from the silicon angle media office in Boston Massachusetts it's the queue now here's your host David on tape hello everyone and welcome to this special presentation we're gonna introduce you to a new kind of company first you might recall we've been reporting extensively on multi cloud and the need to create consistent experiences across cloud at high performance now a key to that outcome is the ability to leave data in place where it belongs not moving it around and bringing a cloud like experience to that data we've talked about kubernetes as a multi cloud enabler but it's an insufficient condition for success latency matters in fact it's critical and the ability to access data at high speeds wherever that data lives well we believe be a fundamental tenet of multi cloud now today I want to introduce you to a company called vicinity V CIN ity the simplest way to think of this company is they turn wide area networks into a global land and with me is Craig Hobart to talk about this he's the VP at vicinity Craig good to see you again thanks a lot thanks Howie middays good to be back so when I first heard about this company I said wow no it can't that breaking the law of physics so first of all tell me a little bit background about the company sure yeah absolutely so about two decades ago this company was formerly known as Bay Microsystems they were they were asked to come up with a solution specific for the United States military and there was a couple of people involved in that that tender fortunately for us Bay Microsystems prevailed and they've had their solution in place with the US military for well over a decade approach in two decades so that is the foundation that is the infrastructure of where we originated so did I get it right it kind of come through what you do can you add some color to that yeah yeah as much as I can right so based on who the the main consumer is so we do some very creative things where we we take the benefits of tcp/ip which is the retransmit the ability to ensure the data arrives there in one piece but we take away all the bad things with it things like dropping packets typically ones are lossy networks and and most people are accustomed to two fiber channel networks which of course which are lossless right and so what we've done is take the beauty of tcp/ip but remove the hindrances to it and that's how we get it to function at the same speeds as Al and overall one so but there's got to be more to it than that I mean it just sounds like magic right so you're able to leave data in place and access it at very low latency very high speeds so you know what's the secret sauce behind that is it is it you know architecture patents I mean yeah absolutely so we have over 30 unique patents that contribute to that we're not just doing those things that I just thought about before is a lot more we're actually shortly in the typical OSI stack the the moving through those layers and using our DMA so a lot of companies users today obviously infinite out uses in between the nodes Dell uses at HP is it's a very ubiquitous technology but typically it has a very short span it's designed for low latency as a 21-foot limitation there's certain things you can do to get around that now so what we did in our earlier iterations is extend that so you could go across the world but utilizing that inside a proprietary sort of l2 a tunneling protocol allows you to reinstate those calls that happened on the local side and bring them up on the other side of the world so presumably that sets up for Rocky it does yeah and rocky to you absolutely so we use that we use it converged Ethernet we can do some magical things where we can go in InfiniBand and potentially come out rocky at the other end there's a lot of really good things that we do obviously if it uh bans expensive converged Ethernet it's a lot more feasible and a lot easier to adapt when we can make sure I understand this so you think InfiniBand you're thinking you know in a data center you know proximate and shocking synchronous distances are you saying that you can extend that we can but extended not extending finna band but you're saying you can you translate it into Ethernet yeah yeah we we translate into we have some proprietary mechanisms obviously that that all the patents on but in essence that's exactly what we're doing yeah we take in the earlier years InfiniBand and extend that to wherever it needed to be over any distance and and now we do it with conversion and infinite in like speeds yeah yeah so obviously you've got that we can't get around physics oh I mean it for instance between our Maryland office and our San Jose office it's a 60 millisecond r/t team we can't get beyond that we can't achieve physics but what we can do is deliver us sometimes a 20x payload inside that same RTT so in essence you could argue that would be due to the speed of light by delivering a higher payload is what's the trade-off I mean there's got to be something here yeah so it's today it's not it's not ideal for every single situation if you were to do a transactional LTP a database at one side of the world to the other it would that would not be great for that something files yeah so so what we actually do I mean some some great examples we have is seismic data we have some companies that are doing seismic exploration and it used to take a lot of time to bring that data back to shore copied to a disk array and then you know copied to multiple disk arrays across the world so people can analyze it in that particularly use