(bright music) >> Hello, and welcome to this CUBE conversation. I'm John Furrier, your host of theCUBE, here in Palo Alto, California. It's a hybrid world, we're still doing remote in news. Of course, events are coming back in person, but more importantly conversations continue. We've got two great guests here, John Siegal, SVP ISG Marketing at Dell Technologies, and Dave McGraw, office of the CTO at VMware. Gentlemen, great to see you moving forward. Dell Technologies and VMware great partnership. Thanks for coming on. >> Great to be back. >> Yeah, hi, John, thanks for having us. >> You know, the world's coming back to kind of real life, Omnicon virus is out there, but people say it's not going to be as bad as we think, but it looks like events are happening. But more importantly, the cloud native, cloud operations is definitely forcing lots of great new things happening, new innovations on-premises and at the Edge. A lot of new things happening in Dell and VMware, both have been working together for a long time now. VMware a separate company, we'll get to that in a second, but let's get to the partnership. What's new, what's changed with the relationship? >> Yeah, so I mean, just to kick that off and certainly Dave can chime in, but I think in a word, you know, John, nothing changes in terms of my customer's perspective. I mean, in many ways our joint relationship has never been stronger. We've put a ton of investment in both joint engineering innovation, Joint Go To Market over the last several years. And we're really been making what was our vision a couple of years ago a reality, and we only expect that to continue. And I think much of the reason we expect that to continue is because we have a shared vision of this distributed multi-cloud, you know, cloud native, modern app environment that customers want to drive. >> Yeah, and John, I would add that we've been building platforms together for the last five years, a great example is VxRail. You know, it's a market-leading technology that we've co-engineered together. And now it's a platform that we're actually building out use cases on top of whether it's multi-cloud solutions, whether it's private and hybrid cloud or including Tansu for developer environments. You know, we're using the investments we made and then we're layering in and building more value into those investments together. And we put agreements in place by the way that, you know, multi-year agreements around commercial arrangements and partnering together as well as our technology collaboration together. So we feel really confident about the future and that's what we're communicating to our customer base. >> Yeah, indeed just go ahead sorry, John. >> No, good. >> I was going to say just to build on that, as he said, I really, when I say not much changes, I mean, VMware has always been an open ecosystem partner, right? With its OEM vendors out there. And I think the difference here is Dell has made a strategic choice and a decision to make a significant investment in joint innovation, joint engineering, joint testing for VMware environments. And so I think a lot of this comes down to the commitment and focus that we've already made. You mentioned VxRail, which is a fantastic example where we at Dell, we've invested our own IP. You know, HCI systems software, that's sort of the secret ingredient that the secret sauce that delivers that single click, you know, automated lifecycle management experience. And we're investing lots of dollars in test labs just to ensure that customers always have that, you know, that seamless experience. >> You know, one of the benefits of doing theCUBE for 11 years now, it's just been that long, both EMC World and Dell World back in the day was our first events we went to. We've watched you guys together over the years. One of the things that strikes to be consistently the same is this focus of end to end, but also modularity, but also interoperability and kind of componentizing kind of the solution, not to oversimplify it, but this is kind of the big discussion right now as cloud scale, horizontal scale is with cloud resources are being put into the development stream where modern applications now are clear using only cloud native operations. That doesn't mean it's just cloud. I mean, it's cloud everywhere, but it's distributed computing. So this is kind of the original vision if you go back even five years or more. You guys have been working on this. This is kind of an important inflection point because now it's well known that the modern application is going to have to be programmable under the hood. Meaning everything's going to be scaling and rise of superclouds or new Edge technologies, which is coming fast. This is the new normal. This is not something that we were talking about mainstream five years ago, but you guys have been working on this kind of simplicity solutions-based approach. What's your reaction? >> That's right, John, I'll tell you, you might remember at VMworld a couple of years ago we announced Project Monterey. And now this was really a redefining architecture for not only data center, core data centers, but also for cloud and Edge environments. And so it's leveraging technology, you