Fernando Castillo, CloudHesive & Luis Munoz, Universidad de Los Lagos | AWS PS Awards 2021
(upbeat music) >> Hello and welcome to today's session of the 2021 AWS Global Public Sector Partner Awards Program. This session's award is going to be profiling the Most Customer Obsessed Mission-based Win in the education domain. I'm your host, Donald Klein, with theCUBE. And today we are joined by Fernando Castillo. He's the Business Development Manager at CloudHesive, and then also Luis Muñoz, who's the Information Director at the Unibersidad de Los Lagos. >> Okay, everyone. Welcome to today's session. All right. Fernando, thanks for taking some time out and joining us today. Wanted to start with you and wanted to hear a little bit of background about CloudHesive. Obviously, you're a company that had won an award last year, but you're back on this year, again. Want you give us some a little bit of the story of CloudHesive, and what kind of services you provide? (speaking in foreign language) >> Translator: Thank you very much, Donald. Yes, CloudHesive is a managed consulting service provider in the cloud. We are AWS Partner and since 2014 we have been providing solutions focusing on security, trustability, and scalability in the cloud. Accompany companies to their main objective, which is reducing operational costs and increasing their productivity as they move forward in the adaption of cloud services. >> Very good. Okay. And then Luis, I'm going to turn to you now, want you talk to us a little bit about your role there at the Unibersidad de Los Lagos, and how you started this project? (speaking in foreign language) >> Translator: Good afternoon. I belong to the academic department of the engineering department at the University of Los Lagos and the director of the IT of this school. For several years, for about five years, we've been analyzing the deployment of these automation at universities of Chile. Since it's not a common item in the country, we've done several benchmarking worldwide, especially in Spain, Mexico, Columbia, and places where it's more developed. And eventually, we have to take some demos that allowed us to make some decisions. This topic was not going to be considered in 2020, but it happened because of a political situation, social political in Chile in 2019. So we have to move forward the process, but we had already made a global analysis and this was one of the reasons why we have to get closer to AWS Partners and this allowed us to move this process forward within the university. >> Okay. Very good. All right. Well then, what I'm going to do now is I'm going to come back to you, Fernando, and I want you to talk a little bit about the overall goal of what you were trying to help the university with. (speaking in foreign language) >> Translator: Well, within the main objectives we had in the project was to have a platform that would support a concurrent load of thousands of students, especially in University of Los Lagos. They had requested to have around 15,000 students and the main complication or the main challenge was to keep a virtual attendance, which is now known as learning management system, but also having the possibility of having video classes in two days, something similar to what we are doing today, but with 50 or up to 100 students. This was one of the main objectives of the project. >> Okay, understood. So the goal is here to deploy this platform and open source platform and make it available for about 15,000 students. Okay. Now coming back to you, Luis, there was a time constraint here, correct? You needed to get the system going very quickly. Maybe you could explain why you needed to accelerate this program so quickly. (speaking in foreign language) >> Translator: Well, literally, the pandemic conditions in the country started to be more evident and more severe since the first week of March in 2020. And so we have to make the decision, the double-sided decision of choosing an infrastructure that we could not buy at that time, given the emergency, logistic emergency of the pandemic at the server's room and to keep a stable platform for that number of users, student and professors of university. So we started conversations to make this scale up and move everything to the cloud. This was the first decision. So we decided to use Amazon and with CloudHesive, we were able to organize the academics charter in the same platform. So as to move no longer than three weeks so that we could give classes, online classes with the students while we were learning this new normal, which was virtual distance education. This was very difficult of every morning, afternoon, and evening of work, but this allowed us not to fall behind in the first semester of the educational needs of the students. With this modality, we have around 5% more students that we used to last year in 2020, in March 2020. And this allowed us to have a more visible structure for those who were questioning this new modality and we were applied to take this new modality in the end. >> Okay. So because of the pandemic, you had to accelerate the deployment of this learning management system very quickly. And you had to learn how to manage the system at the same time that you were deploying it. Okay. Understood. So a lot of challenges there. All right. So then maybe coming back to you, Fernando. Wanted you talk about your role and how CloudHesive helped with this sort of this very rapid deployment of this LMS system. (speaking in foreign language) >> Translator: Well, talking about the challenges and how we were able to get to the objective, within the plan, deployment and development have to accompany the University of Los Lagos not only with the use of the platform, but also how to change management. One of the biggest challenges was to do a security audit, the deployment of scalable infrastructures. And one of the main topics was, one of the main challenges for CloudHesive that we can now talk about and