case we bring that data back we can even access it via satellite directly from the boats that are doing the the surveys and then we can have multiple people around the world looking at that sample live when we do a demonstration for our customers that shows that so that's one great example of time to market and getting ahead of your competition what's the file system underneath so we have a choice of different file system is a parallel file system we chose spectrum Connect it's a very ubiquitous file system it's well known it has there is no other file system that has the the hours of runtime that that has we off you skate the complexities from the customers we do all of the tuning so it's a custom solution and so they don't see it but we do have some of the hyper scales that want to use lustre and cluster and be GFS and things that we can accommodate those so you have a choice but the preferred is gpfs is a custom one we have you absolutely if somebody wants to use another one we have done that and can certainly have dialogues around it could talk about how this is different from competitors I think of like guys like doing Wayne acceleration sure sure yeah so what acceleration regardless of who you are today with it's predicated upon caching substantial caching and some of the problems with that are obviously once you turn on encryption that compression and those deduplication or data reduction technologies are hampered in that caching based on who our primary customer was we're handed encrypted data from them we encrypted as well so we have double layers of encrypted data and that does not affect our performance so massive underlying technological differences that allow you to adapt to the modern world with encrypted data so we've been talking about I said in the intro a lot about multi cloud can you tell us sooner where do you fit in but first of all how do you see that evolving sure and where do you guys fit in Joe so I actually read to assess very certain dividends I read your article before we had a dialogue last week and there was a good article talking about the complexities around multi cloud and I think you know you look at Google it's got some refactoring involved in it they're all great approaches we think the best way to deal with multi cloud today is to hold your data yourself and bring those services that you want to it and before we came along you couldn't do that so think now a movie studio we have a company in California that needs people working on video editing across the world and typically they would proliferate multiple copies out to storage in India and China and Australia and not only is that costly but it's incredibly time consuming and in one of those instances it opens up security holes and the movies were getting hacked and stolen and of course that's billions of dollars worth of damage to to any movie company so by having one set of security tenants in your in your physical place you can now bring anybody you want to consume that day to bring them all together bid GCP AWS as you for the compute and you maintain your data and that segues well into things like gdpr and things like that where the data isn't moving so you're not affected by those rules and regulations the data stays in one place it's we think it's a huge advantage so has that helped you get some business I mean the fact that you have to move data and you can keep it in you can give us an example yeah it absolutely doesn't mean if you think of companies like pharmaceutical companies that have a lot of data to process whether it's electron microscopy data nano tissue samples they need heavy iron to do that we're talking craze so we can facilitate the ability to rent out supercomputers and the security company of the farmers is happy to do that because it's not leaving the four walls present the data and run it live because we're getting land speeds right we're giving you land speed performance over the wine so it's it's possible we've actually done it for them to do that craze make money by renting the farmers are happy because they can't afford craze it's a great way to accelerate time to marketing in that case they're making drug specific for your genome specific for your body tissue so the efficacy of the drugs is greatly improved as well well as you have been we know the storage business primary storage right now is I've said it's a knife fight yeah and it's a cloud is eating away at it flash was injected and gave people a lot of head rooms and they're not buying spindles for performance anymore but but data protection and backup and and data management is really taking off do you guys fit in there is are there use cases for you you there when you think of companies like cookie City and rubric and and many others that are the cloud seems to be a tailwind for them is it a tailwind for you I think so and I think he just brought up a great point if you look at and again another one of your articles I'm giving you some thanks Rick you know saying I won't forget it is the article you wrote I thought was excellent about how data is changed it's not so much about the primary data now it's about the backup data and what rubric and cohesive tea especially have done is bring value to that data and they've elevated it up the stack for analytics and AI and made available to DevOps and that's brilliant but today that can find it too within the four walls of that company what vicinity can do for those companies has come along and make that data available anywhere in the world at anytime so