know, data processing units also known as smart NICs. You know, we're essentially redefining what that infrastructure looks like, making it more efficient, more performance, depending on the use case. So we've been partnering very closely with Dell to develop that technology and it's going to really transform what you see at the Edge and what you also see in core data centers going forward. >> Yeah, and there's so many of those. I mean, I think it seems Monterey is a great example of one that we continue to invest in. I think there's also NBME over TCP is another, if you will key ingredient to how customer is going to essentially get the performance they need out of the infrastructure going forward. And so we were proud to be a partner there, at most recent VMware where we announced, you know, the ability to essentially automate the integration of MBME over TCP with Dell EMC system integrated with vSphere. And that's a great example as well, right? I think there's countless. >> John: Yeah. >> And I'll tell you, we are so excited to see what Dell has done in the storage business with PowerStore X, where they've integrated vSphere ESXi into a storage array. And, you know, that creates all kinds of opportunities going forward for better integration and really for plug and play of, you know, the storage technology into cloud infrastructure. >> What's interesting about what you guys talking about is remember the old DevOps moving infrastructure as code. Okay, that became DevSecOps. That's big part of Tansu and security. Now it's all about devs, right? So now devs have all that built in and now the operations are the big conversation because one of the things we pointed out in the theCUBE recently is that, you know, VMware has owned the IT operations world, in our opinion for a long, long time. Dell has owned the enterprise for a very long time in terms of infrastructure in front solutions. The operational efficiency of cloud hybrid is really kind of what's the gateway to multi-cloud. This has been a big part of IT transformation. Can you guys share how you guys were working together to make that flexibility to transform from the old IT to the new IT? And what are some of the things that you're seeing with your customers that can give them a map of how to do this? >> Yeah, so I would say, you know, one area in particular that we're really coming together is around APEX, right? From an as a service perspective. I think what APEX is really doing is really unifying much of what you just described. It's taking as a service, it's taking multi-cloud, it's taking cloud native development if you will, and modern app development. And we together partner to ensure that's a consistent experience for customers. And we have a number of new APEX cloud services that keep that in mind and that are built on joint innovations, like frankly, VxRail at the bottom of that as they've said earlier. So for customers are looking to get, you know, item managing infrastructure altogether, which we, you know, we're seeing more and more now, we recently announced the APEX Cloud Services With VMware Cloud you know, which is again, a joint solution that'll be available soon. And it's one that is managed by Dell, but, you know, it gives customers that simplicity and scale of the public cloud, but certainly that control and security and performance, if you will, that they prefer to have in the private club. >> Yeah, and I think because, you know, the APEX Cloud Service is designed with the VMware Cloud, you have a capability that drives consistency and portability of workloads for customers. So they don't have to re-skill and retrain to be able to manage the environment. They also are not locked in to any particular solution. They have this ability to move workloads depending on what their needs are; economically, performance, you know, logistics requirements, and they can react accordingly as they digitize their business going forward. >> It's interesting, you guys are talking about this demand in a way, addressing this demand for as a service, which is, you know, it can be one cloud or multiple clouds, but it's really more of an abstraction layer of what you deploy to essentially create that connective tissue between what's existing, what's new and how to make it all work together to again, satisfy the developer 'cause the new apps are coming, right? They want more data is coming into them. So this has been, is this the as a service focus, is that what's happening? >> Yes, absolutely, yeah. The, as a service focus is, you know, at the end of the day is how are we going to really simplify this. We've been on this journey now for at least a year and much more to go. And VMware has been a key partner here, you know, on that journey. So a number of cloud services. We've had APEX Hybrid Cloud, APEX Private Cloud, you know, out there for some time. In fact, that's where we're getting a lot of the traction right now, and this new offering that's going to come out soon that we just mentioned with VMware cloud is just going to build on that. >> And VMware is a super cloud, isn't it Dave? Because you guys would be considered by our new definition of Supercloud because you can sit on Amazon. You