obtained objective was to do the tests from the point of view of scalability and security getting into 15,000 students, concurrent students, stimulating the workload of the university, keeping 99.5 availability of the platform. Going back to the challenges, it's not only the scalability and stability. Nowadays, the University of Los Lagos platform can continue to grow, as Luis mentioned, without the need to look for new resources. But with our implementation, deployment and development, we already have a scalable resource as they increase the number of professors and students to their university. >> Okay. Understood, understood. Now, maybe talk a little bit just to continue with that point. Maybe talk for a minute about how you leverage the AWS platform in order to be able to accelerate this project. What aspects of your partnership with AWS enabled you to deploy the system so quickly? (speaking in foreign language) >> Translator: Well, talking about that, we based on a referential architecture of AWS, which is an open source middle platform, and within these competencies and within things, they belong to the education. We also have the problems, the presence of (indistinct), which allows us to deploy new solution and new integrations. So this allowed us as the team to, within weeks, to develop new features that would allow us to deal with each of the requirements of the universities, specifically. So within the first week, the University of Los Lagos had the connectivity with the academic sector. On the second week, they had the infrastructure to support out two-way videos. And on the third week, they already had the platform completely deployed with all the security safeguards that we already have in all of our products and services. So having worked hand-in-hand with AWS allowed us to have success in time with this platform. >> Wow. So that's fantastic. You were able to deploy this entire system from the connection with the academics to the video infrastructure to actually getting all the security implementations in place. You were able to do that in a three week cycle, is that correct? >> Yeah, that's correct. >> Fantastic. Okay. So Luis, coming back to you then, so working with CloudHesive as a partner to help deploy the platform on AWS gave you fantastic speed and agility to get the system working. Maybe talk a little bit now about the challenges of getting students and educators to adapt the system, and what kind of successes you had? (speaking in foreign language) >> Translator: First of all, they have to, we need to need to know the geography, the landscape of the university. The geography is very varied. We have mountains and lakes and so forth, and connectivity concepts are very difficult in this area. In addition, University of Los Lagos has the characteristic of receiving students from very poor sectors within the region. So this means that more than 80% have a free education, as there are few universities that exist in the country. So one of the technological challenges was for these students to receive the mechanisms and technology to have the connectivity they needed. After that, we had a very big training plan with the deployment company, CloudHesive, with the permissions, and eventually together, we were able to go beyond students and professors. And I remember we had 50% students and professors logged in to the platform, and nowadays, we have 100% students and professors logged in having classes in the platform. But most importantly, nowadays, we have an analytical control because of an integration with CloudHesive, with certain tools that allow us to gather data in real time. And we can do a follow-up of the student that is closer actually from the previous situation when we didn't have this technology. If the student is not logged in, we can reach them directly or indirectly to know, what is happening with his meeting, which is the kind of support, academic, social or economic support that they need. Before, it was harder to get this. So we have a communion between technology and social services that we can provide as a university. And of course, the adaptability of CloudHesive in as much as most of the requirements that we needed. So as to have a good response, they've been very providing, they provided a very robust service in this terms. >> Fantastic. So you were able to reach 100% percent of your target audience very quickly. Is that correct? Great. >> Yes. >> And maybe just to kind of follow up one more. Just talk a little bit about the future of your program. Now that you've worked so hard to establish the system and to connect your students and your teachers and to optimize the system, what is your plan to use it going forward? Are you looking to expand it? What would you say are your goals? (speaking in foreign language) >> Translator: First of all, for better or for worse, this modality came here to stay. The pandemic may end, but it generated opportunities that nationwide, it moved forward at least seven or eight times faster, these kinds of possibilities. So it's hard to use or waste this opportunity with the face-to-face classes. The university nowadays, thanks to the platform and the work done by CloudHesive and AWS, the university won ministry projects from the Ministry of Education in the country, have a strengthening plans for other kinds of services that were not incorporated before, like the idea of virtual library, research work, academic development work, of training and cultural transformation as well. But eventually, they are happening in this virtually environments. And the university won this possibility through the ministry, bridging the gap between the academic sector and the students. And in order to elaborate a little bit more from the previous question, we did a survey last year and ended not long ago. And most professors said that 80%, more than 80% said that the virtual environment was considered as good or very good. So we have a very good