No, I thought it's like 12th grade. I sprouted wow That's why you able to be a beast and be big.    It's like, you know Is the energy building up to that, you know what I mean?  It's like what about Mike Tyson Somebody like Mike Tyson, so look, you don't feel like you can whoop Only person in the world my nigga only person in the world was Mike Tyson, right? I met him at the SRO Club in Vegas, right? I was a young nigga, right?  You know I mean like that was a different Mike. Maybe right now.   Yeah, he's too sure you want to get out with me?  That's a real fight.   They just look like they see what I'm saying Mama's some niggas be the look some niggas be having it and you be confident I don't I got homies. That's when you like, yeah Now we gotta jump in Like this, you feel me little strong nigga who really come I just seem I know all type of niggas though That got it like that.  No, it's good. No, it's good. That make them make a feel like I'm a snake If it's too much going on too much talking and I can if it's my gaisen like type of vibe I'm So when I was when nigga fighting When you get into those altercations, right? You do gotta you know kind of shallow a little bit, right?   People don't really fight no more. No You can tell we talking about Gotta be scared of nobody now that I don't gotta be scared of anybody cuz really Niggas don't know how far I take it You know I'm saying like even if you did get off on me.   It's over with It's over with music everything go out the window.   It's not right, but God keep me away from situations like I know what you talking about It's like but it was like think about your mom man. Think about I'm not thinking about my mom. I'm thinking about show I'm not in any nigga I gotta think about if I'm thinking about you like if you don't feel me ain't got away And I'm thinking about you tomorrow in the next day. I gotta see you kill. Yeah on the dead homie my heart hurt I'm sad about that cut. Don't let everybody see. Oh, I'm a kill. I think that's why I think I think that's why people don't fight no more because the social media fair fate I could take a loss though. Mm-hmm fair fair. What's up? What's up? Yeah, I'm tipping. All right You want to get out? Yeah, we get out, but ain't nobody nobody doing that.   We already peeling out.      You might be cool. They just integrated it.  That's cool It's more far I thought we was gonna laugh about jail, but y'all really been Yeah, I remember I seen 2kie I would swear All y'all niggas old now no niggas ain't no man that really ain't oh that's on the black Carry myself like that Am I free Hey, man, it's the Cali kickback man You feel me it's your boy Louis belt We got a special guest.  That's our first time We do not be in the streets. That's not the improv. No, no, not like that.   I'm Bo leggy.  I'm just going somewhere where it's a little cheaper I Was that but by the beaches the beach is beautiful. Let's be exact. I'm not finna tell you the beaches like They say y'all got the weakest beach though. Oh, yeah, it's polluted for sure We go to the everybody go to the beach. We just don't get in the water.  You ain't got a spin.   That's a hard life to be gangsta by a beach. Yeah He's no beach and they gangsta know it feel good And feel good good. That's the thing about it and feel good like to walk outside our sunny days. It's beautiful So I get shot. We're gonna keep privy though We gonna keep going if it's the homie if it's the homie start raining that day You feel me but most that we got some of the beautifulest days ever you feel me Sometimes you supposed to go to the beach just that go crazy. I always was trying to figure this out about Long Beach It's a lot of Crips, right? All Crips all Crips in the city, right? No blood.  Yeah, so let me tell you like Me just being younger for some reason for some reason we get it We used to get into it with the Mexicans all the time You know I'm saying and the Mexicans was really like what they call nigga cake over there. Nigga cake. That's a day It's a day that we have that they used to say Don't get me wrong. I got all the Mexicans love me in Long Beach I grew up with all the real ones got into it wouldn't be foe still thugging you from me But it used to be a day.  But it's a real thing real thing Whoa, it's a real thing a real thing. I think the day just passed again It's just like now. I mean but that day ain't as active no more like if they did it's just some real ones from Nayside who still say who might come out tonight and if you walking you be walking with your girl from the movies now You know how you identify me and saying?       No, that's why they try to get rid of them They didn't want blacks over here, but we two still we here.   Like anybody who used to want to be on that.  How you feel about uh, uh, Joe Biden and Donald Trump right now.   Yeah And I'm It's out of them too. I feel there's no smarter decision.  You know Let me go with the Trump every time. Hey, Joe Biden gets trumped in this situation No, cuz this is it's a thing in the black community right now like yeah Like even like two years ago when he went up for election against against Biden black people didn't want to say they was going for Trump Right, so my fuck just didn't really start getting niggas out of jail But now well that but then even still it was like, you know It was hard to give up an argument. Give an argument. You know what I mean? But now it's like I heard Joe Biden just gave Uh, it's another country 700 dollars for something and I'm like nigga. I need the 700 No, no, he gave uh, Ukraine like some odd billion dollars if you break it down this 700 dollars apiece, right?    We was at the level. You know where the levels at That's a hotel when it was pandemic The levels it was it's not a hotel. It's apartment building. That's a lot. It's the it's the club of apartment building Yeah, my big mama She was in there coming down. I ain't had no shirt on bitches in the hotels It's the levels is that the apartment where it's right on olive. It's on the corner. It's on the corner Like if you're on the freeway, you can see it.  