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Wayne Duso | AWS Storage Day 2021


 

(Upbeat intro music) >> Thanks guys. Hi everybody. Welcome back to The Spheres. My name is Dave Vellante and you're watching theCubes continuous coverage of AWS storage day. I'm really excited to bring on Wayne Duso. Wayne is the vice-president of AWS Storage Edge and Data Governance Services. Wayne, two Boston boys got to come to Seattle to see each other. You know. Good to see you, man. >> Good to see you too. >> I mean, I'm not really from Boston. The guys from East Boston give me crap for saying that. [Wayne laughs] That my city, right? You're a city too. >> It's my city as well I'm from Charlestown so right across the ocean. >> Charlestown is actually legit Boston, you know I grew up in a town outside, but that's my city. So all the sports fan. So, hey great keynote today. We're going to unpack the keynote and, and really try to dig into it a little bit. You know, last 18 months has been a pretty bizarre, you know, who could have predicted this. We were just talking to my line about, you know, some of the permanent changes and, and even now it's like day to day, you're trying to figure out, okay, you know, what's next, you know, our business, your business. But, but clearly this has been an interesting time to say the least and the tailwind for the Cloud, but let's face it. How are customers responding? How are they changing their strategies as a result? >> Yeah. Well, first off, let me say it's good to see you. It's been years since we've been in chairs across from one another. >> Yeah. A couple of years ago in Boston, >> A couple of years ago in Boston. I'm glad to see you're doing well. >> Yeah. Thanks. You too. >> You look great. (Wayne Laughs) >> We get the Sox going. >> We'll be all set. >> Mm Dave you know, the last 18 months have been challenging. There's been a lot of change, but it's also been inspiring. What we've seen is our customers engaging the agility of the Cloud and appreciating the cost benefits of the Cloud. You know, during this time we've had to be there for our partners, our clients, our customers, and our people, whether it's work from home, whether it's expanding your capability, because it's surging say a company like zoom, where they're surging and they need more capability. Our cloud capabilities have allowed them to function, grow and thrive. In these challenging times. It's really a privilege that we have the services and we have the capability to enable people to behave and, execute and operate as normally as you possibly can in something that's never happened before in our lifetimes. It's unprecedented. It's a privilege. >> Yeah. I mean, I agree. You think about it. There's a lot of negative narrative, in the press about, about big tech and, and, and, you know, the reality is, is big tech has, has stood and small tech has stepped up big time and we were really think about it, Wayne, where would we be without, without tech? And I know it sounds bizarre, but we're kind of lucky. This pandemic actually occurred when it did, because had it occurred, you know, 10 years ago it would have been a lot tougher. I mean, who knows the state of vaccines, but certainly from a tech standpoint, the Cloud has been a savior. You've mentioned Zoom. I mean, you know, we, productivity continues. So that's been, been pretty key. I want to ask you, in you keynote, you talked about two paths to, to move to the Cloud, you know, Vector one was go and kind of lift and shift if I got it right. And then vector two was modernized first and then go, first of all, did I get that right? And >> Super close and >> So help me course correct. And what are those, what are those two paths mean for customers? How should we think about that? >> Yeah. So we want to make sure that customers can appreciate the value of the Cloud as quickly as they need to. And so there's, there's two paths and with not launches and, we'll talk about them in a minute, like our FSX for NetApp ONTAP, it allows customers to quickly move from like to like, so they can move from on-prem and what they're using in terms of the storage services, the processes they use to administer the data and manage the data straight onto AWS, without any conversion, without any change to their application. So I don't change to anything. So storage administrators can be really confident that they can move. Application Administrators know it will work as well, if not better with the Cloud. So moving onto AWS quickly to value that's one path. Now, once they move on to AWS, some customers will choose to modernize. So they will, they will modernize by containerizing their applications, or they will modernize by moving to server-less using Lambda, right? So that gives them the opportunity at the pace they want as quickly or as cautiously as they need to modernize their application, because they're already executing, they're already operating already getting value. Now within that context, then they can continue that modernization process by integrating with even more capabilities, whether it's ML capabilities or IOT capabilities, depending on their needs. So it's really about speed agility, the ability to innovate, and then the ability to get that flywheel going with cost optimization, feed those savings back into betterment for their customers. >> So how did the launches that you guys have made today and even, even previously, do they map into those two paths? >> Yeah, they do very well. >> How so? Help us understand that. >> So if we look, let's just run down through some of the launches today, >> Great. >> And we can, we can map those two, those two paths. So like we talked about FSX for NetApp ONTAP, or we just like to say FSX for ONTAP because it's so much easier to say. [Dave laughs] >> So FSX for ONTAP is a clear case of move. >> Right >> EBS io2 Block Express for Sand, a clear case of move. It allows customers to quickly move their sand workloads to AWS, with the launch of EBS direct API, supporting 64 terabyte volumes. Now you can snapshot your 64 terabyte volumes on-prem to already be in AWS, and you can restore them to an EBS io2 Block Express volume, allowing you to quickly move an ERP application or an Oracle application. Some enterprise application that requires the speed, the durability and the capability of VBS super quickly. So that's, those