assessment in order to participate in this project that were won by the university and they are nowadays being applied. So this generates development in the academic sector, in research, in library, in content creation, global communication, working together with other universities with work postgraduate courses and other universities without the need of getting out of home. So this is a very competitive advantage that we didn't have before. And since 2020, we were able to develop. >> Fantastic. Well, congratulations on a really well put together program. And I'm excited to hear that you've won an award in your country and that you're planning to expand the system more broadly. I think that's a fantastic success story. So maybe just to wrap this up here with you Fernando, why don't you talk a little bit about, so obviously, you guys were very critical in helping this system be deployed very quickly, but very securely at the same time. How do you see your role going forward in enabling these types of situations, this distance learning type formats? (speaking in foreign language) >> Translator: Well, just as Luis said, taking this project with the University of Los Lagos, this showed the importance of looking at technological advances and to improve the universities and research centers and how to focus on innovation and bringing the future education down. For us, the data generated in this virtual interactions are very valuable and having a clear perspective, so as to organize this data for, to make more effective decisions that allow us to act in real time. This is what we are focusing on right now. So as to keep, I mean, prove, and being able to provide new tools, the research centers and universities to operate quickly, safely, and cost effectively. >> Okay, fantastic. So really, the real lesson learned here is by working with a partner like yourself, you were able take an open source learning management system and then deploy it very quickly, manage it, and then secure it in a way that allowed the university then to do their work. So I think that's a really great end-to-end delivery story. So I think, maybe if you want to make one last comment, Fernando, about your role in any kind of future expansion for this type of work. (speaking in foreign language) >> Translator: Yes, of course. I would like to thank Amazon and University of Los Lagos, of course for giving us the chance to work together and develop this project successfully. And answering your question, I would like to say that this is a good incentive to build more robust solutions, as long as we have our focus on our clients, when working and as a final comment, I would just would like to thank you and hope to see you again with a new project. >> Okay, well, congratulations to you both on winning this award. And for CloudHesive, this is your second year in a row of winning a Public Sector Award. So with that, I'm going to sign off today and I'm going to thank you both for attending. Today, we've had Fernando Castillo, the Business Development Manager from CloudHesive and then Luis Muñoz, the Information Director at the Uniberisdad de Los Lagos, and thank you both for attending. This is Donald Klein for theCUBE, until next time. (bright music)
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of the 2021 AWS Global Public of the story of CloudHesive, and scalability in the cloud. at the Unibersidad de Los Lagos, and the director of the IT of this school. help the university with. in the project was to have a So the goal is here to emergency of the pandemic at the same time that One of the biggest challenges the AWS platform in order to be able of the universities, specifically. from the connection with the academics and agility to get the system working. in as much as most of the able to reach 100% percent and to optimize the system, and the work done by CloudHesive and AWS, So maybe just to wrap this and bringing the future education down. that allowed the university then and hope to see you and I'm going to thank
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Fernando Castillo & Steven Jones, AWS | AWS re:Invent 2020 Partner Network Day
>>from around the globe. It's the Cube with digital coverage of AWS reinvent 2020. Special coverage sponsored by AWS Global Partner Network. Hello, everyone. This is Dave Balanta. And welcome to the cubes Virtual coverage of AWS reinvent 2020 with a special focus on the A p N partner experience. I'm excited to have two great guests on the program. Fernando Castillo is the head s a p on AWS Partner Network and s A P Alliance and AWS and Stephen Jones is the general manager s a p E c to enterprise that aws Gentlemen, welcome to the Cube. Great to see you. >>I'm here. >>So guys ASAP on AWS. It's a core workload for customers. I call it the poster child for mission Critical workloads and applications. Now a lot has happened since we last talked to you guys. So So tell us it. Maybe start with Stephen. What's going on with Sapna Ws? Give us the update. >>I appreciate the question Day. Look, a lot of customers continue to migrate. These mission critical workloads State of us on a good example is the U. S. Navy right? Who moved their entire recipe landscape European workload AWS. This is a very large system of support. Over 72,000 users across 66 different navy commands. They estimate that 70 billion worth of parts and goods actually transact through the system every year. Just just massive. Right? And this this type of adoptions continued to accelerate a very rapid clip. And today, over 5000 customers now are running SFP workloads. I need to be us on there really trusting us, uh, to to manage and run these workloads. And another interesting stat here is that more than half of these customers are actually running asap, Hana, which is a safe He's flagship in memory database. >>Right, Fernando, can you add to that? >>Sure. So definitely about, you know, the customs are also SCP themselves