also have other clouds too, so your customers can operate on any cloud. >> Our view is that, you know, from a multi-cloud future for customers to be able to be on-premises with a, you know, APEX service, to be able to be operating in a Colo, to be able to operate in one of many different hyperscalers, you know, providing that consistency and flexibility is going to be key. And I think also you mentioned Tansu earlier, John. You know, being able to have the customer have choice around whether they're operating with VMs and containers is really key as well. So, you know, what Dell has done with APEX is they set up again, another platform that we can just provide our SASE offerings to very simply and easily and deliver that value to customers in a consistent fashion going forward here. >> You know, I just love the term Supercloud. Actually, I called it subclass, but Dave Vellante called them Superclouds. But the idea is that you can have all the super power in the cloud capabilities, but it's also distributed clouds, right? Where you have Edge, you've got the Core and the notion of a cloud isn't like one place in which there's distributed computing. This is what the world now realizes. Again, we've talked about in theCUBE many times. So let's discuss this whole Core to Edge dynamic because if everything's cloudified, if you will, or cloud operations, you've got devs and ops kind of working together with security, all that good stuff. Now you have almost a seamless environment where code can run anywhere, data should traverse anywhere, but the idea of an Edge changes dramatically and certainly with 5G. So can you guys tie that Edge computing story together how Dell and VMware are addressing this massive growth at the Edge? >> Yeah, I would say, you know, first and foremost, we are seeing a major shift. As you mentioned today, the data being generated at the Edge it's, I think Michael Dell has actually gone on record talking about the next frontier, right? So it's especially happening because we're seeing all these smart monitoring capabilities, IOT, right? At almost any end point now from retail, traffic lights, manufacturing floors, you name it. I think anywhere where data is being acted upon to generate critical insights, right? That's considered an Edge now and we're expecting to see, as ITC has already gone out there on record as saying 50% of the new infrastructure out there will be deployed at the Edge in the next couple of years, so. And it's a different world, right? I mean, I think in terms of what's needed and what the challenges are, there's certainly a lack of specialized technical resources, typically at the Edge, there's typically a scaling issue. How do you manage all those distributed endpoints and do so successfully? And how do you ensure you lay any concerns around security as well? So, you know, once again, we've had a very collaborative approach when it comes to working on challenges like Edge, and, you know, we, again, common theme here, but the VxRail, which is a leading, you know, joint ACI off in the market is the foundation of many of our Edge offerings out there in the market today. The new satellite nodes that we just announced just a few months ago, extends VxRail's, you know, value proposition to the Edge, using a single node deployment. And it's really perfect for customers that don't have that local technical resource expertise or specialized resources. And it still has cyber resilience built right in. >> And John, just to follow up on that real quick, before Dave chimes in. On the Edge, compute has been a huge issue. And I've talked with you guys about this too. You guys have the compute, you have the integrated systems now, any update there on what VxRail is doing different or other Edge power (John laughs) PowerEdge sounds familiar? We need some more power at the Edge. So what's new there? >> Well, you know, first of all, we had new PowerEdge platforms of course, come out in this past year, and, you know, there's, we're building on that. I mean, the latest VxRail is of course, leveraged that power of PowerEdge. Yeah, lots of a good naming arrogance, right? PowerEdge. >> John: I love that. And, but, you know, it's, you know, it's at the heart of much of what we're doing. We're taking a lot of our capabilities that have been IP, like streaming data platform, which enables streaming, video and real-time analytics and running that on a VxRail or PowerEdge platform. You know, we're doing the same thing, you know, with, in the manufacturing side. We're working with partners that have IOT Edge platforms, you know, and running those on VxRail and PowerEdge. So we are taking very much the idea here that, yes, you're right with our rich resources of infrastructure, both with PowerEdge and VxRail, you know, building on that. But working with partners like VMware and others to collapse an integrated solution for the Edge. And so we're seeing really good uptake so far. >> Dave, what's your take on the Dell Edge with VMware, because automation is big theme, not moving data across an internet that's obviously huge. And you got to have that operational stability there. >> Absolutely, and, you know, to your point, being able to do the