are good examples of, of that. In terms of the modernization path, our launch of AWS transfer managed workflows is a good example of that. Manage workflows have been around forever. >> Dave: Yeah. >> And, and customers rely on those workflows to run their business, but they really want to be able to take advantage of cloud capabilities. They want to be able to, for instance, apply ML to those workflows because it really kind of makes sense that their workloads are people related. You can apply artificial intelligence to them, >> Right >> This is an example of a service that allows them to modify those workflows, to modernize them and to build additional value into them. >> Well. I like that example. I got a couple of followup questions, if I may. Sticking on the machine learning and machine intelligence for a minute. That to me is a big one because when I was talking to my line about this is this, it's not just you sticking storage in a bucket anymore, right? You're invoking other services: machine intelligence, machine learning, might be database services, whatever it is, you know, streaming services. And it's a service, you know, there it is. It's not a real complicated integration. So that to me is big. I want to ask you about the block side of things >> Wayne: Sure >> You built in your day, a lot of boxes. >> Wayne: I've built a lot of boxes. >> And you know, the Sand space really well. >> Yeah. >> And you know, a lot of people probably more than I do storage admins that say you're not touching my Sand, right? And they just build a brick wall around it. Okay. And now eventually it ages out. And I think, you know, that whole cumbersome model it's understood, but nonetheless, their workloads and our apps are running on that. How do you see that movement from those and they're the toughest ones to move. The Oracle, the SAP they're really, you know, mission critical Microsoft apps, the database apps, hardcore stuff. How do you see that moving into the Cloud? Give us a sense as to what customers are telling you. >> Storage administrators have a hard job >> Dave: Yeah >> And trying to navigate how they move from on-prem to in Cloud is challenging. So we listened to the storage administrators, even when they tell us, No. we want to understand why no. And when you look at EBS io2 Block Express, this is in part our initial response to moving their saying into the Cloud super easily. Right? Because what do they need? They need performance. They need their ability. They need availability. They need the services to be able to snap and to be able to replicate their Capa- their storage. They need to know that they can move their applications without having to redo all they know to re-plan all they work on each and every day. They want to be able to move quickly and confidently. EBS io2 Block Express is the beginning of that. They can move confidently to sand in the Cloud using EBS. >> Well, so why do they say 'no'? Is it just like the inherent fear? Like a lawyer would say, don't do that, you know, don't or is it just, is it, is it a technical issue? Is it a cultural issue? And what are you seeing there? >> It's a cultural issue. It's a mindset issue, but it's a responsibility. I mean, these folks are responsible for the, one of the most important assets that you have. Most important asset for any company is people. Second most important asset is data. These folks are responsible for a very important asset. And if they don't get it right, if they don't get security, right. They don't get performance right. They don't get durability right. They don't get availability right. It's on them. So it's on us to make sure they're okay. >> Do you see it similar to the security discussion? Because early on, I was just talking to Sandy Carter about this and we were saying, you remember the CIA deal? Right? So I remember talking to the financial services people said, we'll never put any data in the Cloud. Okay they got to be one of your biggest industries, if not your biggest, you know customer base today. But there was fear and, and the CIA deal changed that. They're like, wow CIA is going to the Cloud They're really security conscious. And that was an example of maybe public sector informing commercial. Do you see it as similar? I mean there's obviously differences, but is it a sort of similar dynamic? >> I do. I do. You know, all of these ilities right. Whether it's, you know, durability, availability, security, we'll put ility at the end of that somehow. All of these are not jargon words. They mean something to each persona, to each customer. So we have to make sure that we address each of them. So like security. And we've been addressing the security concern since the beginning of AWS, because security is job number one. And operational excellence job number two. So, a lot of things we're talking about here is operational excellence, durability, availability, likeness are all operational concerns. And we have to make sure we deliver against those for our customers. >> I get it. I mean, the storage admins job is thankless, but the same time, you know, if your main expertise is managing LUNs, your growth path is limited. So they, they want to transform. They want to modernize their own careers. >> I love that. >> It's true. Right? I mean it's- >> Yeah. Yeah. So, you know, if you're a storage administrator today, understanding the storage portfolio that AWS delivers will allow you, and it will enable you empower you to be a cloud storage administrator. So you have no worry because you're, let's take FSX for ONTAP. You will take the skills that you've developed and honed over years and directly apply them to the workloads that you will bring to the Cloud. Using the same CLIs, The same APIs, the same consoles, the same capabilities. >> Plus you mentioned you guys announced, you talked about AWS backup services today, announced some stuff there. I see security governance, backup, identity access management, and governance. These are all adjacency. So if you're a, if you're a cloud storage administrator, you now are going to expand your scope of operations. You, you know, you're not going to be a security, Wiz overnight by any means, but you're now part of that, that rubric. And you're going to participate in that opportunity and learn some things and advance your career. I want to ask you, before we run out of