Everybody booked out every room in a level Nigga, it's cracking when you get on the elevator everybody on the elevator or nigga like that's what all the parties What's happening? Everything's cracking come outside. I was living right there You go right to the corner right there on 7th street 7 mile of nigga to parking lot right across right across Niggas outside. You hear it right? You know it's cracking because you hear it right when you they had to set it down We was doing away too much in that moment. That's crazy. If nobody ain't know. I'm one of the reasons Pasadena Hey, i'm back. You know i'm talking about august 25th. That's a friday. Get your tickets right now Louis buddy friends you feel me? So i'm gonna have a few special guests pull up the last show i had sold out So y'all pull up if you miss this one, you don't focus me on Donnie you're gonna be at the show, right? Man, you're already at the show This ain't security. He's really formative. We friends in this picture.  It was great I I can't realize a lot of people had fun doing it. I loved it because we were outside Yeah, I was in the house. We was outside and nobody had As much responsibility at the time you get what i'm saying nobody had to go to work Nobody had to go do nothing. So we out. I had my squad my squad We stuck together every day. So we would Book a level the level nigga and we in there Faded pills drank everybody in here. I'm shooting a video every day And that's what made me relevant the pandemic brought me All the way out. It made me work every day. I was on house arrest too Yeah, because I first discovered you I kind of feel like when you when you first got out of jail When you write it got out of jail Um, it was like I was on instagram nigga. He was like on the street nigga.  I feel everything he's saying Like I see niggas rap on instagram every day, but right when I bumped it to his video I'm like I'll take this nigga kind of serious I'm trying to figure out my who nigga. I'll be LA.  Yeah, nigga, I didn't have no money for no videos or no money for no studio time But I I knew in my head that niggas was gonna hear me.  I don't know if you know who pookie pookie effin rude is He like a uh Pookie a promoter who get the club cracking. So Nigga, I'll just was like pookie turn this on. He knew I could rap, but he ain't know I could rap like that So as I'm rapping he looking I see him looking at the camera while I'm rapping. He like that's niggas serious I'm raised off a new Yeah, I was serious as a motherfucker. Yeah, I was serious as that nigga said you feel the pain in my heart I ain't never gonna stop him on this block But now I was really I was serious and that's what That took my instagram in an instant. I ain't never seen no instagram go from an instant moment But this is what you call a viral moment from nigga 10 000 straight to 80 000 like For two days three days straight though, like, you know that constant Yeah Niggas comments all the famous niggas I ain't never talked to on there.  Who is You know, I was like And then did that help you get signed with nick cannon because I no no at the time.  No tradie from long beach. Oh, okay. Tradie from long beach.  You could go look on the internet by now.  I'm just saying this to the everybody talk when they run into me What's up? What's your interest? Yeah, 23rd street cut. No, what's up with me? That's a good run 23rd street cuts. No, what's up with me? I like that. I can't say that though But I if I was a crit And I was from 23rd street that'd be my slogan.   I'm the pee.  I've always been rapping I've always been rapping. I've always had some type of motion even as a kid even when I wasn't I would drop a song randomly even in school, you know niggas know like, oh, that's the one thing Yeah, rapping and I'll be like no, I just wanted from over there All right, so if you wasn't if you wasn't uh, if you wasn't rapping What would you be doing? I'll be a scientist What you talking about? You don't know where my head Yeah, that's where I was at with it. I mean, that's what I like when I was in school. I like I love science Love science.  And I know I could if I apply myself to anything I could be there Scientists, I think you're too gangsta.  See what I'm saying Niggas thought I was too gangsta for a lot of shit and then I ended up passing on everybody I see what you're saying Right, because then that's what that's what probably the science community needs a gangster You feel me had hella hood niggas. I'm gonna be a scientist like that one girl. She's a rapper, but Mariah the scientist, she really a scientist and she'll be rapping And she raw too.  Yeah, that ain't me.  Oh, yeah, that's all. I mean, it's a career If you wasn't an actor, what you think you would be doing? I'll be a flight attendant I'll travel the world You will be a flight attendant.  You know what you'll be a whole different You probably wouldn't be looking out like that like Nah, so so what so my boy was right?  We don't take care. I'm a people's person and that's the whole thing of it, right? So if you know, if I wasn't doing what I'm doing now, I'll either probably be running a nonprofit or I'll be I'll be a flight attendant. You've talked too much to be a flight attendant. You gotta bring people.  You gotta. Yes It's different people people love they dropping people You just ain't been on the right plane. You've been on a lot of planes, but not the right one I wouldn't be a flight attendant. That's it.  Like I'll be one of those flight attendants.  Come on, man Yeah, yeah, I probably be snoop on so Captain man He is not silent They say the captain got to go down. No, everybody who work on a plane got to go down with it Not me. I ain't got to go down with it. Now. My boy, uh, will shout out to will he going out to be a pilot right now Right and he only like he 28.  He probably don't get his like official joint To where he could do the big joints for another five six years Damn and and and being a pilot nigga, they're down 17 000 positions right now My focus ain't learned.  