if they've got different countries that they're trying to sell into that may have diff back up types or different data they can access this and model the data and see how it's relevant to their specific industry right as we say our zeros and ones are different than your zeros and ones so it's a massive expansion it take that richness that they've created and extrapolate that globally and that's what facility brings to the table you know within the days of big data we used to look at high performance computing as an example going more into commercial notes that's clearly happened but mainstream is still VMware is there a VMware play for you guys or opportunity great question great question in q1 of this year so so January end of January 2020 typically in the intro we talked about how we were born on a6 which is incredibly expensive and limited you get one go ahead and then we move to FPGAs we actually wrote a lot of libraries that took the FPGAs into a VMware instance and so what we're doing now with our customers is when we go in and present they say there's no way you can do this and we show them the demo when we actually leave they can log-in download to VMware instances put one in in these case one the west coast or with one of my customers we have now one on the east coast one in London download the VM and see the improvement that we can get over their dedicated lines or even the Internet by using the VM fact we did that in a test with AWS last week and got a 90 percent improvement just using the VM so when you are talking to customers what's the you know what's the the situation that you're looking for the the problem that comes up that you say bone that's vicinity maybe you could show not you do slash call in there so I think a lot of that is people looking to use multi cloud right that aren't sure which way they want to go how they want to do it and for other companies that can't move the data there's a lot of companies that either went to the cloud and came back or cannot go to the cloud because of the sensitivity of the data so and also things like the the seismic exploration right there is no cloud solution that makes that expedient enough to consume it as it's been developed and so anybody that needs movie editing large file transfer dr you know if you're moving a lot of files from one location to another we can't get involved in storage replication but if it's a file share we can do that and one of the great things we do is if you have cysts or NFS shares today we can consume those shares with the with the spectrum scale the gpfs under the cover and make that appear anywhere else in the world and we do that through our proprietary technology of course so now remote offices can collapse a lot of the infrastructure they have and consume the resources from the main data center because we can reach right back here at land space they just become an extension of the land no different than me plug in the laptop into an Ethernet you pay a penalty on first byte we do but it's almost transparent because of the way tcp/ip works very chatty yeah it is so we drop all that and that that's a great question an analogy we use in house is you turn on a garden house and it takes a few seconds for that garden hose to fill but with us that water stream is constant and it's constantly output in water with tcp/ip a bit stop start stop start stop start and if you have to start doing retransmit which is a regular occurrence of tcp/ip and that entire capacity of that garden hose will be dropped and then refilled and this is where our advantage is the ability to keep that full and keep serving data in that what you just described makes people really think twice about multi clouds essentially they want to put the right workload in the right place and kind of leave it there and essentially it's like the old mini computer days they're creating you know silos you're helping sort of bridge those we are that and that is the plot and so you know we have B to B we are B to C I mean if you sit and think about the possibilities I mean it could end up on every one of these right this software you know do we tackle every Wireless point this is this is some of the things that we can do you're an app or do we put vicinity on that to take the the regular tcp/ip and send the communication you know through through our proprietary Network around proprietary configuration so there's a lot of things that we can do we can we can affect everybody and that is that is the goal so divide by hardware from you or software or both that's another great question so if you are in a data center in the analogy I just gave before about being a a big data center you would use a piece of hardware that's got accelerants in it and then the remote office could use a smaller piece of hardware or just the VM with the movie company example I gave you earlier India and Australia is edit in live files on the west coast of the United States of America just using the VM so it depends what we come in as we look at your needs and we don't oversell you we try and sell you the correct solution and that typically is a combination of some hardware in the main data center and some software at the others so I've said you know multi-cloud in many ways creates more problems today than it solves you guys are really in there attacking that multi-cloud is a reality it's it's happening you know I said historically it's been a symptom of multi-vendor but now it's becoming increasingly a strategy and I think frankly I think companies like yours are critical in the ecosystem to really you know drive that transformation for organizations so congratulations thank you thank you we hope so and I'm sure we'll be seeing more of you in the future excellent well thanks for coming in Craig and we'll talk to you soon thank you for watching everybody this is Dave latte for the cube and we'll see you next time