time, you talked about agility and cost optimization, and it's kind of the yin and the yang of Cloud, if you will. But how are these seemingly conflicting forces in sync in your view. >> Like many things in life, right? [Wayne Laughs] >> We're going to get a little spiritually. >> We might get a little philosophical here. [Dave Laughs] >> You know, cloud announced, we've talked about two paths and in part of the two paths is enabling you to move quickly and be agile in how you move to the Cloud. Once you are on the Cloud, we have the ability through all of the service integrations that we have. In your ability to see exactly what's happening at every moment, to then cost optimize, to modernize, to cost optimize, to improve on the applications and workloads and data sets that you've brought. So this becomes a flywheel cost optimization allows you to reinvest, reinvest, be more agile, more innovative, which again, returns a value to your business and value to your customers. It's a flywheel effect. >> Yeah. It's kind of that gain sharing. Right? >> It is. >> And, you know, it's harder to do that in a, in an on-prem world, which everything is kind of, okay, it's working. Now boom, make it static. Oh, I want to bring in this capability or this, you know, AI. And then there's an integration challenge >> That's true. >> Going on. Not, not that there's, you know, there's differences in, APIs. But that's, to me is the opportunity to build on top of it. I just, again, talking to my line, I remember Andy Jassy saying, Hey, we purposefully have created our services at a really atomic level so that we can get down to the primitives and change as the market changes. To me, that's an opportunity for builders to create abstraction layers on top of that, you know, you've kind of, Amazon has kind of resisted that over the years, but, but almost on purpose. There's some of that now going on specialization and maybe certain industry solutions, but in general, your philosophy is to maintain that agility at the really granular level. >> It is, you know, we go back a long way. And as you said, I've built a lot of boxes and I'm proud of a lot of the boxes I've built, but a box is still a box, right? You have constraints. And when you innovate and build on the Cloud, when you move to the Cloud, you do not have those constraints, right? You have the agility, you can stand up a file system in three seconds, you can grow it and shrink it whenever you want. And you can delete it, get rid of it whenever you want back it up and then delete it. You don't have to worry about your infrastructure. You don't have to worry about is it going to be there in three months? It will be there in three seconds. So the agility of each of these services, the unique elements of all of these services allow you to capitalize on their value, use what you need and stop using it when you don't, and you don't have the same capabilities when you use more traditional products. >> So when you're designing a box, how is your mindset different than when you're designing a service? >> Well. You have physical constraints. You have to worry about the physical resources on that device for the life of that device, which is years. Think about what changes in three or five years. Think about the last two years alone and what's changed. Can you imagine having been constrained by only having boxes available to you during this last two years versus having the Cloud and being able to expand or contract based on your business needs, that would be really tough, right? And it has been tough. And that's why we've seen customers for every industry accelerate their use of the Cloud during these last two years. >> So I get that. So what's your mindset when you're building storage services and data services. >> So. Each of the surfaces that we have in object block file, movement services, data services, each of them provides very specific customer value and each are deeply integrated with the rest of AWS, so that when you need object services, you start using them. The integrations come along with you. When, if you're using traditional block, we talked about EBS io2 Block Express. When you're using file, just the example alone today with ONTAP, you know, you get to use what you need when you need it, and the way that you're used to using it without any concerns. >> (Dave mumbles) So your mindset is how do I exploit all these other services? You're like the chef and these are ingredients that you can tap and give a path to your customers to explore it over time. >> Yeah. Traditionally, for instance, if you were to have a filer, you would run multiple applications on that filer you're worried about. Cause you should, as a storage administrator, will each of those applications have the right amount of resources to run at peak. When you're on the Cloud, each of those applications will just spin up in seconds, their own file system. And those file systems can grow and shrink at whatever, however they need to do so. And you don't have to worry about one application interfering with the other application. It's not your concern anymore. And it's not really that fun to do. Anyway. It's kind of the hard work that nobody really you know, really wants to reward you for. So you can take your time and apply it to more business generate, you know, value for your business. >> That's great. Thank you for that. Okay. I'll I'll give you the last word. Give us the bumper sticker on AWS Storage day. Exciting day. The third AWS storage day. You guys keep getting bigger, raising the bar. >> And we're happy to keep doing it with you. >> Awesome. >> So thank you for flying out from Boston to see me. >> Pleasure, >> As they say. >> So, you know, this is a great opportunity for us to talk to customers, to thank them. It's a privilege to build what we build for customers. You know, our customers are leaders in their organizations and their businesses for their customers. And what we want to do is help them continue to be leaders and help them to continue to build and deliver we're here for them. >> Wayne. It's great to see you again. Thanks so much. >> Thanks. >> Maybe see you back at home. >> All right. Go Sox. All right. Yeah, go Sox. [Wayne Laughs] All right. Thank you for watching everybody. Back to Jenna Canal and Darko in the studio. Its Dave Volante. You're watching theCube. [Outro Music]