I don't even get I don't even know what that's supposed to mean. Yeah Yeah, well, I mean You know It's easier to be a flight attendant than it is to be a pilot It sounds because flight attendant is not as important as the pilot. Yeah I ain't trying to be that. So I'm gonna be the pilot y'all You can be the flight attendant Yeah, this is cocky the pet Yeah, that's what's going on Oh mama's I'm I'm taking them upstairs to where they got the uh, they got the little sleep area They got the sleep area from uh, I ain't never been up there. Yeah, they got the little I'm so playing for real. Yeah, basically, but now hold on. What is that the international flight? Yeah, that gotta be international Yeah, that ain't no regular I'm like you can our flights right right. I went I flew to australia by 18. Oh, yeah, these are ten hour flights, man I'll say y'all trying to flex. Yeah. Yeah.  I'm just saying that plane was different You know that plane was different the body of it was different.  You know what I'm saying? Y'all been on y'all been on vacations Y'all do vacations. I'm I'm bro.   This nigga real Cali nigga.  Yeah, no, I realized that's not normal We be talking we be what you say. I used to say I'm working on myself.  You feel me?  Hold on. I'm a professional nigga. Yeah, but I know how to talk with my niggas You feel me right my nigga All right. Talk about it. That's why I'm a CEO CEO Yeah, because I know when to speak right? Yeah, but I know when to keep it high and you know when to keep it creepy I ain't talking about it. Come on, man, and I'm the p. E. O Yeah, man. Yeah. Yeah, every opportunity. Yeah, he keep it playing. I'm gonna keep it playing every opportunity Right. Yeah, y'all are on it, man Okay, pop it in. No, stop it. I'll talk to you about it before Y'all got in the bay y'all got a lot of pepper shit going on I didn't learn about the bay until I went to jail and then we're gonna leave jail alone, but I'm just saying I seen I met a lot of bay niggas. Yeah, and they was like, well, you know, pimpin and whoop whoop Like I'm like, yeah, that's all y'all niggas want to do down there. Yeah, because how y'all look at gang baby That's how we look at It's like y'all niggas really Really gang banging y'all really upset For real.  We got different calibers and niggas like I got homies that you probably never see take care of their family Talk to you. How you doing young man? You know what I'm saying? Do like that. Then I got the young homies who ignorant I'm from insane. They say I'm insane all day. Like, yeah, I'm insane. I'm insane.  They'll be like no, that's normal Okay I don't say insane in general, but if you put that I'm always saying we know the difference If you put something on the dead homies, I know you from somewhere So what about all these people that these kids that's watching the the culture from youtube and all that You know, I'm saying that stuff that they not even mindful of like that could really get you hurt you like Stop playing because I literally I really have homies who died for it Over a hundred down there, you feel me? And we got shirts with over and I can't even tell you how many niggas niggas before me But during my time alive, I didn't seem a lot. So that's why I still represent it right though Because they didn't die for nothing. You know what I'm saying?      They like, yeah, cut. What's up?   I'm on and that's on god in heaven You know me and I look over with full confidence.  That's who I am and I love it Yeah, so you feel like in another lifetime you have to be born in the afterlife You hadn't you was you you was not the first time I said this really in the afterlife. I'm a cript.  You feel me nigga be in the bay. He's a little slow. My nigga alex alex at cal rec park If you know alex at cal rec park you really from over there You feel me? Talk about it.  If you know alex, you know alex. That's on my daughter Oh No cap. Hey But yeah, that's you being around barrier people, right? Did you pick up like we be seeing blood and cubs at the same But you know, yeah chuck my manager.  No, I'm saying keep it lit. Oh, yeah. Hold on.     I think that's to this day. I think that's in certain settings. I'm not I don't want to go over there That's what I'm saying. That's that's in certain settings.   I see what you said.  Okay. Yeah, I'm down to the house, bro. Y'all need a word Cut it out with all that Stop blood me though.  Yeah, I can't help it It's just my vocabulary, but we thug. So it's a bloody cuz contest with family.  I'm from the back Nigga, we say blood and cut I'm like Y'all confused nigga. He like no nigga. That's just how we Chuck like nigga, we don't play in the back. I'm like nigga.  We know we do cousin. Yeah, see our cousin our cousin's something like cousin But it's crit though So but we say cuz like in a sense of how a crypt would possibly say it because it's like come on Yeah, of course.      I'm not gonna take away from the gang bang and homegirls, but I'm not I don't I don't love gang bang bitches. I don't want no heart.  You know, I'm here.  What?  We put it on there. So So, I don't I don't know too much but now I know um back in the day I always heard about like, you know, if a if a the way that a girl homegirl could jump in or whatever Maybe she gotta I mean personally, I've never Met a homegirl. Well, excuse me.   Yeah, like we did like a real I didn't know the females get put on like they get in the back too and fight We do three minutes.   You get your calling But the females do that too? Females like yeah, all teams call the homegirls up.  She want to get put on the hood Call the homegirls up. She's gonna get put on the hood And then it's uh, I'm no shout out my couple homegirls who got put on by niggas literally like like that What? Yeah They got they got jumped by some niggas to get put on And that's right.  So like, you know, like the other The other like crypto bloods or whatever may be that's a different No, no, it's like a no, no, no.   Like Mexicans and like, you know, like to be, you know, I'm Not trying to put nobody business on front street, but that was more of I've seen that's more of their culture. You know what I'm saying when niggas is like, oh, what you doing? So we the only culture that's fighting our women we fighting No Everybody else get to get that regular neither.  