DeLisa Alexander, Netha Hussain, Megan Byrd-Sanicki | Red Hat Summit 2020
from around the globe it's the cube with digital coverage of Red Hat summit 2020 brought to you by Red Hat hi I'm Stu min a man and this is the cubes coverage of Red Hat summit 2020 of course this year the event is happening all online and that gives us an opportunity to meet with red hat executives customers partners and practitioners where they are around the globe in this segment one of our favorites ever years we're talking to the women in open source and joining me for this segment first of all we have Elissa and Alexander who is the executive vice president and chief people officer of Red Hat this award fit thunder her domain dallisa it is great to see you again thanks so much for joining us thank you so much for having us all right and we have two of the Award winners so first if you see right next bit Elissa we have an epic Sain who's a doctor and PhD candidate in clinical neuroscience at the University of Gothenburg coming to us from Sweden method great to see you thank you very much all right we also have Megan Burge Sinicki who is a manager of research and operations at the open source program office at Google Megan thank you so much for joining us off though thanks for having me all right so dallisa let me hand it off to you is give our audience a little bit if they're not familiar with whipping an open source what the initiative is the community and you know what might have changed from previous years when we've talked about this sure so we realized that the tech industry is a great industry for diverse populations but a lot of diverse populations don't realize that and so as the open source leader we wanted to shine a light on the contributions that some of our underrepresented populations are making an open source that trying to inspire more people to join communities to participate to contribute we know that more diverse populations help us to innovate more rapidly they help us to solve more problems and so it's really important especially today with what's happening in the world lots of important problems to solve that we really invite more of our other upper sort of populations to join in the communities awesome so absolutely there there are lots of people that volunteer there are lots of people that do it as their day job Megan why don't we fuck you have a roll open source first Google as a strong legacy and open source in general so tell us a little bit about you know what you were working on and what you're being recognized for here yeah well a lot of the recognition comes from my work with the Drupal Association I had been with Drupal for 8 years hoping to build that foundation in supporting that community and lots of different ways from fundraising to community events running sprints and helping with their developer tools and so that was a lot what the award was based on and now I'm at Google and I've been here for about a year and a half and I run their research and operations and so Google is an expression of open source and we have thousands of people using thousands of projects and we want to make sure they do it well they feel supported that we are good citizens in the projects that we participate in and so my group provides the operational support to make sure that happens you know you know what one of the things that's always fascinating when I go to Red Hat there's so many projects there's so many participants from various walks of life last year at the show there was a lot of discussion of you know it was a survey really and said that you know the majority of people that tribute now it's actually part of their job as opposed to when I think back you know you go back a couple of decades ago and it was like oh well in my spare time or down in my basement I'm contributing here so maybe talk a little bit about the communities and you know what what Megan is embodying CSUN she worked on project now she's working for obviously a good partner of Red Hat's that does a lot of open source yeah I love the way she described what her role is at Google and that it's fascinating and Google has been really a huge contributor in the community for in communities for years and years so I think that what we're seeing with the communities and people saying yeah now it's part of my day job is that you know 20 years ago the idea that open-source development would be kind of on par with proprietary development and on par in terms of being used in the enterprise and the data center was something that I think many people questioned proprietary software was the way that most people felt comfortable making sure that their intellectual property is protected and that users could feel comfortable using it within the parameters required so that was the way it was 20 years ago and then now you think about you know most companies there is some form of open source that is part of their infrastructure so now open source is no longer you know that disrupter but it's really a viable alternative and organizations really want to use both they want to have some propriety or they want to have some open sources so that means like every company is going to need to have some need to understand how to participate in communities how to influence communities and Red Hat's a great partner in helping enterprise customers to be able to understand what those red Nets might look like and then helping to kind of harden it make sure things that they need to have application city to have certified or certified and make it really usable in a way they're comfortable with in the enterprise that's kind of special Red Hat place but it's just a tribute to where we come in a world in terms of open source being really accepted and thriving and it helps us to innovate much more rapidly yeah and there's there's no better way to look at not only where we are but where we're going then talk about what's happening in the academic world so that gives it brings us Aneta so you are the academic award winner you're a PhD candidate so tell us a little bit about your