Published Date : Sep 2 2021

SUMMARY :

I'm really excited to bring on Wayne Duso. I mean, I'm not really from Boston. right across the ocean. you know, our business, your business. it's good to see you. I'm glad to see you're doing well. You too. You look great. have the capability to I mean, you know, we, And what are those, the ability to innovate, How so? because it's so much easier to say. So FSX for ONTAP is and you can restore them to for instance, apply ML to those workflows that allows them to And it's a service, you know, And you know, the And I think, you know, They need the services to be able to that you have. I remember talking to the Whether it's, you know, but the same time, you know, I mean it's- to the workloads that you and it's kind of the yin and the yang We're going to get We might get a little and in part of the two paths is that gain sharing. or this, you know, AI. Not, not that there's, you know, and you don't have the same capabilities having boxes available to you So what's your mindset so that when you need object services, and give a path to your have the right amount of resources to run I'll I'll give you the last word. And we're happy to So thank you for flying out and help them to continue to build It's great to see you again. Thank you

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Wayne Duso, Amazon Web Services | AWS Storage Day 2019


 

>>This is >>Dave Volante, and welcome to Storage Day. We're here at Amazon and Boston and you're watching the Cube. Wayne do so is here. He's the general manager of a lot of stuff. File hybrid edge transfer and data protection Service is at Amazon. Web service is good to see you, Wayne. Thanks. >>Good to see you. >>So let's talk about that. That's a pretty vast portfolio that you have explained that to our audience. >>Sure thinks so. The portfolio that I'm responsible for covers a vast swath of our stories portfolio on AWS. So in that we cover all of our files. Service's s Oh, that's E f s and FSX. Our data transport service is which includes data sync, transfer for sftp and our snowball or snow service's. And then also hybrid edge, which includes our snowball, compute and our stories, Gateway Service's and then data protection, which includes a W s back up. >>Wow. Okay, great. Congratulations on that portfolio. And, you know, I said I said earlier on it started with s3, and it's just exploded. Now all the service is this is part of what we sometimes call tongue and cheek cloud to 0.0, there's more work loads, more capabilities, more granularity. But talk about some of the big picture macro trends that you guys see in the marketplace. Specific Thio Sort of your area. >>Yes. So, uh, actually, it's so many, uh, think you said things are expanding. Things are accelerating in our space. One of things I like thio talk about with respect to our portfolio is we have storage service is dated. Transport service is to match the needs of your workloads and your applications. So all of these service is a purpose built for the type of storage that you need, the programming model that you need for your applications and workloads. So whether it's object storage with s3 and glacier or block storage with BBS or most recently, file service with F s and F S X file service is so you have the tools at your disposal. It'll that you need based on your on your application. Workloads. >>Talk more about the programming model. What? How do you envision that? What do you What do you mean? What's your mental model of the different >>process? You're so forever. People have been programming based on, you know, whether it's performance or or some scale of some sort. Um, you know, uh, databases traditionally used block storage because they don't need a lot of logic between them and the storage medium itself. File storage is been used for 50 years and has a very specific program model that exist in every operating system in every programming language. You know, whether it's an open, ah, read right, see close. It's a common paradigm that is used all over the place and that capability in the performance that you need to satisfy those applications and workloads very specific. And so for for aws, we provide those final systems for for Lennox, if you would with F House Windows, which is ever sex for Windows and for very high performance computing on luster. We've had an amazing storage platform, which is s3 and S three forms the basis for a lot of our customers data lakes on and basically storage data repositories, for which there are many integrations. With that, there are other >>sword service's. I often joke that, you know, if your expertise is is unpacking boxes plugging in setting up storage arrays, managing London's you, you might want to think about updating. You know your skill sets right, But so that's another big mega trend that we certainly see is people just don't see a lot of value in planning and managing and migrating over six month periods. Storage a raise. It's It's something that really doesn't have a lot of value to the business. So you guys have announced all these service is over the years and you've got some new announcements as