She just got out probably like 18 years Really stayed solid niggas didn't talk to her or anything. She didn't want that kept it solid You know, I'm saying and she's still on that like she can't help it.    You know, I'm saying and I'm not saying keep killing. I'm saying Nigga, I'm representing the homies, right?  Yeah, you know, I'm saying yeah, so I'm We special Yeah Us niggas right here even like, you know, even the niggas over there in this room right here on the other side everybody is Especially because we we not simple for real when I'm saying I'm not a bloke. Where are you from all day? I need that from I don't stare at niggas. I don't need that from niggas until like, you know I don't care about niggas Don't care about niggas. Don't care about niggas. Don't even want to talk too much in the party. Leave me alone. What's up? Hey, what up? Yeah, I said Bring the booties this way We're in the bitches this way and we smoothie How you uh, how you feel about the state of california, uh, california Hip-hop culture right now.  You know, they might be like buzzing in LA right now Their music buzzing and they feel high power. Yeah, they're not though Then niggas come and go because they don't know how to pull pull it together They don't know how to share they think if you share This nigga gonna try to take my spot or he not from over here. Everybody fake gangbang, too You know, so it's politics So even the singer niggas There's somebody behind them and they feel like they from this section they hang with them. So we I'm a nigga who the singer niggas I ain't gonna do that to these niggas man. I'll do that too much to these niggas Because I always seem like it's the problem. I always seem like the problem But really I'm the nigga who'll pull it together, but I let trying to pull it together for the west coast. Yeah go, you know what I'm saying?  So some of them niggas ain't really like that They know exactly who the so do you think it's politics or you think some people just don't like everybody got different sounds Because it's a lot of different. Do you think it's a lot of different sounds? No, not in cali. No, it's a lot of the same sound It's either that nigga and a lot of niggas that sound like that nigga Then it got him him. It's it's ten niggas who sound like theirself. Well, that's the thing The state of west coast music isn't crossing the way that it used to because of the sound No, because of the connection No, no, no, no, no us like say we the best rappers on the west coast.     I'll be in Atlanta. Mm-hmm. I go in there. I got a whole tape. Was they talking right now off back?  Yeah.  That's not a player.  Yeah, I know what you're talking about Shout out to all my niggas in Atlanta. They already know the truth. Shout out to ATL It's just the vibe is like how you do music boom Okay, as long as you put me in a room with niggas who You know, if you come in here with real niggas, I know you for real and they like uh, that's him Other niggas be like They can't bring certain niggas over here because they really don't have no rank I could bring my niggas over here and my niggas gonna be like, all right, even though. Okay. No, he not cool You said he cool. Yeah, and we're gonna make songs and it turned into a real Like, you know what i'm saying like cool nigga cool nigga I'm cool with everybody. Yeah, but niggas is Niggas is in they feelings and niggas is weird and niggas don't want to share out here That's why we're not booming like it or we're not booming like It's talent out here though. Yeah, because y'all run. I feel like la Last look like strong run was that dom Kennedy yg and nipsey run I feel like after that run, it's like, all right, y'all like the bay right now I feel like the bay fake pop it right now on the under this fake pop, right? That's exactly what it is. Yes LA is fake california is fake pop it right now. We fake pop it right now. Yeah Who have zoosama couple other niggas, but we all low key got fake politics, you know what i'm saying and not That's period.  Yeah, you know, I'm saying so Some of the niggas who be like don't even know about me. They mean me like, oh, this is a great nigga You know I'm saying and the other niggas hang out with niggas Who will be like dw from over there? I don't even know.   I feel like california Uh, we be talking about I feel like niggas don't make enough songs for the females Right. We slide. We be talking about gangsta. Shit. It's like our pimping. You feel me? It's like Our region is the only people that's on that Yeah, right. There's nothing wrong with being on that, but like nah Yeah, that's one thing I noticed even as a comedian. You feel me? I'll be like, okay, let me start I didn't shook up the room with this Right, you feel me? I see all the couples in here y'all looking good.   It's great music. So what I do drop it motherfuckers be like I love this thing in eW. I love this dw the female dw All right, so because I feel like the LA niggas even be too hard for the bank niggas Like outside looking in like being from the bay and listening to LA music I'll be like the bay in there like this though. We always talking about the room though because the bay Got a lot of sliding in there too. I've been off the bay music. They got all the slide now.   I think I think sacks spilt it over all the way into the bay Who who killing over there? What you mean? I'm saying in the name music and every nigga that's on thisler Oh, yeah Oh, what's my nigga name almost anybody?   Yeah. Yeah zay sliding on sale all day But what we talking about what we talking about right now you always saying the bay area music is too It's not too violent because he got him sometime. I gotta buy all the time But we got we got the talent for reals and Exactly, but he knows different. He's by a slide Okay, so I'm saying but right now in la that that soft slide But low-key pop it on right on the neck.  Exactly. Be hot. That's what I'm saying.  