participation and open source what it means to be part of this community my PhD project involves using virtual reality to measure the arm movements of people with stroke so we have participants coming in into our lab so they we're these 3d glasses and then they start seeing virtual objects in the 3d space and they use their hands to touch at these targets and make them disappear and we have all these movements data specially interpreters and then we write code and analyze the data and find out how much they have recovered within one year after stroke this is my PhD project but my involvement with open source happens they before like in starting from 2010 I have been editing Wikipedia and I have been writing several articles related to medicine and healthcare so that is where I started with open open knowledge and then I moved on words and after my medical studies I moved to research and worked on this awesome project and so there are multiple ways by which I have engaged with open source that's far that's awesome my understanding is also some of the roots that you had and some of the medical things that you're doing have an impact on what's happening today so obviously we're all dealing with the global pandemic in Koba 19 so I'd like to hear you know what your involvement there you know your data obviously is politically important that we have the right data getting to the right people as fast as possible definitely yes right now I'm working on writing creating content for Wikipedia writing on articles related to Kobe 19 so I mostly work on writing about its socio-economic impact writing about Kobe 19 testing and also about the disease in general mental health issues surrounding that social stigma associated began with it and so forth so I use all these high-quality references from the World Health Organization the United Nations and also from several journals and synthesize them and write articles on Wikipedia so we have a very cool project called wiki project code 19 on Wikipedia where people who are interested in writing articles creating data uploading images related to poet 19 come together and create some good content out of it so I am a very active participant there alright and making my understanding is you you also have some initiatives related to kovat 19 maybe you can tell us a little bit about those yeah well one I'm loosely affiliated with this kovat act now and that is a combination of developers data scientists epidemiologists and US state government officials and it's looking at how was the curve look like and how does that curve get flattened if governor's made decisions faster or differently than what they're making today and how does it impact the availability of ICU beds and ventilators and so that is a tool that's being used today by many decision-makers here in the US and my contribution to that was they needed some resources I reached into Google and found some smart generous volunteers that are contributing to the dataset and actually I just connected with Neda do this award program and now she's connected and is gonna start working on this as well yes oh that's fantastic yeah I mean dallisa you know we've known for a long time you want to move fast if you want to connect you know lots of diverse groups you know open sources is an important driver there what what else are you seeing in your group you know with your hat is the the people officer you know obviously this is a big impact not only on all of your customers partners but on fun Red Hatters themselves well it is a huge impact we're so fortunate that we have some experience working remotely we have about 25 percent of our population that historically works remotely so we have that as a foundation but certainly the quick move the rapid move to really thinking about our people first and having them work from home across the globe that is unprecedented and at this point we have some individuals who have been working from home for many many many week and others that are really in entering their fourth week so we're starting to have this huge appreciation for what it's like to work remotely and what we can learn about more effective inclusion so I think you know back to the idea of women and open source and diversity inclusion one of the things you may always prided ourself in is we focus on inclusion and we think about things like okay if the person is not in the room with their remote let's make sure for including them let's make sure they get to speak first etcetera well now we're learning what it's really like to be remote and for everyone to be remote and so we're creating this muscle as an organization I think most organizations are doing this right getting a muscle you didn't have before we really really having to think about inclusion in a different way and you're building a capability as an organization that you didn't have to appreciate those that are not in the room and to make sure they are included because no one's in the room you know we're really important pieces and dallisa you know one of the things that that's always great about Red Hat summit is you you bring together all these people as we just heard you know that your two Award winners here you know got connected through the awards so maybe give us a little bit of a peek as to what sort of things the community can still look forward to how they can continue to connect even though we're all going to be remote for this event yeah this event is is it going to be great event and I hope everyone joins us along our journey we are fortunate that Red Hat you know as the open source leader really wants to take a leadership position in thinking about how we can shine a light on opportunities for us to highlight the value of diversity and inclusion and so we've got a number of events not throughout the summit that we'd love people to join in and we're going to be celebrating our women and open-source again at our women's leadership community lunch is now not a lunch it is now a discussion unless you're having your lunch that you can check your desk but we're having