Hello, welcome to today's talk. Today's topic is Designing and Edge Computing Infrastructure for Industry 4.0 Deployment. In a 5G-enabled smart factory, there are machines. There are sensors. They connect to a non-prem Edge Cloud where you can deploy innovative applications. These applications could do quality control. They could be safety-critical applications. They could be running machine learning algorithms, et cetera, to make your life easy. My name is Anurag Rinjan. I'm a platform architect at Intel. My background is mobile wireless computing. I've been working on edge computing. Prior to that, I've worked in energy sector. Let's spend a moment on understanding what is Industry 4.0. So Industry 4.0 is about smart manufacturing. It's the fourth wave of industrialization. The previous three are counted as the steam and mechanization, use of assembly line and mass production, and use of computers and automation. Industry 4.0 combines smart devices and smart infrastructure. It can solve the key challenges of the demographic shift in developed economies. It's getting a lot of attention because it promises to level up the field between the suppliers with the strong supply chain and buyers with limited market power. We have seen this with cloud computing. How a common platform leads to reduction in CAPEX and OPEX while at the same time brings new products faster to the market at an affordable price. The key technology building blocks needed in Industry 4.0 end-to-end solution consists of smart devices, cloud infrastructure, and 5G communication infrastructure. In this talk, we'll focus on the infrastructure side. What are the key building blocks or key platform considerations for Industry 4.0 cloud? We are focusing on infrastructure components. So those smart devices and machines are not shown here. However, it is fair to say that the machine intelligence is distributed across device and infrastructure. Depending on the latency requirements, safety risk, et cetera, these will be the key considerations to decide where the workload runs. In our time-sensitive network data flow QS, there are network settings or floors that divide the compute workloads across three domains, operational technology, edge technology, and informational technology. With that clarification, let's see what is needed to make a cloud platform for Industry 4.0 application. We start with networking. So in a legacy network with miles and miles of cabling, this is a challenge to roll out a new technology platform and be able to troubleshoot. This is the day minus one and the day zero timelines. Mobility of small devices as well as larger devices with robots, et cetera, is another challenge. Therefore, connectivity to the cyber physical systems or devices is shown here as wireless network. It could be a 5G or a Wi-Fi 6 or an LTE over licensed and unlicensed spectrum. This would need a physical function or can we run a cloud data as a virtual run? There are open platforms available that have very defined APIs, and if needed, source code access is also available, such as Intel's FlexRAN based virtual run. Next, we need a data plane. These are some good options available now in open source, such as OVS-TPDK. This is OpenVSwitch with data plane development kit, as well as VPP vector packet processing. For cloud native applications, there are also container networking interfaces, the CNIs that are available each provide their own benefit. Third, we need to provide a proven application framework that simplify the complexity of applications. One common framework that keeps coming up in my projects relates to visual inferencing and visual analytics, and we use Intel's OpenVisual Inferencing and neural network optimization OpenVeno toolkit. Now to manage the applications and platforms, we need a controller. From cloud native world, we can easily pick up Kubernetes to do the job. Next comes the orchestrator. An orchestrator is used for onboarding new applications and libraries, and which it can then launch and request. A VIM is a virtualization infrastructure manager. It manages the virtualized infrastructure, the compute resources. In a bare metal or more accurately, host-based cloud setup. This role may not be as critical because there is an alternate solution, depending on how big is the system. The Kubernetes infrastructure itself should be able to manage that, and that's what we will be using or that we have been using mostly in my projects. To run the cloudlet and the compute workload, we need a hardware platform, and this consists of process, network cards, and hardware accelerators. Last but not the least, we may want to run latency critical workloads in our cloudlet, but it makes business sense while we run non-critical applications in public cloud. And this can be done by cloud connectors or cloud adapters. There'll be specific to devices in the cloud service provider. For example, the digital twin of a machine from one industrial equipment provider will be different from another. Some cloud connectors are available in Openness Edge Cloud Kit that we will see next. In our example, I'd be boring differences from a software toolkit called Open Network Edge Services or Openness. It is an edge computing software toolkit for building edge platforms and cloudless, whether for telco, on-prem, or hybrid cloud. It can be used to onboard and manage edge applications and network functions. This is built on top of Kubernetes, so it provides cloud-like agility across any type of network. On the Openness GitHub pages, you can find references to onboarding and launching multi-access network functions. These are CNS. It provides ability to orchestrate SVGA, ESX, or media accelerator cards, and other hardware