I'm not trying to hear that. What about love? I do that a lot and I ain't trying to hear that Yeah, so I know how to add the I'm saying See yo album coming out. I'm that dead homies. They gonna see the truth No cap How you feel about love and relationships? How you feel about me?  Yeah, you know I'm saying I can't help it I don't even know it's like because you know when I'm single I but I need something solid You know I'm saying I need something solid and I need something that that know my lifestyle and have fun with me You know, so I need something that That wants me happy Once something wants me happy. I protect it. I love it once.   I saw look if you if you if you get married, I don't jump If you have to get married and one of uh and black drawings or white drawings, which one? I see white But we not talking about literally the suit Like I'm an icy white type nigga like if we talking about what type of parachute I am if we talking about what's type of It'd be the type of relationship. That's what I'm speaking towards like the type of relationship You know what I mean? Is it the black forces that you know? Black forces beat beat traffic Jump bitches in now. I'm like more player. I come I come over there visit I come I have a whole day of work Might go out party have brunch with my girl might slide through the hood real fast with my cousin You gotta slide through I'll slide through there real quick. Boom. What's up?  Yeah, and then I might end up on tv same time. I'm on the just same I'm then I might end up in Atlanta. You see you see that clip. Well, I see say, uh, he don't go back to the hood because it's like You know, he got og and I see He's smart that's smart, right? So when you feel like at what point you gotta Not slide through the hood. I don't think I see is attached to the hood like I am No disrespect. I love I No, no, no, look I don't I I ain't seen it. Excuse me.  It's a lot of gangsters in the industry, right? That not a lot. Excuse me. Yeah It's gangsters in the industry that I met and there's certain niggas that I met who who from over there for real Who made it out of here? But a lot of niggas ain't from over there like I'm from over there like bro I'm barely from out of there right now. I'm barely getting out of there right now.    Come on by your mama, but I'm talking to say I'm just talking like right. I'm talking about like in there like niggas You know, I ride by where my sister where my sister was there that why she was right thing You know I'm saying I'm like my brother my sister's everybody gone like everybody.  You know I'm saying I appreciate it cuz And niggas don't and I'm I'm fighting to Stay afloat every like every day. I'm fighting to not let that one out of me You know I'm saying it's niggas who way past that And that's what probably iced tea iced tea iced tea. I respect iced tea with the most high So let me even correct without how I was saying if if it was said wrong I respect iced tea and I respect any niggas who made it out of this regardless of what you Being through niggas if you made it from here to there niggas I respect you more than a nigga who's still over there. Yeah, and that's man though. Yeah, so because iced tea started this Yeah, I'm not on here. Let me and that's the thanks again. Hold on.  That's why I was actually nigga two three years from now I might not be over there like that, but I'm gonna nothing wrong with that I'm one of the niggas who will when I own my business there. I want I'm gonna learn from nipsey mistakes. I'm gonna learn from niggas mistakes You know, and that's what you're supposed to do. Exactly.  Well protected. Well respected. Hey give out turkeys. Give out I think the hood don't need turkeys no more. No, you know what I'm saying. I'm tired of niggas giving turkeys to the hood Start giving niggas rent money. Give some niggas seven hundred dollars. Come on the nigga to be truck Be genuine no more if I see a mother fucker Turkeys this year That's a good thing because it's niggas who don't that's what you need to understand.  Can I just a plate? Can we do place this year? Yeah, let's do place. Let's get placed in the building. Places. That's turkey. No They throwing them turkeys away when they get home and they're even cooking them. We're y'all still living that Bro, listen. What are you talking about? In the bay. Look, I threw a turkey out last year.  I know my my daddy my daddy used to take turkeys What you saying? I see what you're saying. We're not throwing away.  They want the drugs You We giving up blunts or something. Yeah, so you can get high before The turkey. I don't know. I don't know if you don't get the credit. You won't Blunts and plates Oh blunts and plates that's different plates that's them P. I'll see you They ain't making money. You're the pay for the turkeys They ain't making money. They ain't making turkeys. They ain't making turkeys to the hood. Turkeys buying things right.  Oh, that's a they oh, we got some ones left off from last year So we just throw them. They been out for the deep freezer. They still good. So they throw out Now me just go ahead and they sure y'all connect with. But if you run the hood you don't wait till it's dark.  I'm like, man.  That's what put me out there.  Damn, it was called the food bank food bank. So that's where the gang bangers We just get our in nigga thing. I call it the food bank. Yeah, no, it's the food bank It's a place where people go who's less fortunate Yeah, and you will see a line outside and if it's a holiday they be giving you turkeys food clothes Anything, you know what I'm saying and if your homie see you in that line, though They see your mama over there Over there woops. So you gotta be hard to be like niggas what? Niggas know not to say that.  Yeah niggas get niggas is offended by niggas offended by anything But that's what push a lot of niggas just not me personally But we all been there. That's what push a lot of niggas to strike somebody because you was hungry Stay ego and break the ego down. You are same. You come with new jays.   