a great conversation at that event I mean by people to join in and have a deeper conversation and also another look at our women in open source Award winners but these Award winners are just so amazing every year that applications that are submitted are just more and more inspiring and all the finalists were people that are so impressive so I love the fact that our community continues to grow and that they're more and more impressive people that are joining the community and that they're making those connections so that together we can you know really shine a light on the value that women bring to the communities and continue to inspire other underrepresented groups to join in and participate then a you know research obviously is an area where open-source is pretty well used but just give us a little bit of viewpoint from your standpoint yourself and your peers you know I would think from the outside that you know open sourced is just kind of part of the fabric of the tools that you're using is it something that people think specifically about a course or does it just come naturally that people are you know leveraging using and even contributing what what's available the tool I'm using is called cuteness it's an open source tool written in Python and so that gives me the possibility to have a look in deeper into the code and see what's actually inside for example I would like to know how what is the size of the target that is shown in the virtual space and I can fit know that correctly to the millimeters because it's available to me in open source so I think these are the advantages which researchers see when they have tools open-source tools and at the same time there's also a movement in Sweden and in most of Europe where they want the researchers are asking for publishing their articles in open access journals so they want most of their research be published as transparent as possible and there is also this movement where people want researchers want to have their data put in some open data city so that everybody can have a look at it and do analysis on the data and build up on that data if other people want to so there's a lot going from the open access side and knowledge side and also the open source side in the research community and I'm looking forward to what probably 19 will do to this movement in future and I am sure people will start using more more and more open-source tools because after the Manderly yeah making I'm curious from your standpoint when I think about a lot of these communities you know meetups are just kind of some of the regular fabric of how I get things done as well as you know just lots of events tie into things so when you're talking to your colleagues when you're talking to your peers out there how much is kind of the state of reality today having an impact in any any learnings that you can share with gaudà yeah that is definitely a challenge that we're going to figure out together and I am part of a group called Foss responders we are reaching out to projects and listening to their needs and amplifying their needs and helping to get them connected with resources and one of the top three areas of need include how do I run an online community event how do I replace these meetups and what is wonderful is that groups have been moving in this direction already and so who would release a guide of how they run online events and they provide some tooling as well but so has WordPress put out a guide and other projects that have gone down this path and so in the spirit of open source everyone is sharing their knowledge and Foss responders is trying to aggregate that so that you can go to their site find it and take advantage of it yeah definitely something I've seen one of the silver linings is you know these communities typically have been a lot of sharing but even more so everybody's responding everybody's kind of rallying to the cause don't want to give you the final word obviously you know this is a nice segment piece that we usually expect to see at Red Hat summit so what else do you want to help share where the community is final closing thoughts well I think that you know we're not done yet we have been so fortunate to be able to highlight you know the contributions that women make to open source and that is a honor that we get to take that role but we need to continue to go down this path we are not we're not done we have not made the improvement in terms of the the representative in our communities that will actually foster all of the improvements and all the solutions that need to happen in the world though we're going to keep down this pathway and really encourage everyone to think through how you can have a more inclusive team how you can make someone feel included if you're participating in a community or in an organization so that we really continue to bring in more diversity and have more innovation well excellent thank you so much Alisa for sharing it thank you too - both of you Award winners and really look forward to reading more online definitely checking out some of the initiatives that you've shared valuable pieces that hopefully everybody can leverage all right lots more coverage from Red Hat summit 2020 I'm Stu minimun and as always thank you for watching the cube [Music]
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Joe Malenfant, Cisco | Cisco Live US 2019