from the silicon angle media office in Boston Massachusetts it's the queue now here's your host David on tape hi everybody welcome to this cube conversation Michael Gray is here is the chief technology officer of Boston based thrive Michael good to see you coming on glad to be here so tell us about thrive what do you guys all about you know thrive started almost 20 years ago as a traditional managed service provider but really in the past four to five years transformed into a next generation managed service provider primarily now we're focusing on cybersecurity cloud hosting and public cloud hosting as well as disaster recovery so dig into that next generation yeah people use that term but what does it mean well the needs of our customers really changed over time before you could maybe simply roll out some antivirus and do some desktop management some server management but with the way some of the innovation is exploded in the cloud and the way application development has changed all of our businesses we've noticed that our customers have all kinds of new needs that includes much higher focus on cybersecurity these things can't be an after afterthought the other things with all the data that we see coming from our customers they may need a much higher level of performance than they ever did before from their their local hosting or or in the cloud so what Amazon Web Services came out you know 2006 timeframe every set up ms P's like drive they're in big trouble the exact opposite is happening for your business yeah yeah yeah you know why is that number one and number two how do you compete with the big cloud providers you know somebody like Amazon or even Azure those services are not easy to roll out you still need someone to understand what the businesses are and then translate those into technology solutions for us when someone starts asking how do I transform my business whether it be in the public cloud or the private cloud that's a tremendous opportunity to bring our knowledge and all of our engineering support to those customers to help them transform so I mean I I liken it to you know I could hire a plumber I could hire an electrician I could hire but I don't want to be the general contractor I'm happily happy to pay an expert at that who's got contacts deep expertise and and push the responsibility on them is that a fair analogy yeah I do think it is fair you know obviously it's a it's a much more technical environment than something like that so it's much more complicated you know the other thing is when we start to understand some of these business problems and pull the pieces apart we have a tremendous amount of expertise and experience where we can help those customers understand how to solve those business problems how to implement the technology and then how to be successful in whatever way they're trying to transform their business so you sort of touched on some of the trends in your business did talk more about your customers it's my understanding is it's mostly small and mid-sized customers is that correct you know there's far more mid-market than there ever were before I think people in the mid market are realizing that they do need to take some of these services outside their walls I notice a lot of mid-market customers that are focusing on their core business if you're a manufacturing company a biotech financial services company you can realize very quickly that you're not in the cloud hosting business and no matter how many people they hire grow your staff can be very difficult to actually be successful in these technologies despite all the different pieces that Amazon or Azure offers in the public cloud you still have to figure out how these systems work and how they apply to your business well to midsize companies and especially small companies they obviously aren't the resources that a large company has so you bring a lot of that infrastructure expertise along yeah and I think part of it is you know we have such a big exposure to a very large customer base so a problem that a customer may see that they think is maybe perhaps special to them we've solved that problem maybe hundreds of times and we can give them a lot of insight into how other companies of similar verticals have solved those problems you start out as sort of a local MSP and that have expanded over time yeah that's correct so we've expanded pretty rapidly over the past three to four years now we're we have five offices primarily in the East Coast and really started to help the mid-market who's now started to understand that they need to frankly outsource some of these solutions or get in business with a partner like us who can help them take those outside their walls and provide them a much higher level of service often at the end of the day the investments much lower for the customer so paint a picture of your your infrastructure what that look like yep so we have a data centers you know I have three primary data centers in New England the New Jersey New York area and then in the south all those data centers actually have infinite at storage which is you know something that I'm a huge fan of and one of the things that I like to offer