That's what niggas But hold on. Hold on. But my mama's mama's might have not taught her nothing You get what I'm saying? So it's like it's falling on this like but me personally Everybody out there got opportunity care. I always go save I feel I feel like black All our grandparents didn't have no money stop feeling like that. I can't say that I've been get it somehow They say they grandparents have money.  I met a girl. She was like, yeah, my dad was a lawyer I'm like, I'm yeah her grandpa was a lawyer. I said damn.   It's the deal my shoes cuz I gotta be Hey, no, no, no, no. Hey, look, look, I've been talking about this shit because it's so funny I came out Christmas one day cuz Let me tell you I came out Christmas one day. Bam.     I'm like, oh, yeah, that's the day I turned I had to turn shit around I started stealing from everywhere and started coming home with everything after that cuz that's true That's my mama.  They got me some xj 900 I'm like, no, there's no way that I could go from wearing some nikes niggas to And now I'm running the niggas lockers and shit like that Pay attention to what your kids ask you for and try to do something around here You know I'm saying if you can't do it Do something around that like if I my mama would have just got me chucks instead of jays back then I'd have been like, I got my little chucks got a busty something with a name You know what I'm saying? But don't don't go. Give me no three for 20s.  No three for 20s. I want to say give your kid Or these parents need to teach their motherfucking kids how to go get what they really want Right. Give them some now buying them exactly what they want. Right. Give them some clothes and show them a Hustle right that's legal to be like if you really want them you do this five ten times Show them a hustle period. We're talking. We're talking about. I've never seen no hustle 11 I had a job at TN.  Hey look But you like you look like one of the niggas at school that sell candy to the I was I was selling Come on I'm from the bay Yeah, I wasn't selling that Was a candy Now work at the barbershop. Okay. You want your green up the hair? See niggas not giving out here like niggas don't be giving us nothing out here Like and we got so many niggas who call they sell. Oh geez who never gave us nothing. Yeah cause i'm oh gee No, you're not good. He not even give me good words Not even give me good game. Exactly nigga. I didn't learn how bro. I didn't learn how to hustle till I got out of jail and from facing life My daddy was my daddy was a hustler, but he was gone You get what i'm saying So if anybody would I'm a fast nigger If you would have if I'd have my big brother was gone because he tried to figure it out himself too Mm-hmm So niggas nobody taught me that so I thought I was thinking about catching a body I thought that I'm worried about status first I'm thinking about we as backwards. Yeah, that's true.  They didn't even really got nothing. You know I'm saying so luckily god blessed me again I'm like, oh that's a waste. Yeah, I'm saying so now niggas got you got to teach these kids Not for real. That's why you know, that's why I got on the shirt raised by og's not ig So I do want a cup of tea.  Yeah, I'm a professional nigger man. I you feel me I don't chase in my ducal man. You know what I was telling. I was telling my girl.  What do you I say see cut?  I said you got a box. I try to hurry up and switch the face and put your face on there And mine Under 26, uh, nigga name money bag rose on beat cut hit up How you just go that's what I'm saying say that again No, don't say it again. He's gonna need your face next.  It's a bag on the line, but there's a lot of money bags out there right now No, they isn't really only one as you know, right? But it's a gang of them niggas. Is it there's a lot of money bags, right? We just had a money bag Whatever one it is that I'm talking about because This must be another one out. No, no Like a regular nigga off the street that they just put me up again. So how did this fight come about? Everybody On my face, you gotta fight coming up on the 26th in arizona. Um Yeah Because that because it's so regular Yeah, I'm a squabble cut in My birthday two days after that. I'm just gonna get the bag real y'all love fighting bro. No, I don't none of more But you gotta fight coming up. I didn't I didn't volunteer. So how did this fight come about? It's a box as an MMA for summer is boxing, but for it's gonna be pay-per-view, but for some niggas Didn't want to see me box for so because you know, I'm a big nigga and I'm always on the internet I mean, I'm not always aggressive to nobody or But they like, you know niggas like to see it's like a real real life thing. Yeah, I carry myself like a gang So niggas want to see something exactly two three. I'm gonna show you something I'm the one you ain't gotta ask too many times if you put a He putting a bag up for me to fight I don't niggas do that for free. Yeah, you know I'm saying like so I'm like that's quick I'm not even thinking of it as a nothing. So y'all they had no problems or nothing No, he making fake problems on the internet right now, but I he I could tell He wants some cloud and I'm gonna give him what you want.  Well, what was it? It's the one you wouldn't think that's the nigga instagram.  So go ahead. He reached out to you like a I want to pay you to fight you Not him. It's a it's a network and uh some people and they reached out like first They wanted me to fight a nigga named Bosco But that never happened why not that business wasn't right and Bosco was popping it online.  Let me see Yeah, that's a nigga right there Can never box before. Why are you been in there? Why it's cut been in there? What are you from? Oh, he from he's from neighborhood Oh, okay. So you from out here and y'all gonna air them out here. So yeah, yeah, he Y'all crazy, bro. So it don't matter about weight class nothing like that.  Is you training for it? Yeah, I'll train everything Yeah Hold on. Let's get this straight up. I'm not training.  I ain't trained for real That's all right. I'm a I'm a pay to see that Oh, yeah, no, Southern Arizona is gonna be on pay a pay-per-view.  