processing at the Edge and move results around versus moving massive amounts of data around is really key to the future going forward. And, you know, we've taken an approach with Dell where we're working with customers, we're having detailed conversations, really using a "Tiger Team Approach" around the use cases; manufacturing and retail being two of the real key focuses, healthcare another one where we're understanding customer requirements, it's both today and where they want to go. And, you know, so it's about distributed computing, certainly at the Edge. Dell is coming out with some great new platforms that we're integrating our software with. At the same time, we have technology in STWIN and SASE that become part of that solution as well, with VeloCloud. And we're developing a global network of points of presence that really will help support distributed application environments and Edge-native Application environments working with Dell going forward. >> That's great stuff. The next ending question is what's next. I want to just tee that up by bringing up what you kind of made me think of there, Dave, and this is key supply chain on both hardware and software talking about security. So when you say those things you're talking about in terms of functionality, the question is security, right? Both hardware and software supply chain with open source, with automation. I mean, this is a big discussion. What do you guys react to that about what's next.. >> Yeah, I can tell you from a central engineering perspective, you know, we're looking at security compliance and privacy every day, we're working closely with Dell. In fact, we're in the middle of meetings today in this area. And, you know, I look at a few key areas of investment that we're making collectively together. One is in the area of end to end encryption of data. For virtualized environments or containerized environments, being able to have end-to-end encryption and manage a very efficient way, the keys and maintain the data compression and deduplication capabilities for customers, you know, efficiency and cost purposes while being very secure. The second area we're working closely on is in Zero Trust. You know, being able to develop Zero Trust infrastructure across Edge, to Core, to Colo, to Cloud and making sure that, you know, we have reference designs available to customers with procedures, policies, best practices, to be able to drive Zero Trust environments. >> John what you're (indistinct) is huge and you guys have, literally could be the keys to the kingdom pun intended. You guys are doing a lot of great security at the Edge too, whether the traffic stays with the Edge or goes across the network. >> That's all right, I'm as curious, like you said, it's been a joint focus and initiative across much of our portfolio for quite a while now. And I think, you know, you asked what's next and I think, you know, sky's the limit right now. I mean, we've got the shared vision, right? I think at the end of the day, you know, we've shared a number of joint initiatives that are ongoing right now with Project Monterrey. Obviously our integration with Tansu and a number of solutions we have there, work around APEX, et cetera. I think we have complimentary capabilities. You mentioned, you know, areas like supply chain, areas like security, you know, and I think these are all things that we both do well together. And the thing I will say that I think is probably the most key to us sustaining this great execution together is our collaborative cultures. I think, you know, there's something to be said for what we built, you know, all these last several years, you know, around these collaborative cultures, working together on joint roadmaps and focusing on really end of the day solving our customer's biggest challenges, whatever those may be, you know? And so at the end of the day behind us, we have the greatest supply chains, you know, services, support, and innovation engines. But I think, you know, I think that the passion, our groups working together I think is going to be key to us going forward. >> Well, great stuff moving forward together with Dell Technologies and VMware. David, thanks for coming on. John, great to see you. Thanks for sharing insight. Great CUBE conversation talking encryption, we've spoken about Edge and supply chain as well. Great stuff, great conversation. Thanks for coming on. >> Thank you >> Thank you so much, John. >> Okay, this is theCUBE conversation. I'm John Furrier, with theCUBE. You're watching CUBE coverage. Thank you so much for watching. (bright music)