continue to lose a dollar less to run their own offerings. Right? So think about conquer SCP platform. SCP analytics were when new offers like Hannah Cloud. In addition to that, we continue to see the P and L despondent network to grow at an accelerated pace. Today we have over 60 SNP company partners all over the world helping SFP customers s O that customers are my green. There s appeal asking CW's. They only look for reduced costs, improved performance but also toe again access to new capabilities. So innovate around their core business systems and transform their businesses. >>So for now, I wonder if I could stay with you for a minute. I mean, the numbers that Steve was putting out there, it's just massive scale. So you obviously have a lot of data. So I'm wondering when you talk to these customers, Are you discerning any common patterns that are emerging? What are some of the things that you're hearing or seeing when you analyze the data? >>Sure. So just to give a couple example right. Our biggest customers are doing complete ASAP. Transformations on Toe s four Hana. Their chance they're going to these new S a p r p code nine All customers have immediate needs, and they're taking their existing assets to AWS, so looking to reduce costs and improve performance, but also to sell them apart for innovation. This innovation is something that operation or something that they can wait. They need it right now. It's they This time to innovate is now right on some of these customers saying that while s and P has nice apart. So that is a multi year process on most organizations and have a look from waiting for this just before they start innovating. So instead of that, they focus on bringing what they have on start innovating right away on Steve has some great stories around here, so maybe Steve can share with that. Goes with that? >>Yeah, that'd be great, Steve. >>Yeah. Look, I think a good example here on and Fernando touched it, touched on it. Well, right. So customers coming from all kind of different places in their journey aws as it relates to this this critical workload and some are looking to really reap the benefits of the investments they made over the last couple decades sometimes. And Vista is a really good example Here, um there a subsidiary of Cook Industries, they migrated and moved their existing S a P r P solution called E c C. To AWS. They estimate that this migration alone from an infrastructure cost savings perspective, has netted them about two million per year. Additionally, you know, they started to bring some of the other issues they were trying to solve from a business perspective, together now that they were on the on the on the business on the AWS platform. And one thing that recognizes they had different data silos, that they had been operating in an on premises world. Right? So massive factories solution and bringing all of that data together on a single platform on AWS and enriching that with the SCP data has allowed them to actually improve their forecasting supply chain processes across multiple data sources and the estimate that that is saving them additional millions per year. So again, customers are not necessarily waiting to innovate. Um, but actually moving forward now. >>All right, so I gotta ask, you don't hate me for asking this question, but but everybody talks about how great they are. Supporting s a P is It's one of the top, of course, because s a p, you know, huge player in the in the application space. So I want you guys to address how aws specifically compares Thio some of your competitors that are, you know, the hyper scaler specifically as it relates to supporting S a P workloads. What's the rial differential value that you guys bring? Maybe Steve, you could start >>Sure, you're probably getting to know us a little bit. Way don't focus a lot on competition, Aziz mentioned week We continue to see customers adopt AWS for S a p a really rapid clip. And that alone actually brings a lot of feedback back into how we consider our own service offerings as it relates to this particular workload on that, that's it. That's important signal right for what we're building. But customers do tell us the security performance availability matters, especially for this workload, which, you know, to be honest, is the backbone of many, many organizations. Right? And we understand why. And there was a study that was done recently about a. D. C. Where they found that even a single hour of unplanned downtime as a released this particular workload could cost millions. And so it's it's super important. And if you look at, um, you know, publicly available data from an average perspective, um, it has considerably less downtime than the other hyper scale is out there way. Take the performance and availability of oh, our entire global footprint and in this workload in particular, super important. >>Well, you know, that's a great point, Steve. I mean, if you got critical mission critical applications like ASAP supporting the business, that's driving revenue. It's driving productivity. The higher the value of the application, the greater the impact when it's down, I wonder, Fernando, you know, Steve said, You guys don't focus on the competition. Well, is an analyst. You know, I always focused on the competition, So I wonder if you're gonna add anything to that. >>Sure. So again, as you can imagine, multiple analyst called Space right. And, uh, everybody shares information. And analysts have agreed that Italy's clean infrastructure services, including the three quite a for CP across the globe. So we feel very humble and honor about this recognition on this encourages to continue to improve ourselves to give you a couple examples for a 10 year in a row. Italy's US evaluated as a leader in the century Gardner Magic Quadrant, right for cloud infrastructure from services. And, as you know, the measure to access right they measure very execute on complete, insufficient were the highest, both