Yeah Couple days couple days. Yeah My brother's on the side. I say it when the 10 seconds he'll kill us. I would kill cut the last 10 seconds No cap Shout out money back rose though for even taking the fight You think if you lose that'll help without fecule rap career. I I I think You should stop even playing What about it's a possibility. No, it's not Hey, look, you might turn into a boxer. You said what you might turn into a boxer. Nick might say, hey, look, I got this $50,000 over here. That's all you know And do you think you feel the same way you feel no you sure I can tell you can tell you said I can tell You know, it's a I have a I got a connection. You know what I'm saying Hey A connection to what with with God. Yeah that let me know my opponent like, oh, this might be a challenge right here This might how he was how we were talking about earlier. I might not I might not be ready for this nigga right now But I know I can win if I I know I can do anything You know I'm saying that's the thing with me. I know I can do anything if I'm well prepared Exactly in this situation. I'm more prepared, but you think your opponent the person you fighting He know the truth. I think he know he gonna lose. I think that's on my daughter and all the rest of my kids. He know the truth Hey, I think I think he's willing see this I should be game This I should be dangerous because if two niggas walk like if two niggas walking to a situation It's like I'm not losing it's somebody lose.  You know when you about the I'm the nigga that everybody But you know when you're home, he about to fight and he about to fight this one and you like hey, you about to beat this niggas I'm now home.     Do you know what? Just in case niggas call me off to do Actually, I got heavy weight gloves. Um But damn, I just I'm supposed to go buy some new ones. Yeah, but it don't really matte look. Let me tell you let me tell you one thing I'm not cuz They say that's how I get a bonus. I knock him out. I'm a knocking I I need that money Yeah, no, no, I'm gonna try to knock him out so bad But don't don't slip up trying to focus on knocking the niggas out so fast. Let me tell you something I'm gonna catch us and louis Louis make sure you go viral. Remember. Remember you told me this remember put this clip together with it After I knock us out, right? I told you all right. And can we put this clip out say it the nigga did put it out right now No, but say if you want You can put it out. Can I put this clip and be like, let me tell you what this will flame Say One thing about it one thing about it. I'm a I'm a great.  Yeah, I rarely lose if a nigga I didn't been in real fights Yeah, and I didn't really bounce that with a nigga like, okay, cool. All right. So all right, cuz if that's what we was on like, but There's no way champ and there's no way only because I'm prepared You see what I'm saying. You're not you're not you're not this Disrespected on not taking your opponent serious. You I'm taking everything serious. Yeah. Yeah. I'm taking a nigga serious That's the thing about me when I get in there.  Oh mama I think he's a smoker. I know smokers forever my whole life So I know a smoker when I see one I'm putting cuz the bed You know I'm saying and even if I don't put it in and even if I don't put him to bed He's gonna touch your pockets on 23rd street. Rather. I keep the boxing technique or not. I've been had a squabble You know, I'm saying I fight hard niggas I fight hard. I can tell by your raps you fight. I saw my daughter. I fight hard.  I'ma go like I lose cuz chill chill out. Yeah. Yeah, I got it Y'all I retired from fighting man. I retired man. We run back to back phase when I'm from You know, I'm saying and my homie run your fade I'm gonna run you too, cuz and if your homie want to fade we're gonna run him too 23 me and him can get down and then after that I'm the type of nigga that All right, if I run into it with the enemies is three of them I don't babies if you don't as long as y'all give me fair fades. We're gonna run it back to back to back I'ma get out with him.  All right now. I'm getting nervous.  I'm animal like now because I'm in a cage Yeah, you know and I don't even know what's wrong with me too. Yeah, you need you need therapy I mean, that's that's what I get at home. What you think champ? What you selling? My brother called me ghetto yesterday I'll be hearing that at home that I'm ghetto All right, so That's cool because I know I'm ghetto That means the kelly kick back man. There's a place And on the west coast can we talk about one thing real fast? Got a couple projects coming up. Yeah, and I want to clear that up besides all the gang banging in the ghetto This you know I'm saying Besides my album cco coming out creeping every opportunity creating every opportunity I got a show coming out october 5th called future superstar on bt with nick canning By all the superstars coming out this way Then I got a show coming up right now that i'm deciding on when my boy is called the all stars. Um It's about all the hot artists in la all the niggas that I name We're gonna be in one house And it's gonna be in vegas. So and it's gonna be cracking and that starts september right now Vi magazine I'm on the cover of vi magazine september 4th. Yeah, talk about it.  You feel me grind till we rich That's my dog's side of baby tour.   It's a a lot of hard work. You feel me? No, I don't take no breath in between rounds I can run it back to back I'm proud of you man.  I'm talking about Billy DW flame in this thing Yeah, that's the kick back Man, we'll see you on another episode man. Thank you all love everybody That is there man