(upbeat music) >> Narrator: From around the globe. It's The CUBE, with digital coverage of AWS public sector online, (upbeat music) brought to you by, Amazon Web Services. >> Everyone welcome back to The CUBE virtual coverage, of AWS public sector summit online. I'm John Furrier, your host of The CUBE. Normally we're in person, out on Asia-Pacific, and all the different events related to public sector. But this year we have to do it remote, and we're going to do the remote virtual CUBE, with Data Virtual Public Sector Online Summit. And we have two great guests here, about Digital Earth Africa project, Clive Charlton. Head of Solutions Architecture, Sub-Saharan Africa with AWS, Clive thanks for coming on, and Aditya Agrawal founder of D4DInsights, and also the advisor for the Digital Earth Africa project with AWS. So gentlemen, thank you for coming on. Appreciate you coming on remotely. >> Thanks for having us. >> Thank you for having us, John. >> So Clive take us through real quickly. Just take a minute to describe what is the Digital Earth Africa Project. What are the problems, that you're aiming to solve? >> Well, we're really aiming to provide, actionable data to governments, and organization around Africa, by providing satellite imagery, in an easy to use format, and doing that on the cloud, that serves countries throughout Africa. >> And just from a cloud perspective, give us a quick taste of what's going on, just with the tech, it's on Amazon. You got a little satellite action. Is there ground station involved? Give us a little bit more color around, you know, what's the scope of the project. >> Yeah, so, historically speaking you'd have to process satellite imagery down link it, and then do some heavy heavy lifting, around the processing of the data. Digital Earth Africa was built, from the experiences from Digital Earth Australia, originally developed by a Geo-sciences Australia and they use container services for Kubernetes's called Elastic Kubernetes Service to spin up virtual machines, which we are required to process the raw satellite imagery, into a format called a Cloud Optimized GeoTIFF. This format is used to store very large volumes of data in a format that's really easy to query. So, organizations can just use NHTTP get range request. Just a query part of the file, that they're interested in, which means, the results are served much, much quicker, from much, much better overall experience, under the hood, the store where the data is stored in the Amazon Simple Storage Service, which is S3, and the Metadata Index in a Relational Database Service, that runs the Open Data CUBE Library, which is allows Digital Earth Africa, to store this data in both space and time. >> It's interesting. I just did a, some interviews last week, on a symposium on space and cybersecurity, and we were talking about , the impact of satellites and GPS and just the overall infrastructure shift. And it's just another part of the edge of the network. Aditya, I want to get your thoughts on this, and your reaction to the Digital Earth, cause you're an advisor. Let's zoom out. What's the impact of people's lives? Give us a quick overview, of how you see it playing out because, explaining to someone, who doesn't know anything about the project, like, okay what is it about, and how does it actually impact people? >> Sure. So, you know, as, as Clive mentioned, I mean there's, there's definitely a, a digital infrastructure behind Digital Earth Africa, in a way that it's going to be able to serve free and open satellite data. And often the, the issue around satellite data, especially within the context of Africa, and other parts of the world is that there's a level of capacity that's required, in order to be able to use that data. But there's also all kinds of access issues, because, traditionally satellite data is heavy. There's the old model of being able to download the data and then being able to do something with it. And then often about 80% of the time, that you spend on satellite data is spent, just pre processing the data, before you can actually, do any of the fun analysis around it, that really sort of impacts the kinds of decisions and actions that you're looking for. And so that's why Digital Earth Africa. And that's why this partnership, with Amazon is a fantastic partnership, because it really allows us, to be able, to scale the approach across the entire continent, make it easy for that data to be accessed and make it easier for people to be able to use that data. The way that Digital Earth Africa is being operationalized, is that we're not just looking at it, from the perspective of, let's put another infrastructure into Africa. We want this program, and it is a program, that we want institutionalized within Africa itself. One that leverages expertise across the continent, and one that brings in organizations across the continent to really sort of take the leadership and ownership of this program as it moves forward. The idea of it is that, once you're able to have this information, being able to address issues like food security, climate change, coastal resilience, land degradation where illegal mining is, where is the water? We want to be able to do that, in a way that it's really looking at what are the national development priorities within the countries themselves, and how does it also then support regional and global frameworks like Africa's Agenda 2063 and the sustainable development goals. >> No doubt in my mind, obviously, is that huge benefits to these kinds of technologies. I want to also just ask you, as a follow up is a huge space race going on, right now, explosion of availability of satellite data. And again, more satellites going up, There's more congestion, more contention. Again, we had a big event on that cybersecurity, and the congestion issue, but, you