in all of our data centers is I don't necessarily it doesn't matter to me geographically where the customer would like their workloads that's one of the things that the public cloud offers you can move resources around geographically depending maybe where your headquarters is or some of your branch offices we provide the same solutions at often a much higher performance level and we've extracted all the complications of where to put these so if a customer is in San Francisco and they'd like to dr2 New England not an issue but all of a sudden if they change their headquarters or maybe they do an acquisition and they need to change that footprint I can change that on the fly for them so and I've walked through many data centers of MSPs over the years yeah and ten years ago yeah you had one of everything yeah yeah compact server yeah yeah yes so I would imagine you had similar challenges you mentioned Infini debt yeah trying to essentially run your entire storage yeah yeah so we've um we've acquired several other MSPs over the past several years we had a lot of disparate storage platforms a lot of investments made some of them hung on to maybe for too long some of them you know were purchased for a specific business reason that might not be there anymore at this point we've standardized on Infini debt it's enabled our business to do a lot of new and innovative services so high performance storage replication similar to what you'd see in the public cloud but also we can support very complicated very data hungry clothes so you're sexually replacing so older storage systems with infinite at maybe you can describe the before and after you know frankly with with acquiring a lot of msps you name a storage platform we had it at some point through this standardization the the beauty of it is a consolidation so I can leverage the folks that manage our infinite at across the country all right so my TCO on something like this is is is really kind of amazing I can leverage a lot of experience with the defender that when I go in and need to do a data center consolidation I have some things that are knowns there's a lot of unknowns and acquisitions and all the due diligence in the world there's still going to be things that maybe not every detail has been figured out but when I roll out an infinite at I know I've solved one very foundational problem right out of the gate so and I want to come back on the TCO but before I do when I talk to people like you and I'm not a CTO but a lot of times I infer that people are comparing the the latest and greatest in this case infinite at yeah with what they had that's five six seven years old sure of course the TCO is the share that okay so I'm a push a little bit is is I presume you looked at infinite ad and other storage suppliers and I'm interested in what you found in those comparisons is it is it is it just great TCO relative to what you had that was five years old or is it real after the other yeah yeah so you know when it comes right down to it I've seen every marketing pitch for a storage platform you can possibly imagine I've seen every bullet list of features I've seen every we have proprietary technology that does X&Y you know eventually when you put it on the floor it's not everything that was in the sales process maybe there's something that was uncovered on a licensing side maybe the performance wasn't quite what someone said it would be the thing about infinite at is they've delivered on everything they've said in the sales process and you don't find that very often the other thing I need to mention too is that even post sale the discussion about the technology continues it's always a discussion about how the technology is built and how it enables you it's not we have a new feature coming on the roadmap that is gonna solve X&Y problem they've worked out the very foundational problems you know the other thing I do want to mention about Infini debt is being such a strong engineering company I know the best an engineer I can rely on them to make good engineering decisions so I want to ask you about performance because when I first saw infinite out you know we were on the on the flash bandwagon we got early on that yeah and these guys came in and said actually we can beat flash performance using our architecture and software and so forth yeah be like really so I'll ask you yeah have you found that from a performance standpoint so I have and you know I run into a lot of situations where there's technology leaders that are maybe buying into a specific brand name you know if we put X technology in I know for a fact that it's gonna beat the performance of an infinite at my approach with that is I have seen all the platforms and I agree there's a lot of great products out there high performance sit down and take a look at the way the technology has been built and have an open mind and you'll most likely be convinced that that technology is the right answer a lot of times I like to sit back and and say look I'm not gonna push any vendor any software partner any manufacturer on you take a step back and have an open mind of technology it'll make a big difference when you actually listen well I'm sure you've heard the sales pitches are you using those slow spinning business mic spinning discs or mechanical yeah yeah yeah yeah your experience has been and we've had Brian Carmody on yep yes of others yeah so then we have Moshe come in here yes Blaine that's sure and so but I always like to talk to the customer and get the affirmation yes yeah well