well, that kind of play into some of the trends that we've been talking about. Talk about the news. >>Yes, that the news is pretty rich. Uh, for this season, let's let's start off with FSX eso FSX is our service for bringing fully manage third party or open source file systems, um, to our customers. And so Fsx Windows, as example, was launched last year, reinvent and has been rolling out the whole Siri's of features throughout the year, and we have a nice set of features coming out this year. So, as example today, effort, Sex Windows is a single ese service. We are rolling out multi easy capability, >>okay? And you you Sometimes you guys make the point that the beauty is there's no change required in APS, and we talked earlier about the program. We'll talk a little bit more about that. Why is that important to customers, >>you know and all index on FXX windows for another minute. A lot of abs been written to use the semantics of a particular file system in case of Windows will say NT f s and their written for that specific file system. We've provided customers with the capability of bringing those applications to AWS without any wary of compatibility. It's a pure lift and shift model. S O makes it really easy for them to bring their workloads. They should bring their workload so they don't have to deal with some of things you brought up early around provisioning buying systems, having to worry about saying that, planning for all of that. We take all of that work away from them and they get full compatibility based on what they need today and with some of the additional capabilities we're bringing to bear with the integrations in the ecosystem and heat up US ecosystem, they'll be able to appreciate those as well. >>Let's talk a little bit about more about that because you're basically, I'm inferring you're saying, Hey, this compelling reasons why you should move into the cloud. For instance, File Service's into the cloud. What's the difference between my on Prem? Isn't just on Prem Nass stuffing it into the cloud? Or is it more than you touched on integration? So convince me, why should I move? >>It's so much more than that. So if we if we look at the basic infrastructure once you literally click three or four buttons, Thio started files and creative file system, you no longer have to worry about it ever again. So the things that you have done on Prem, you no longer have to worry about having a sword administrator or having to provision in by storage and maintain it. We take care of all that would take care of all the security elements. I'm so important to your data to make sure that's in a in a secure environment. Security. It's job number one for us. So all of these capabilities and the ability to stand it up to never have to manage it never adorable security. We take care of all the capabilities like you should really be bringing those workloads onto a platform like this so that you can spend your time on added value. Um, service is our applications for your >>business, while in the integration is also a key piece of it. I mean, you know, for years, customers and customers still sometimes want to roll their own. You know, they like to have the you know, the knobs and turn them. But but many customers that we talked or saying Listen, it's too expensive. I don't want to be a systems integrator anymore in the cloud. How can they take advantage of those? Like sometimes they call it the flywheel effect. But the other innovations that you're bringing, whether it's machine learning or other service, is that you guys are bringing in. Is that how tight is that? Integration. >>So those integrations are ongoing, and they're there forever. It goes back to what I said a minute around over a three year period. All of these capabilities gonna be delivered to them, if you would at this at the same cost as the basic service. So let's talk about what happened this year. Um ah, lot of our customers are using sage maker for their M. L A I capabilities and sage maker is deeply integrated with both fsx luster and uh, E F s so that customers again don't have to worry about stories. They're not the way about sharing that are scaling. It's all there for them. >>You mentioned. Also you responsible for the snow product convention an edge. I was what it was to me. It was your first move, so the hybrid, I'll call it. But I always joke that, but it's true. The fastest way to get data from Point A to point B is a Chevy truck, and so, but you're referring to a sort of an edge play. You talk a little bit more about that, help us understand it. >>Sure, so Snowball, a service launched about five years ago. We initially launched a service as a bulk data migration service, and it's it's been that service for roughly four years. About a year ago, a little over a year ago, we started introducing thehe bility to have compute as part of that device, and the reason for that was customers were telling us as we're moving the data, we would like to be able to do some pre processing before it makes it onto AWS before it goes into history, is example. So we started providing that capability that ended up expanding into a full blown if you