said, we just started counting >>The thing. And if you think about those first five years, that was laying the baseline to launch us three, to launch EBS, to get that foundation in place, get lifecycle policies in place. But really, I think you're just going to see an even faster acceleration that number's going up. >>No, I that's what I'm saying. It does appear that way. And you had to build a team and put teams in place. And so that's, you know, part of the equation. But again, I come back to, it's not even, I don't even think of it as storage anymore. It's it's data. People are data lake is here to stay. You might not like the term. We always use the joke about a data ocean, but data lake is here to say 200,000 data lakes. Now we heard Adam talk about, uh, this morning. I think it was Adam. No, it was Swami. Do you want a thousand data lakes in your customer base now? And people are adding value to that data in new ways, injecting machine intelligence, you know, SageMaker is a big piece of that. Tying it in. I know a lot of customers are using glue as catalogs and which I'm like, wow, is glue a catalog or, I mean, it's just so flexible. So what are you seeing customers do with that base of data now and driving new business value? Because I've said last decade plus has been about it transformation. And now we're seeing business transformation. Maybe you could talk about that a little bit. >>Well, the base of every data lake is going to be as three yesterday has over 200 trillion objects. Now, Dave, and if you think about that, if you took every person on the planet, each of those people would have 26,000 S3 objects. It's gotten that big. And you know, if you think about the base of data with 200 trillion plus objects, really the opportunity for innovation is limitless. And you know, a great example for that is it's not just business value. It's really the new customer experiences that our customers are inventing the NFL. Uh, they, you know, they have that application called digital athlete where, you know, they started off with 10,000 labeled images or up to 20,000 labeled images now. And they're all using it to drive machine learning models that help predict and support the players on the field when they start to see things unfold that might cause injury. That is a brand new experience. And it's only possible with vast amounts of data >>Additive to when my line said, we're, we're in you talk about business transformation. We are in the age of data and we represent storage services. But what we really represent is what our customers hold one of their most valuable assets, which is their data. And that set of data is only growing. And the ability to use that data, to leverage that data for value, whether it's ML training, whether it's analytics, that's only accelerated, this is the feedback we get from our customers. This is where these features and new capabilities come from. So that's, what's really accelerating our pace >>Guys. I wish we had more time. I'd have to have you back because we're on a tight clock here, but, um, so great to see you both especially live. I hope we get to do more of this in 2022. I'm an optimist. Okay. And keep it right there, everybody. This is Dave Volante for the cube you're leader in live tech coverage, right back.
SUMMARY :
Great to see you again, we saw you at storage day, the 15 year anniversary of AWS, So much energy in the room. I think you guys are on the right side of history. Uh, news of the week. And if you remember that the FSA, And there's more, Well, there's more, I mean, one of the great things about the new match file service world and CFS is it's powered It is taught by Gravatar and all of the capabilities that AWS brings a new curve, uh, cycles are faster for processors, and you can take advantage of that in storage In fact, you have that big launch as well for luster, with gravity. And both of these offerings, You to just, there's a lot of intersection between all of those different types of workloads they have, as you said, but maybe you could give us your point of view on that. Uh, we went into some detail on that with you as well, and that's been enormously popular. that you just aren't using at the moment, but when you need it, you need it right away. And he said, you know, one of the, one of the things that's not always shown up and we don't always get credit for And so the glacier storage class, the entire year, you know, a interesting statistic that was brought up yesterday is over the course And so really what you have between the different there was so much focus on compute before you had to get that in place, or, but now it's just And so we came to you And then I don't think that try, you know, if you, And if you think about those first five years, that was laying the baseline to launch us three, And so that's, you know, part of the equation. And you know, a great example for that is it's not just business value. And the ability to use that data, to leverage that data for value, whether it's ML training, I'd have to have you back because we're on a tight clock here,
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