again to me the the conversation with infinitive is always about engineering you know it's not a great deal of marketing first of course everybody does marketing that happens on a regular you have to do that to run a business but if you want to talk purely about how things have been designed that conversation often eclipses a lot of other marketing from other storage vendors so talk about your your how you spend your time yeah it's acting you know infrastructure roadmaps and so forth to get more sort of I got to get this stuff up and running today describe yeah you know we've set a path to build a very high performance nationwide cloud we are going up against the public cloud by the way I'm a public cloud partner right I do both we do hybrid hosting I want to give the customer the best of both worlds which may be a cliche but we really are aiming to get there that's one of my primary tasks is establishing a technology vision you know I can describe to a customer where our cloud is going and I can stand behind that with the public cloud we do have to Lou a little bit of reading the tea leaves so I I help people with trying to understand what you know maybe the public cloud vision might be but also how I fit together with that that public cloud with private cloud hosting and the other thing primary goal of mine is bringing in some of these different functions of IT so for instance high-performance cloud private cloud Plus cyber security I can bring those two together for you in a cohesive solution that that's what I spend a lot of my time so as you look out you know put on your your your binoculars maybe even your telescope big trend in one of the big trends is hyper-converged in bringing in storage compute and networking all together yep if I'm inferring correctly you're going for more of a Best of Breed approach yet and yet in you guys have the engineering expertise you have to do that can you can you talk about the philosophy there sure sure well one of the things that I like to do is just abstract some of these confusing and complicated conversations from our customers you know if we're gonna talk about SD win and make sure I have SD weigh in in my data center I can tell the customer I can give you that functionality and you don't have to worry about how these different pieces go together I'm happy to be transparent you know there's a lot of things in the public cloud that simply information you can't get I'm actually willing to share how those solutions that I built go together because I want people to see that transparent I want them to trust us so you know when when we go and start putting these together these are things where when the customer does have a question they want to drill in because they have concerns I can eliminate those very quickly you talking about private cloud earlier I want to come back to share and just so we always say on the cube bring the cloud experience to your data wherever it lives yeah it's all about that operating mom yep yeah so as you see tool chains like kubernetes yep yeah a cloud native stuff yeah come in you want to have that cloud experience you want to have yourselves a fantasy pass that on yep do you have customers yeah how do you look at that yeah what role does storage infrastructure playing to me and this is something that's primary to thrive focuses application enablement we're an application enablement company so if your application is best run in Azure and then we want to put it there a lot of times we'll find that just due to business problems or legacy technologies we have to build private clouds or even for security reasons we want to build private cloud or purely just because we're running into a lot of public cloud refugees you know they didn't realize a lot of the maybe incidental fees along the way actually climbed up to be a fairly big budget number so you know we want to really look at people's applications and enable them to be highly high-performance but also highly secure I want to come back to the TCO I said oh yeah sure when you do the total cost of ownership analysis yeah what you find is it really boils down to the to the labor yeah piece of yep and see I'm curious as to when you brought in Infini debt yeah what the business impact was you know economically yeah no there's other non TCO thing yeah more so was it the labor cost that got reduced did you redeploy those resources well actually Hardware first and foremost and you know this is going back many years but and and I think I would say this is true for any datacenter cloud provider the minute the phone rings and someone says my storage is slow we're losing money okay because we've had to pick up the if someone needs to address that we have eliminated all storage performance helpdesk issues it's now one thing I don't need to think about anymore we have we know that we can rely on our performance and we know we don't need to worry about that on a day to day basis and that is not in question now the other thing is really as we started to expand our infinite at footprint geographically we suddenly started to realize not only do we have this great foundation built but we can the leverage and invest when we made to do things that we couldn't do before maybe we could do them but they required another piece of technology maybe we could do them or they required some more licensing something like that but really when we started the standardization we did it for operational efficiency reasons and then suddenly realize that we had other opportunities here and I have