of them. Another third party, just not keep with one is icy, right? You know, technology research dreamers, you already you might know advice for famous Well, the reason they publisher s a p on infrastructure service provider lands reports long name which, basically, the analyzers providers were best suited to host s a. P s four hana workloads on more broadly s a p Hannah landscapes, you know, very large scape ASAP 100 landscapes. So they recognize it, at least for the third year in a row. And conservative right, the best class enterprise. Great infrastructure towards security performances, Steve mentioned, but also making the panic community secure. Differentiation. Andi, they posted. They mentioned it all us as a little position in quadrant for the U. S. U K France, Germany, the Nordics in Brazil. So again, really honor and humble on discontinued in court just to continue to improve. >>You know, Steve, I just wrote a piece on Cloud 2030 trying to project what the next 10 years is gonna look like in one of the I listed a lot of things, but one of the things I talked about was some of the technical factors like alternative processors, specialized networks, and you guys have have have really, always done a good job of sort of looking at purpose built, you know, stuff that that can run workloads faster. How relevant is that in the the S A P community? >>Oh, that's a great question, David. It's It's absolutely relevant. You take a look at what? What we've done over the years with nitro and how we've actually brought the ability for customers to run on environmental infrastructure but still have that integrated, uh, native cloud experience. Uh, that is absolutely applicable to Unless if you workload and we're actually able toe with that technology, bring the capability to customers to run thes mission critical workloads on instances with up to 24 terabytes of brand, albeit bare metal, but fully integrated into the AWS network fabric, >>right? I mean, a lot of people, you know, need that bare metal raw performance on, and that makes sense that you've been, you know, prioritize such an important class of workload. I'm not surprised that that I mean, the numbers that you threw out a pretty impressive eso. It's clear you're leading the charge here. Maybe you could share a little glimpse of what's coming in the future. Show us a little leg, Steve. >>Yeah, well, look, uh, we know that infrastructure is super important. Thio. Our customers and in particular the customers are running these mission critical workloads. But there's a lot of heavy lifting, uh, that that we also want to simplify. And so you've seen some indications of what we've done here over the years, uh, ice G that Fernando mentioned actually called out. AWS is differentiating here, right? So for for many years, we've actually been leading in releasing tools for customers to actually orchestrate and automate the deployment of these types of worthless so ASAP in particular. I mean, if you think about it a customer who is coming to a to a hyper scale platforms like AWS and having to learn what that means, Plus understand all the best practices from S, A, P and AWS to make that thing really shine from a performance and availability perspective, that's a heavy asked. Right? So we put a lot of work from a tooling perspective into into automating this and making this super simple not just for customers, but also partners. >>Anything you wanna chime in on that particular the partner side, Fernando. >>Sure. So this is super important for public community, right? As you can imagine, the tooling that we're bringing together toe. The market is helping the Spanish to move quicker, right? So they don't have to reinvent. They will all the time. They will just take this and move and take it and move forward. Give an example. One of our parents in New York, three hosts. Thanks for lunch. We start with Steve just reference right. They want to create work clothes in an automated way. Speeding up the delivery time. 75% corporation is every environments. So it just imagine the the impact of these eso a thing here that is important is our goal is to help customers and partners move quicker, removing any undifferentiated heavy lifting, right, Andi, that's kind of the mantra of this group. >>You know, when you think about what Doug Young was saying is in the keynote, um, the importance of partners and I've been on this kick about we've moved in this industry from products to platforms, and the next 10 years is gonna be about leveraging ecosystems. The power of many versus the resource is of a few or even one is large is a W s so so partners air critical on I wonder if you could talk toe the role that that the network partners air playing in affecting S a p customer outcomes and strategies. Maybe Steve, you could take that first. >>Yeah, but look, we recognize that the migration on the management of these systems it's complex, right? And for years, we've invested in a global community of partners many partners who have been fundamental to s a p customer success over over a couple decades, Right? And so, um, that there are some nuances that that need to be realized when it comes to running ASAP on on a hyper scale platforms like AWS. And so we put a lot of work into making sure these partners are equipped to ensure customers have have a really good experience. And I mean, in a recent conversation I had with a CEO of a large, uh, CPG company, he told me he reflected that the partners really are the glue. That kind of brings it all together for them. And, uh, you know, just to share something with you today, our partners, our partner community network for S. If he is actually helping over 90% of net new customers who are coming toe migrate as if you were close to AWS, so they're just absolutely critical. >>So, Fernando, there's the m word, the migration, you know, it's you don't want to unless you have to, but people have to move to the cloud. So So what can