know, satellite data was power everyone here in the United States, you want an Uber, you want Google Maps you've got your everywhere with GPS, without it, we'd be kind of like (laughing), wondering what's going on. How do we even vote these days? So certainly an impact, but there's a huge surge of availability, of the use of satellite data. How do you explain this? And what are some of the challenges, from the data side that's coming, from the Digital Earth Africa project that you guys hope to resolve? >> Sure. I mean, that's a great question. I mean, I think at one level, when you're looking at the space race right now, satellites are becoming cheaper. They're becoming more efficient. There's increased technology now, on the types of sensors that you can deploy. There's companies like Planet, that are really revolutionizing how even small countries are able to deploy their own satellites, and the constellation that they're putting forward, in terms of the frequency by which, you're able to get data, for any given part of the earth on a daily basis, coupled with that. And you know, this is really sort of in climbs per view, but the cloud computing capabilities, and overall computing power that you have today, then what you had 10 years, 15 years ago is so vastly different. What used to take weeks to do before, for any kind of analysis on satellite data, which is heavy data now takes, you know, minutes or hours to do. So when you put all that together, again, you know, I think it really speaks, to the power of this partnership with Amazon and really, what that means, for how this data is going to be delivered to Africa, because it really allows for the scalability, for anything that happens through Digital Earth Africa. And so, for example, one of the approaches, that we're taking us, we identify what the priorities, and needs are at the country level. Let's say that it's a land degradation, there's often common issues across countries. And so when we can take one particular issue, tested with additional countries, and then we can scale it across the whole continent because the infrastructure is there for the whole continent. >> Yeah. That's a great point. So many storylines here. We'll get to climb in a second on sustainability. And I want to talk about the Open Data Platform. Obviously, open data, having data is one thing, but now train data, and having more trusted data becomes a huge issue. Again, I want to dig into that for a second, but, Clive, I want to ask you, first, what region are we in? I mean, is this, you guys actually have a great, first of all, we've been covering the region expansion from Bahrain all the way, as moves around the world, probably soon in space. There'll be a region Amazon space station region probably, someday in the future but, what region are you running the project out of? Can you, and why is it important? Can you share the update on the regional piece? >> Well, we're very pleased, that Digital Earth Africa, is using the new Africa region in Cape Town, in South Africa, which was launched in April of this year. It's one of 24 regions around the world and we have another three new regions announced, what this means for users of Digital Earth Africa is, they're able to use region closest to them, which gives them the best user experience. It's the, it's the quickest connection for them. But more importantly, we also wanted to use, an African solution, for African people and using the Africa region in Cape Town, really aligned with that thinking. >> So, localization on the data, latency, all that stuff is kind of within the region, within country here. Right? >> That's right, Yeah >> And why is that important? Is there any other benefits? Why should someone care? Obviously, this failover option, I mean, in any other countries to go to, but why is having something, in that region important for this project? >> Well, it comes down to latency for the, for the users. So, being as close to the data, as possible is, is really important, for the user experience. Especially when you're looking at large data sets, and big queries. You don't want to be, you don't want to be waiting a long lag time, for that query to go backwards and forwards, between the user and the region. So, having the data, in the Africa region in Cape Town is important. >> So it's about the region, I love when these new regions rollout from Amazon, Cause obviously it's this huge buildup CapEx, in this huge data center servers and everything. Sustainability is a huge part of the story. How does the sustainability piece fit into the, the data initiative supported in Africa? Can you share some updates on that? >> Well, this, this project is also closely aligned with the, Amazon Sustainability Data Initiative, which looks to accelerate sustainability research. and innovation, really by minimizing the cost, and the time required to acquire, and analyze large sustainability datasets. So the initiative supports innovators, and researchers with the data and tools, and, and technical experience, that they need to move sustainability, to the next level. These are public datasets and publicly available to anyone. In addition, to that, the initiative provides cloud