>> Announcer: Live from San Diego, California, it's theCUBE, covering Cisco Live US 2019. Brought to you by Cisco and its ecosystem partners. >> Welcome back to San Diego, everybody. This is Dave Vellante and Stu Miniman. You're watching theCUBE, the leader in live tech coverage. Lisa Martin is also here. Stu, I actually did see Ron Burgundy in the street last night. He was out, he was shaking hands with all the CCIEs. This is day three of Cisco Live 2019, theCUBE's coverage. Joe Malenfant is here, the director of IOT marketing at Cisco. Joe, great to see you in from Colorado Springs. >> Thank you very much. >> First time at theCUBE, welcome. >> It is my first time in theCUBE, thankfully it's not actually just a box, because I have a little claustrophobia going on. >> (laughs) So, IOT, it's got all the momentum. Alisa Tony was up on stage this week, addressing 28,000 press people. What's driving all this momentum, other than the great marketing, what's really happening in the field? >> IOT has been a very nebulous thing for the last few years, and we're finally started to see some solidification and some convergence around what it means. And really for Cisco, we started on this path a few years ago, but Liz took over last year. We've established a new strategy, because customers, organizations and especially organizations that run operational technology, think of refineries in the oil and gas industry, in the electric utilities industry. They run a whole separate network called industrial control systems, and that OT side of the house has traditionally been very siloed. Well, as the economy moves forward, as we digitize, they're trying to connect back with their enterprise side of the house. Well, if you're going to connect your network with the IT side, why not use the incumbent leader in enterprise networking? We know who they are. We're all sitting here right now with Cisco. So they look back to the IT side to say, hey, please help us connect. That's really what's driving the market today. >> So how should we think about the difference between OT networks and IT networks? Are there any things we can learn from Tellco which also had some unique inner attributes to it? But share with us what you guys have learned there. >> So the OT network is very different, right? It's very time sensitive; latency is just something that they can't have. When you think of email going down, what's the worst that happens? You might get a nasty gram eventually. Well, when the power grid falls over, lives are at stake. So, those networks are very critical, they're very sensitive and they've always been kept separate. As they start to make that interconnection, we need to bring together networking technologies that are for that environment. As they make that connection though, there is a very number one concern for them is wait a second, if we're going to connect this stuff, we need to make sure it's secure. If you're a chemical processor for example, and you've got a secret recipe, you don't publish that. You don't patent it, because you don't want the word to get out or else somebody's going to rip you off. So, they don't want to have this side of the house get connected with that side of the house and expose the secret sauce. So security becomes very top of mind for them. Connected but do it securely. >> All right, so, Joe, I've actually been happy with how I've seen the solutions (mumbles) from Cisco, because when I first heard IOT, it was like, well we're the leader in networking. We're going to network everything, and I'm like, okay. But at the device edge, one of the challenges is, often I have limited or no connectivity. So sometimes, I'm going to need to do the processing there. There's lots of different protocol issues that I have there. So talk about some of those new solutions that Cisco's been doing at the edge that are more than just sending bits back and forth. >> That's a great question, Stu. So, of course, everything has to do with networking, right? But networking is merely the vehicle for connectivity, and so we realized very quickly if we're going to create new routers and switches for this environment, there's an opportunity to do a little bit more. So back in February, we did something at DevNet Create called the Hackathon. We have a new router. It's a ruggedized router called the IR1101. I think Liz showed it on stage the other day, and this has a specific module inside of it. So there's a module that can be swapped out. Well, at the DevNet Create Hackathon, one of the teams actually created a machine learning module. Why machine learning at the edge, right? If you have 700 sub stations, you don't want to deploy machine learning on each and every one of them. You want to get all that data back into a central place so you have more data to actually train your algorithms on. Why would you put ML at the edge? Because not everything needs to come back. There's stuff that you can do at the edge, number one, with that machine learning on traffic that doesn't have to go back. When you don't back all traffic, that means you don't have to pay costs over to your LTE carrier for more data. Other times, as well, though, you're looking at compliance as another reason. So, that's one use case, right? Let's look at the other one, which really comes down to, okay, if I'm connecting things, and you can actually do some computing at the edge, how are we going to do it? On all of our new switches and routers that have edge compute capability, they're using native docker containers, so now you can actually deploy your applications at the edge. Again, do the work at the edge as close to where it has to be as possible. Don't bring it back, you don't have to worry about any sort of violation of compliance with local laws, sovereignty clouds. You don't have to worry about costs of back hauling traffic. And then, if anything's time sensitive, it stays as close to the edge as possible. >> So one of the keys here to your strategy is clear, is to allow developers to build new applications at the edge. You're not OT experts; that's not your roots. And those developers, your ultimate clients, are. They're the domain experts, they know what's going on, they know these specialized areas, so talk about the importance of having programmable infrastructure at the edge, and specifically what your strategy is. Where does Cisco leave off? And you're not a pass vendor. You're going to bring that in through partnerships, but help us understand that strategy a little bit better. >> Our ecosystem is incredibly important to us. So we've got, DevNet is incredibly important to Cisco, because as you heard probably yesterday, Susie announced new certifications for IOT. Those certifications allow engineers, whether it's a control