you add to this conversation? >>Sure, they So again, just to echo what Steve mentioned, right? Uh, migration. Super important. We have ah group of partners that are right now specializing in migration projects. And they have built migration factories. You may have seen some of them. They have been doing press releases through the whole year saying that they're part of these and their special cells they're bringing to the helping customers adopt AWS. So they go through the next, you know, very detailed process. We call them map for ASAP partners. So they have these incremental value on top of being SCP competent funds, which I referred earlier on. This group has, as mentioned, you know, show additional capability to safeguard these migrations on. Of course, we appreciate and respect and we have put investment programs for them to help them support their own customers right in those in these migrations. But because the SNP ecosystem on it. But it's not about only migrations, right? One important topic that we need technologies as you as Steve mentioned, we have these great set of partner of customers have trusted us or 5000 through a year on these, uh, these customers asking for innovation right there, asking us how come the ecosystem help us innovate faster? So these partners are using a dollars a plan off innovation, creating new solutions that are relevant for SCP. So basically helping customers modernize their business processes so you can take an example like Accenture Data Accelerator writers taking SCP information and data legs Really harm is the power of data there or the Lloyd you know, kinetic finances helping, you know, deploy Central finance, which is a key component of SCP, or customer like partners like syntax that has created our industrial i o. T. Offering that connects with the SNP core. So more and more you will see thes ecosystem partners innovating on AWS to support SNP customers. >>You know, I think that's such an important point because for for decades have been around for a while. It's the migrations air like this. Oftentimes there's forced March because maybe a vendor is not going to support it anymore. Or you're just trying to, you know, squeeze Mawr costs out of the lemon. What you guys are talking about is leveraging an ecosystem for innovation and again that ties into the themes that we're talking about about Cloud 2030 in the next decade of innovation. Let's close, guys. What can customers ASAP customers AWS customers expect from reinvent this year? Um, you know, maybe more broadly, what can they expect from A W S in the coming 12 months? Maybe, Steve, you could give us a sense, and then Fernando could bring us home. >>You bet. Look, um, this year we've really tried to focus on customer stories, right? So we've we've optimized. There's a number of sessions here agreement this year. We want customers and partners to learn from other from other customer experiences, so customers will be able to listen to Bristol Myers Squibb talk about their performance, their their experiences, Alando Newmont's and Volkswagen. And I'll be talking about kind of different places where they are on this, this journey to cloud and this innovation life cycle, right, because it really is about choice and what's right for their business. So we're pretty excited about that. >>Yeah. Nice mix of representative Industries there. I Fernando bring us home, please. >>Sure. So, again, we think about 21 in the future. Rest assured, we'll continue to invest heavily to make sure it values remains the platform innovation. Right on choice for recipe customers where a customer wants to move their existing investments on continue to add value. So what they have already done for years or goto export transformation. We're here to support their choice. Right? And we're committed to that as part of our customers Asian culture. So we're super excited about the future. And we're thankful for you to spend time with us today. >>Great, guys, Look, these are the most demanding workloads we're seeing that that rapid movement to the cloud is just gonna accelerate over the coming years. Thanks so much for coming on The Cube. Really appreciate it. >>Our pleasure. Thank >>you. All >>right. Thank you for watching everyone keep it right there from or great content. You're watching the cube aws reinvent 2020
SUMMARY :
Network and s A P Alliance and AWS and Stephen Jones is the general manager talked to you guys. Look, a lot of customers continue to migrate. So innovate around their core So for now, I wonder if I could stay with you for a minute. So instead of that, they focus on bringing what they have on start innovating really reap the benefits of the investments they made over the last couple decades sometimes. What's the rial differential value that you guys bring? especially for this workload, which, you know, to be honest, I wonder, Fernando, you know, Steve said, You guys don't focus on the competition. on more broadly s a p Hannah landscapes, you know, very large scape ASAP 100 landscapes. built, you know, stuff that that can run workloads faster. Uh, that is absolutely applicable to Unless I'm not surprised that that I mean, the numbers that you threw out a pretty impressive eso. I mean, if you think about it a customer who is coming to a to a hyper scale platforms like AWS So it just imagine the the impact is large is a W s so so partners air critical on I wonder if you could talk toe the role And, uh, you know, just to share something with you today, So So what can you add to this conversation? is the power of data there or the Lloyd you know, kinetic finances helping, Um, you know, maybe more broadly, So we're pretty excited about that. I Fernando bring us home, And we're thankful for you to spend time with us today. is just gonna accelerate over the coming years. Our pleasure. you. Thank you for watching everyone keep it right there from or great content.
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