would cloud platform on a device that could be run in disconnected environments or stare environments. So with Snowball today of the ability to have easy two instances CBS storage s3 storage all in one device. And so that's a really powerful construct because you can build your applications on AWS using the same service is prove out if you wouldn't Dev UPS model that there what you need to be and then literally lift them onto, ah, snowball device and have those executing in the field as if they were running directly in the cloud. >>Change the subject a little bit when I look at the logo slide of all your customers, a lot of big names on their their global companies, a lot of things. So I run a cloud and they got a data center. You know he's Boston or something. No offense if you have a data center, East Boston, but regions are critical, um, especially for global scale. Cloud brings global scale, but it's also important to have data approximate to the users. So you're reducing late and see there's availability and redundancy aspects. Talk about your philosophy around regions and how it fits into your portfolio. How do you take advantage of all that capability? >>So a lot of our customers have global presence and the ability for them to have their application to have their business function in the regions that they're doing business and have those little agencies and also the availability model of being in multiple places. Case of disasters super important. Um, are regions are built, have at minimum three availability zones and an availability zone. You could think of boat as, ah, data center. So, for example, with the F. S. When you stand up a file system with the F S, your file system is automatically distributed, replicated across all three availability zones within that region. But as the user, you don't worry about any of that. We take care of it all for you. In the unfortunate event that our availability zone is made unavailable, your data is still fine. You still have access to that data all time? >>Yeah, and your customers, I think increasingly understanding this the beginning toe architect around regions and availability zones. It's a different way of thinking, but it's in some respects sort of the modern way of thinking. >>If you if you if you go back a few years and you think about all of the disaster recovery or business continue in software and capabilities that had been created, we're providing all of those capabilities today in our regional construct. >>Yeah, well, you know this. I mean, you both better have been around for a while, and we've seen the unnatural acts that you had to do to sort of create that level of redundancy and business continuance. And it was extremely expensive, complex and really risky to test. So I'll, uh, I'll leave you with the last word. Any other thoughts that you want to share with our audience? We're >>We're We're just first off. Thank you for giving you the time. Today. We're really excited about what we're doing with each of these. Service is we're very excited about the portfolio overall on the value that it's going to bring, and he's bringing to our customers today. We're excited about all the announcements. >>Yeah, we'll say we're seeing a lot of innovation. Expansion of the Amazon portfolio. Optionality, granularity performance, horses for courses, the right tool for the right job way. Thanks so much for coming to >>my pleasure. Thank you. >>You're welcome. All right. Keep it right to everybody. You watching the cube storage day from Amazon in Boston? Right back.

Published Date : Nov 20 2019

SUMMARY :

He's the general manager of a lot of stuff. That's a pretty vast portfolio that you have explained that to our audience. So in that we cover all of our files. And, you know, I said I said earlier on it started with s3, and it's just exploded. the programming model that you need for your applications and workloads. What do you What do you mean? that you need to satisfy those applications and workloads very specific. I often joke that, you know, if your expertise is is unpacking boxes Yes, that the news is pretty rich. And you you Sometimes you guys make the point that the you know and all index on FXX windows for another minute. Hey, this compelling reasons why you should move into the cloud. So the things that you have done on Prem, you no You know, they like to have the you know, the knobs and turn them. All of these capabilities gonna be delivered to them, if you would Also you responsible for the snow product convention an edge. you can build your applications on AWS using the same service is prove How do you take advantage of all that capability? So a lot of our customers have global presence and the ability for them to but it's in some respects sort of the modern way of thinking. If you if you if you go back a few years and you think about all of the disaster recovery or business continue in acts that you had to do to sort of create that level of redundancy and business continuance. Thank you for giving you the time. Expansion of the Amazon portfolio. Thank you. Keep it right to everybody.

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