systems engineer, whether it's a network engineer, to actually get certified, be it specialist, be it professional, in writing their applications for the edge, for those specific environments. But more importantly, because, let's go back to the environment that we're working in, time sensitive, very critical, low latency networks. You don't want to go and push out something where you're not 100% certain, so IOT certifications that DevNet has created give those engineers a repository, a sandbox and all of the Cisco solutions to actually test with before they do the deployment and ensure, almost guarantee themselves success by pushing the production. >> And one of the key things theirs do is the ability to test things quickly and fail fast. >> Yeah, well one of the things that I was a little bit concerned about when I saw this wave of IOT is every customer's going to have different requirements, so it feels like we at least get some level of maturity and commonality if we can have certification. >> Joe: Exactly. >> What does somebody come out of? What skill set do they have in rank? Because you said from a manufacturing or healthcare, everybody's going to use IOT, but how we use it and where we use it is going to be very different. What's the base layer that we're learning about? >> So, ultimately, the engineer who's actually coding these things, kind of what you said. They're all going to be very vertical specific use cases. There's not a lot of horizontal stuff going on, so we're creating a baseline for the engineer to understand their environments better. They honestly know it better than we do, but we want to make sure that as they go to deploy these things that we give them the infrastructure to do it on, the application and framework within which to do it, and the tools to be able to do it. And so that's the docker, the modules, being able to do edge compute and then lastly having that certification within IOT to how do I code this thing? Can I guarantee that I'm going to be successful and push it out? >> Joe, what's the organizational dynamic like? You always hear the store's OT is not talking to IT. They're different animals. You've got some hardcore engineers that have hardened their infrastructure, and you got IT guys that are trying to build applications and support applications for the business. Those two constituencies don't talk. What can Cisco do? What's the strategy with regard to bringing those constituents together? Do you have to or is it sort of divide and conquer? >> I think the number one thing that we want to do is enable the collaboration between the IT and OT. It's not that people don't want to. They're just trying to figure out how to do it better. So if we can help them number one, connect their networks together, safely and securely, that's number one. Reliable and secure networking, what we're known for. But number two, from the OT side, back to what I said originally was around the security side. So, I don't know if you guys heard, we announced last week our intent to acquire a company called Sentryo. Now, why is this important? Because they do passive network detection, whether it's anomaly detection, but they do asset discovery as well. Now a big thing when you're connecting those OT networks into the IT world is what assets do I even have? Those assets are vastly different from anything IT actually knows so this acquisition will allow us to passively discover and tell them, here's your list of assets that you're going to be connecting. Here's what we need to secure, so they know in scope as they walk into this project, they've got a really good blueprint for what needs to be done and not surprises. And the reason that's important is about only 40% of all IOT projects make it from pilot to production. I mean that's kind of staggeringly low. I actually had an analyst tell me yesterday, I'm shocked you guys said 40%, because I only hear about 30%. >> Yeah, yeah, right. >> And when you're doing it in a lab, you know all the variables, but when you go out to a brown field environment, where you've got 20 year old systems that honestly was probably a system hidden underneath some guy's desk that nobody's actually known about. If it ain't broke, don't fix it. We're actually able to discover all those assets now. That's why we did the acquisitions, so it's really from an asset visibility and a security standpoint. >> And you're saying, Joe, that that discovery is specific to edge assets versus like a stealth watch. We heard a lot about stealth watch this week, which is they do discovery, but you say that's predominantly IT assets, servers, storage, networking, you know, switches, et cetera, routers. >> I mean, listen, so stealth watch is awesome, and I think eventually there's going to be a little bit of a merger between some of these things. But, the operational technology environment is very different. They're not native IP. They don't talk the same protocols. There's thousands of different protocols that exist in an operational technology environment, DMP3, Modbus, Profinet, Profibus. Just very few right there. (laughs) Those IT has never, ever talked them. They don't even know what they mean for the most part. Tell an IT guy, hey can you detect this DMP3 traffic? The answer's no. However, when we move into that environment, our networks need to be able to understand that traffic, and that's where Sentryo comes in with that operational technology expertise to help the IT and the OT really come together. Business all comes at the end of the day. >> So, Joe, give us a little spin around the show from an IOT standpoint. We've got the IOT takeover happening here in the DevNet zone. All the classroom seem packed jammed, as they've been all week for all the takeovers, but give us a little spin around. >> It's been amazing actually so far, this year. Having been at Cisco for a few years now, I walked into this and said, wow, we are definitely in the IOT world. We've got IOT plastered outside; we've got it inside. People are very interested in IOT. They're interested not just in what