grants to those who are interested in exploring, exploring the use of AWS technology and scalable infrastructure, to serve sustainability challenges, of this nature. >> Aditya, I want to hear your thoughts, on this comment that Clive made around latency, and certainly having a region there has great benefits. You don't need to hop on that. Everyone knows I'm a big fan of the regional model, but it brings up the issue, of what's going on in the country, from an infrastructure standpoint, a lot of mobility, a lot of edge computing. I can almost imagine that. So, so how do you see that evolving, from a business standpoint, from a project standpoint data standpoint, can you comment and react to that edge, edge angle? >> Yeah, I mean, I think, I think that, the value of an open data infrastructure, is that, you want to use that infrastructure, to create a whole data ecosystem type of an approach. And so, from the perspective of being able. to make this data readily accessible, making it efficiently accessible, and really being able to bring industry, into that ecosystem, because of what we really want as we, as the program matures, is for this program, to then also instigate the development of new businesses, entrepreneurship, really get the young people across Africa, which has the largest proportion of young people, anywhere in the world, to be engaged around what you can do, with satellite data, and the types of businesses that can be developed around it. And, so, by having all of our data reside in Cape Town on the continent there's obviously technical benefits, to that in terms of, being able to apply the data, and create new businesses. There's also a, a perception in the fact that, the data that Digital Earth Africa is serving, is in Africa and residing in Africa which does have, which does go a long way. >> Yeah. And that's a huge value. And I can just imagine the creativity cloud, if you can comment on this open data platform idea, because some of the commentary that we've been having on The CUBE here, and all around the world is data's great. We all know we're living with a lot of data, you starting to see that, the commoditization and horizontal scalability of data, is one thing, but to put it into software defined environments, whether, it's an entrepreneur coding up an app, or doing something to share some transparency, around some initiatives going on within the region or on the continent, it's about trusted data. It's about sharing algorithms. AI is also a consumer of data, machines consume data. So, it's not just the technology data, is part of this new normal. What's this Open Data Platform, And how does that translate into value in your opinion? >> I, yeah. And you know, when, when data is shared on, on AWS anyone can analyze it and build services on top of it, using a broad range of compute and data to data analytics products, you know, things like Amazon EC2, or Lambda, which is all serverless compute, to things like Amazon Elastic MapReduce, for complex extract and transformation processes, but sharing data in the cloud, lets users, spend more time on the data analysis, rather than, than the data acquisition. And researchers can analyze data shared on AWS, without needing to pay to store their own copy, which is what the Open Data Platform provides. You only have to pay for the compute that you use and you don't need to purchase storage, to start a new project. So the registry of the open data on AWS, makes it easy to find those datasets, but, by making them publicly available through AWS services. And when you share, share your data on AWS, you make it available, to a large and growing community of developers, and startups, and enterprises, all around the world. And you know, and we've been talking particularly around, around Africa. >> Yeah. So it's an open source model, basically, it's free. You don't, it doesn't cost you anything probably, just started maybe down the road, if it gets heavy, maybe to charging but the most part easy for scientists to use and then you're leveraging it into the open, contributing back. Is that right? >> Yep. That's right. To me getting, getting researchers, and startups, and organizations growing quickly, without having to worry about the data acquisition, they can just get going and start building. >> I want to get back to Aditya, on this skill gap issue, because you brought up something that, I thought was really cool. People are going to start building apps. I'm going to start to see more innovation. What are the needs out there? Because we're seeing a huge onboarding of new talent, young talent, people rescaling from existing jobs, certainly COVID accelerated, people looking for more different kinds of work. I'm sure there's a lot of (laughing) demand to, to do some innovative things. The question I always get, and want to get your reaction is, what are the skills needed to, to get involved, to one contribute, but also benefit from it, whether it's the data satellite, data or just how to get involved skill-wise >> Sure. >> Yes. >> Yeah. So most recently we've created a six week training course. That's really kind of taken users from understanding, the basics of Earth Observation Data, to how to