to hand it to infinity they're actually the ones that helped us craft this story not only is this just a solid foundation but it's something you can build on top of so talk about the performance I want to ask you yeah I've had certainly Brian Carmody Craig Hobart and I have sat down and Craig actually made the statement you know the only bottleneck really is when the the system gets filled yeah you just dive in the architecture has that been your experience if this so reduced or eliminated traditional storage bottlenecks oh absolutely and you know I mentioned before that this is sort of formance is now becoming afterthought to me you know and a little bit the way we look at our storage platform is weet from a performance standpoint not a capacity standpoint we can throw whatever we want at the infinite at and sort of the running joke internally is it will just smile and say is that all you got you mean like mixed workload so you don't have to sort of tune each array for a particular workload yeah yeah and you know I can imagine as someone that might be listening to what I'm saying well hey come on you know they can't really be that good and I'm I'm telling you from seeing a day-to-day again you can just throw the workloads at it and it will do what it says it does you don't see that every day now as far as capacity goes you know they there's capacity on demand model which you know we're a huge fan of they also have some other models the flex model which is very useful for budgeting purposes what I will tell you is you have to sacrifice at least one floor tile for an affinity it's very off-putting at first on day one and I remember my reaction but again as I saying earlier when you start peeling back two pieces of the technology and why these things are and the different flexibility on the financial side you realize that this actually isn't a downside it's an upside so the asset leverage of that floor tile as well exactly also make a big deal about a petabyte yes Gail is it important to you or what kind of scale are we talking about in terms of if you can share yeah absolutely so you know we obviously have multiple petabytes of storage for thrive for our customers again you know when someone has a large data set if we were to say we cannot handle that we're gonna be out of business pretty quickly this is one of the things the infinite flexibility of the public cloud again if you consider the public cloud both our competition and our partner you know we need to be able to offer that same kind of electricity in that same kind of endless capacity and at this point although I don't have completely unless capacity I have a tremendous amount of options I have workloads I can move different places and again a lot of times now it's more about performance than it is capacity oh you gotta give me something okay something that you wanna that should be doing to make your life better yeah I mean I gotta tell you it solves so many problems that is actually hard to come up with and again I'm smiling here because I've been down this road with those storage providers I've been let down by other storage writers I guess the son degree I maybe I'm waiting for them to let me down but I don't think they're going to that's a really interesting part I think that I'm you know the new trees cloud which is something that's been added over time you know a public cloud interaction is something that is desperately needed in the storage space so I'm interested to see how that product grows if I'm gonna give you something you know but again these are enablement platforms these aren't you know we need to do a feature comparison between a cloud and a public cloud and a private cloud last question some gifts are stuff you're working on yes II always like the SCT oh is that question yeah you know one of the the really interesting things to me is that we're finally getting there with anomaly detection not only you know just pure we found one event that that went out somewhere that doesn't make sense but we're profiling user behavior now AI and machine learning has been one of the big items that we've been promised for years but a lot of times it was just a tag line I think a lot of things that are happening in the public cloud computing space around profiling users and being able to reduce the amount of noise in the security space I think we're finally here and I think you know in the next 12 to 18 months AI isn't gonna become a cool feature said it's going to become a standard of a lot of security products so applying machine intelligence to a lot of the data that you have a lot of metadata yeah infrastructure metadata yeah yeah and you know even if you take for instance you know I'll pull it back to our storage conversation earlier if there's a storage activity is some sort of activity that's outside the norm that actually could be a security incident itself so you know pulling in data feeds is something that we've conquered its what are you gonna do with it now and we needed some humans to be able to pull that off before I think AI and machine learning is finally at the point where it's not out of reach for your average customer it doesn't take someone with a data analytics degree or something like that we can now buy these kind of products off the shelf and and leverage them for a lot of value oh Michael you've been a great guest thanks so much if you're welcome back anytime all right happy to be here all right and thank you for watching everybody this is Dave Volante in the cube we'll see you next time