we're doing, but how they can take the knowledge and what they're going to learn here and really bring it back into a practical use case at their own organizations. So, from an IOT perspective, the world of solutions downstairs is jam packed. I mean, we've got a massive presence down there. We've connected the buses that are outside. If you look at the app, we've actually connected those buses to the app for real time data to say this is when the next bus is actually coming. I mean, what a pain in the butt is it to stand outside and go, where's the shuttle bus? We can tell you where the shuttle bus is. We can tell you when it's coming and how long you're going to have to wait. And yes, don't worry, you've got time to get another coffee. >> Just follow the line you'll find the bus. (laughs) >> You'll find the bus but how long is it going to take to get you there? >> (laughs) Okay, you were mentioning about some of the reasons for apps at the edge. I want to come back and explore that a little bit. You said compliance, I think you threw in cost. There's physics involved, as well. So the cloud guys would say, hey yeah, we know there's a lot of stuff going at the edge, but ultimately the heavy work is going to be done in the cloud and all the modeling. You've got others who are saying, hey, here's the blocks, going to put it at the edge instead of a top down approach. What's your scenario in terms of data at the edge? Why does data need to stay at the edge? You mentioned real time before, but let's double click on that a little bit. >> So I think there's really three key reasons that data and applications are going to be processed at the edge. Number one, compliance, right? So there's certain data that's going to come in that cannot be shipped back to a public cloud. That's part of the rules; you cannot do it. No public cloud for certain private data. Number two is cost, honestly, and this is a really big one. If you can reduce your overall cost, instead of back hauling all that traffic to HQ, to your data center, and you just keep it at the edge, you don't have to back haul it. LTE traffic, not the cheapest, and I can only imagine with 5G how much that's going to increase the cost. They're going to want to just back haul everything, right? Well, we can do that really quickly. We can take everything and put it back. Yes, but your bill every month is going to be monumentally more expensive. And then, lastly, as you mentioned was the time sensitive one. That's really going to be one of the bigger ones from a business standpoint. The engineers are now going to be able to write applications for processing data at the edge, so that they don't lose. In this environment, three seconds is the difference between life and death. I'm kind of exaggerating but kind of not. If you're missing an alert in a couple seconds where you can't shut down a gas-leak valve where there's potential for explosion, those seconds are the difference between boom, or we're all good guys, it was just an alert. >> Another classic example here is autonomous vehicles, as well. You can't run that from the cloud, right? You've got to do that locally. Last question, Joe, is Cisco differentiation. Obviously you come at it from a position of networking strength, you mentioned that in your opening comments but give us the bumper sticker on why Cisco. >> I think that the big reason why Cisco is unique in the IOT world is, number one, we're not trying to be everything to everybody. We're trying to create a safe and secure, reliable network. Number two, though, is our ecosystem. So we have a large partner ecosystem. We're expanding it into the OT world. We've got specific products for those OT partners where they can imbed our networking technology into their solutions and systems that they're putting together. (clears throat) Lastly is, honestly, what we're doing here with DevNet. Nobody in this world other than Cisco has DevNet with the network, with the ecosystem. When you put that trifecta together, it's unstoppable. And so being able to bring together IT and OT, only we can do that with those three things. >> So I think Susie said yesterday, Stu, 600,000 engineers that are trained on coding Cisco infrastructure. It's going to be interesting to see how the OT folks pick up on that, and what the adoption is there. Joe Malenfant, thanks so much for coming on theCUBE, it was great to have you. >> Thank you, gentlemen, I appreciate it. >> Really, a pleasure. Okay, Stu and I will be right back. Lisa Martin is also in the house. You're watching theCUBE. We're live from Cisco Live in San Diego. We'll be right back. (upbeat techno music)
SUMMARY :
Brought to you by Cisco and its ecosystem partners. Joe, great to see you in from Colorado Springs. It is my first time in theCUBE, (laughs) So, IOT, it's got all the momentum. So they look back to the IT side to say, But share with us what you guys have learned there. the word to get out or else somebody's going to rip you off. But at the device edge, one of the challenges is, some computing at the edge, how are we going to do it? So one of the keys here to your strategy is clear, a sandbox and all of the Cisco solutions to actually test the ability to test things quickly and fail fast. of IOT is every customer's going to have What's the base layer that we're learning about? And so that's the docker, the modules, being able to do You always hear the store's OT is not talking to IT. And the reason that's important is about only 40% of all We're actually able to discover all those assets now. specific to edge assets versus like a stealth watch. and I think eventually there's going to be We've got the IOT takeover happening We've connected the buses that are outside. Just follow the line you'll find the bus. a lot of stuff going at the edge, That's part of the rules; you cannot do it. You can't run that from the cloud, right? We're expanding it into the OT world. It's going to be interesting to see how the OT folks pick up Lisa Martin is also in the house.
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