work, with Python, to how to create their own Jupyter notebooks, and their own Use cases. And so there's a, there's a wide sort of range of skill sets, that are required depending on who you are because, effectively, what we want to be able to do is get everyone from, kind of the technical user, that might have some remote sensing background to the developer, to the policy maker, and decision maker, to understand the value of this infrastructure, whether you're the one who's actually analyzing the data. If you're the one who's developing new applications, or you're taking that information from a managerial or policy level discussion to actually deliver the action and sort of impact that you're looking for. And so, you know, in, in that regard, we're working with ITC in the Netherlands and again, with institutions across Africa, that already have a mandate, and expertise in this particular area, to create a holistic capacity development program, that will address all of those different factors. >> So I guess the follow up question I want to have is, how do you ensure the priorities of Africa are addressed, as part of this program? >> Yeah, so, we are, we've created a governance model, that really is both top down, and bottom up. At the bottom up level, We have a technical advisory committee, that has over 15 institutions, many of which are based across Africa, that really have a good understanding of the needs, the priorities, and the mandate for how to work with countries. And at the top down level, we're developing a governing board, that will be inclusive, of the key continental level institutions, that really provide the political buy-in, the sustainability of the program, and really provide overall guidance. And within that, we're also creating an operational models, such that these institutions, that do have the capacity to support the program, they're actually the ones, who are also going to be supporting, the implementation of the program itself. >> And there's been some United Nations, sustained development projects all kinds of government involvement, around making sure certain things would happen, within the country. Can you just share, some of the highlights, or some of the key initiatives, that are going on, that you're supporting, to make it a better, better world? >> Yeah. So this is, this program is very closely aligned to a sustainable development agenda. And so looking after, looking developing methods, that really address, the sustainable development goals as one facet, in Africa, there's another program looking overall, overall national development priorities and sustainability called the Agenda 2063. And really like, I think what it really comes down to this, this wouldn't be happening, without the country level involvement themselves. So, this started with five countries, originally, Senegal, Ghana, Kenya, Tanzania, and the government of Kenya itself, has really been, a kind of a founding partner for, how Digital Earth Africa and it's predecessor of Africa Regional Data Cube, came to be. And so without high level support, and political buying within those governments, I mean, it's really because of that. That's why we're, we're where we are. >> I need you to thank you for coming on and sharing that insight. Clive will give you the final word, for the folks watching Digital Earth Africa, processes, petabytes of data. I mean the satellite data as well, huge, you mentioned it's a new region. You're running Kubernetes, Elastic Kubernetes Service, making containers easy to use, pay as you go. So you get cutting edge, take the one minute to, to share why this region's cutting edge. Does it have the scale of other regions? What should they know about AWS, in Cape Town, for Africa's new region? Take a minute to, to put plugin. >> Yeah, thank you for that, John. So all regions are built in the, in the same way, all around the world. So they're built for redundancy and reliability. They typically have a minimum of three, what we call Availability Zones. And each one is a contains a, a cluster of, of data centers, and all interconnected with fast fiber. So, you know, you can survive, you know, a failure with with no impact to your services. And the Cape Town region is built in exactly the same the same way, we have most of the services available in the, in the Cape Town region, like most other regions. So, as a user of AWS, you, you can have the confidence that, You can deploy your services and workloads, into AWS and run it in the same in the same way, with the same kind of speed, and the same kind of support, and infrastructure that's backing any region, anywhere else in the world. >> Well great. Thanks for that plug, Aditya, thank you for your insight. And again, innovation follows cloud computing, whether you're building on top of it as a startup a government or enterprise, or the big society better, in this case, the Digital Earth Africa project. Great. A great story. Thank you for sharing. I appreciate it. >> Thank you for having us. >> Thank you for having us, John >> I'm John Furrier with, The CUBE, virtual remote, not in person this year. I hope to see you next time in person. Thanks for watching. (upbeat music) (upbeat music decreases)