accelerators. Some ready-made applications and references can also be found, like multi-cloud connectivity, transcoding AI, video analytics, et cetera. It provides data plane functions, options, and CNS. Select the one that matches your hardware, software, and application needs. There's telepantry information. This can help measure and monetize edge platforms, as well as help in research scheduling. There are other examples that may be useful for your particular applications, so it's worth exploring further. We show here a logical view of Cloudlet built using Openness. It consists of Kubernetes masternode. When using Openness, you can tap into the enhancement that helps with networking and edge application deployments. Then there is one, or probably more than one, Kubernetes minion nodes that run the data plane, that run the hardware accelerator, as well as the application workload. The data plane services, they shift user traffic in and out, and they connect with sensors and physical systems. They collect data, and they send commands responses back to actuators. It's a very simple example. Here, what we show here is from physical systems and sensors, we collect data. We can do monitoring. We can do quality control. We can also do, we can also schedule maintenance, et cetera, based on the sensor inputs. On the Openness portal, there is an edge inferencing Openness experience kit. There are Ansible scripts that help build and install on the target server a small application and edge-in-size software framework for enabling smart manufacturing with visual and point-effect inspection. It uses OpenVenom toolkit from Intel. The easiest way to create the setup is to run the Ansible scripts. There's an Ansible host from where you can run the scripts. This is only needed during the installation. And based on the confection, it will install the Kubernetes master, the Kubernetes worker, and it will build and create containers for video ingestion, video analytics, et cetera, as shown here. The Ansible scripts and the sequences as shown in this block diagram. This is an example demo app that plays a video of a PCB manufacturer and defect detected. And that's also available in the sample application. So in summary, what we've seen, industry 4.0 will consist of cyber physical system that will rely on an on-prem computer infrastructure for latency-sensitive applications. We've also seen smart manufacturing will embrace cloud-native technology within their operational ecosystem for agility and for lowering costs. And we've also seen Intel provides hardware accelerators and software building blocks for such systems to deliver platforms that enable flexibility, agility, and performance optimization that are foundational for industry 4.0. You can find more at these sites. So for Openness Toolkit, you can go to openness.org. There's also a GitHub page, which is also linked from this site. You can get training on 5G, as well as a solution index is available from the GitHub page for Openness. The EIS as edge inferencing software, as we call it, the one that we were referring to earlier is also level from the GitHub page. And then you can download sample application and try it out. With that, we come to an end. Thank you very much.


What's up everybody, Jason here for Jasper's casebreak.com 2022 Panini Immaculate Baseball just sold out This is an A-Box casebreak packaging number two and Here we go So second case of the day, there's everybody's names. We did have to do a three-team R&B For these three teams here Washington New York Mets and Miami. There's the customer names and their numbers and then here is the Immaculate case Let's scan that out there really quick Here we go first one We got a Alec Moneau that is number to 25 Toronto Blue Jays winner Brad Showtime to 99 Shoei Otani. We have a Taylor Tremel number to 99 That's for the Seattle Mariners Win a Martin Redemption Adolas Garcia Immaculate signatures Let me quickly look that one up too. I think that might be Texas stuff. I remember correctly Oh, thank you. Yes. Yeah, I don't feel I don't recognize the name Texas Rangers. There you go. That's Curtis. Thank you guys I sure just looked at you guys before checking it. All right. We have a Ryan Mount Castle. That is a 25 out of 25 Baltimore's Aaron Miller and we got a Ross knee Contreras 36 out of 99 nice little RPA there. That is for the Pittsburgh Pirates Win a Martin It's more just for some heavy base stuff Freddie Peralta. We have a Ryan Sandberg to marry Matt and that is Chicago Cubs the Milwaukee That's Chateau and then Chicago Cubs. That is Jeremy Harder We have a Romney Gonzales 66 out of 99 That is for the White Sox going to Jake We have a Mike Ballman to 57 and we have whoa, look at that beautiful patch six of ten Camilo Duval Look at that Giants patch right there and it looks like the RPAs that have the thicker patches at a 10 or Much thicker cards to Brandon Rogers Raphael Palmero, I know and Nathan that's the one thing man. Imagine if this was licensed This product will be probably two times the price and then I think the cards will go for so much more So even though it is unlicensed, I think we should still appreciate it It's such a beautiful product for the price point Eddie Murray Two cards right there tonight and I for the Cincinnati Reds. We see this guy earlier, too. That's right there Tony right there. That's a John I think I'm in the first one as well redemption and That is an Immaculate materials signatures fielding glove of Spencer Howard Spencer Howard that is Texas Rangers as well and then a fielding glove was out of 25 We have a David Ross two of 25 Chicago Cubs going to Jeremy and last one here is a Reed Detmer's for the Angels when a Martin Triple relic and auto guys after this box or halfway through that plenty of hits to go guys Push it down running out of room gotta get a new trash bag Jake Myers for Houston that is 33 out of 49 We have a Elson Howard for New York And make sure of course that is Yankees could be could be somebody else and yes, that is New York Yankees So Yankees with that one that one's gonna go to Martin we have a John Haseley That is 36 out of 57 Kansas City Royals Travis Melbury with that one You got a Brennan Davis for the Cubs tonight, you know Ryan Zimmerman for Washington. That's number one out of 49. It's the first hit for the R&B and Spot one is going to Martin and then we got a Ted Simmons for St. Louis 20 out of 49 Is that right JT? All right, St. Louis. That's gonna go to Matthew Wood All right guys well officially halfway through still have four more boxes to go and again guys We did have eight picker teams up of immaculate so we can always of course run back more And then obviously that tops chrome filler is now down to 18 So sold a couple spots remember we just got a salt that filler and that one full spot guys We can break that next Well after my dinner break break that next after that Remember that's gonna knock out to Chrome hobby or to jumbo hobby Pick your teams one and two and then a hobby addition of tops chrome Nick Modrigo Cubs We have a you Darvish for the pod it is Padres the first hit there for the Padres. That's R&B All right. No the Padres were taken. Oh wait. It is Padres. What I did hold on a second guys. Oh I don't know why I put Miami in or this name in here Sorry guys hold on one second Supposed to be San Diego Sorry, I don't know why I put the Mets there Sorry about that guys Just realized it's a little boob with her and that is card number 53 So that's going to three Matthew Wood We have a Geraldo Perdomo for Arizona. That's seven of seven Diamondbacks going to Chateau We have a Cade Covelli for Washington. That's five out of 99 Five going to Mike we have a Jose Devers that is a 81 out of 99 for Miami One is going to Martin and the last one here is a little but or actually not a button piece of the hat Brennan Marsh That is six of six it is sold out PJ, but if you look on the website there's a team random for pick a team one and two of Jumbo and hobby one so once we sell that out We're one full spot away and halfway through a filler basically then we can break that out So if you see that it sold out It's not on the schedule. It's most likely because there is a filler up there Button 10 of 10 Kevin Smith for Oakland. We got Eli Morgan. That is five of 10 for Cleveland No problem PJ. It's all good, man. But yeah, no In our FAQ to you know, obviously everybody does it differently, but our FAQ to it kind of gives you explanation You know of how certain breaks are there are times where we'll have many fillers pack fillers You know R&B's for certain breaks, especially they get stuck, but yeah Most likely if you see a break that says sold out on the website and it hasn't gone yet It's most likely because there's like a little filler in it You know sometimes these bigger teams a little harder to sell so we divide them up into a little pack filler or little R&B Pacheco 77 out of 99 that is for Travis in Detroit We have a Sean Murphy out of 15 and I Spencer Torkelson That is a 16 out of 25 nice one there for Detroit Couple Detroit hits in that one. There you go Travis. All right two more to go guys We got another brand logo and it's VDL Bruhan again like the one we hit earlier except this one's a little bit smaller How funny is that? Well raise Martin two out of ten VDL Bruhan that is a batting glove brand logo That is game used as well calling it now. We're gonna pull like a Bruhan Super Fracker watch Just cuz we're pulling a lot of his cool stuff here in a mac of it Gary Cole for the Yankees. That's going to Martin We got a Christian Hernandez nice prospect there for the Cubs Cubs is Jeremy and Cubs are having a nice break as well And then we have a novelli marté to 49 For sure, I guarantee that you're right You're probably right Bryce elder to 99 for Atlanta and last one here. How about Nolan Ryan? That is California Angels edition and all in Ryan and that is 10 of 10 California angels Martin with that one. I think I've seen Rex pop in today actually Kev Might be really busy today Our last one here folks. So again Good stuff here in a magnet. I feel like we haven't seen these crazy RPA patches like we did in the first one Right, it's been a little bit of a different case Which is funny because we pulled another one of those Franklin batting close, but hopefully here it lies a nice little RPA I think we've only gotten one RPA at a 10 so far and it was that San Francisco Giant I believe think of the last case we had a lot of them that were out of 10 Yeah, all right guys, here we go So what you're saying Kev, he's on a date with the no one one Nolan Ryan tonight Just told his wife and kids that I'm going out Taking my Nolan with me a couple buttons It's a good start to this box Luis Patio a patino sorry for Tampa Bay six of ten double button. Oh that Tampa Bay rays. That's Martin Sam Hillier to 25 That's for Colorado Winner Walter Well more for Colorado that's Colton Walker 16 out of 49, I feel a big hit here guys. I don't know why Usually the big hits been like the second to last Marcano to 99 for Pittsburgh your member said is To 99 or maybe not. How about the 63 Bobby Whit jr. 36 of 63 Little patch auto. It's a sticker, but still very nice Kansas City going to Travis. That's the way to end it off there And there you go folks another case of immaculate in the books another one in the store If you guys want to run it back later tonight, it is available. Jasper's case breaks calm