Mum and Dad noticed that I wasn't picking up noises or sounds on my right hand side and I went along to a specialist back then and it was diagnosed I was having a hearing loss. The hearing solutions that I tried didn't seem to help very much. It came a time where I just gave up as I got older and I just didn't use them. I couldn't pick up the sounds or the sounds I did pick up they were all muffled. So I gave up completely until I heard about the bone bridge. Music is pretty important to me it's something I've done right from the beginning of life really. It gives me a great deal of satisfaction, enjoyment. I love learning different instruments. My recent one is when the last five six years is the violin and that is one of the I'm told is one of the hardest ones to really try and grasp. It's something I wanted to do and I did it and I've been doing it now and I love it. I like playing with other people in different orchestras and things like that and that I find very satisfying. It is more enhanced I can you know see if I'm really out off pitch now whereas before I wasn't I wasn't quite hearing it. It's been exciting when I hear little things like I was sitting at the computer and my partner came along and he was eating banana. I could hear him eating this taking that bite and chewing and I said you're eating a banana. I said I'd like a bit of that please. I was surprised how how I got back into the workplace or just doing my normal things how how good it felt and how quickly I adapted to it. It was really really great. I work in an environment where there's a lot of people coming around you all the time wanting to know where certain places are. A lot of people have noticed how how quick I've been at responding to questions asked. It just makes it safer for me and for everybody else too if I pick up other noises like beds going by or something like that it really sort of helps I get out of the way. When you've got poor hearing and you've got environmental problems during the day like wind rain whatever and if you can't if you haven't got that stereo hearing you tend to not hear cars and a lot of things coming on your on the on your bad side to cross roads and to have cars coming on my right is it was a major a major problem for me and when I wore a hearing aid just a plain old hearing aid the wind the wind factor was just it whatever I tried never worked for me it was just hopeless absolutely hopeless or as soon as I got a bone breach well it's just magic absolutely magic it really was I it was one of the first things I commented on I can I can hear the cars coming on my right hand side and there's no wind I can't hear the wind I said it's brilliant so you know from then on I just I was so wrapped because that was one of my my major problems you know safety problems it just added a lot of a lot of confidence gave me made me feel good about you know what I was doing so it was great I loved it


Hello everyone, welcome to our session as part of the Open Infrastructure Summit 2020. Today we're gonna talk about run your Kubernetes cluster on open stacking productions. My name is Ramona Celor Rodriguez and we have today with us Anita Druckler and Frank Budin and we are product managers in the Cloud Platforms business unit of Redskirts. Let's start by a general vision of Kubernetes and the hybrid cloud and how the hybrid cloud powers Kubernetes. And when we think about what developers are doing with Kubernetes, they are developing applications. They care about that, about the experience when developing applications and they would like obviously to have a consistent experience across different platforms, right? They don't really care or not too much at least about the underlying platform, whether that is on Previx or on a public cloud and which one of them it is, as long as they can do all the tasks that they are used to do with Kubernetes. And in line with this, the open hybrid cloud concept again rests on four footprints essentially. One is bare metal, that means, you know, your cluster will be directly installed on bare metal nodes. Virtual, traditional virtualization, any of the popular platforms for traditional virtualization. It's another very successful and popular footprints. And private clouds, which is one we're gonna talk about today and public clouds, obviously, but always remembering that containers are hosting applications and the developers doing this really want consistency across the four footprints. And Kubernetes has been pretty good at doing that. Kubernetes, along with CoreOS, in this case, allowing us to do deployments on different types of footprints and keeping the experience as consistent as possible. So as I said today, we're gonna be talking about Kubernetes on OpenStack. OpenStack is our private cloud infrastructure private cloud infrastructure that is going to allow us to provide this consistency that we're talking about or the experience that we want to offer to our developers with Kubernetes. And start by, why Kubernetes on OpenStack? Well, as I said, Kubernetes is workload-driven. What we care about as developers using Kubernetes is about the workloads. We love Kubernetes. We really like to do very sophisticated or simple things with Kubernetes through its API, CLI, but in the end, what we are doing is working on our workloads, right? But at the same time, Kubernetes and OpenStack are deeply integrated. This integration is the result of years of work that we've been doing to make Kubernetes consume OpenStack resources properly, to be able to understand what these resources are and how to use them in a programmatic way, actually, which is another of the advantages that we have when integrating these two platforms. OpenStack is 100% API-driven, and when working on this integration, in reality, what we are doing is Kubernetes as the consumer, as the client, is using the APIs to request requirements of compute, storage, network, anything that you may need for the applications that you are developing. And then more things then about OpenStack itself, OpenStack is a platform designed to scale out. So in the private cloud, when you are using OpenStack, chances are that one of the main reasons is because of its scalability, right? It has been designed to scale across all the data center and make an abstraction layer of all the infrastructure that you have in your data center, storage, compute, networking, all of it is made, say, standard so that you can consume it in a standardized way. And in this case, OpenStack makes this abstraction layer to be consumed by Kubernetes. And this stack is on top of Linux, which is a solid foundation. Here I mentioned Redcat and Christ Linux. This is the Linux we are the most used to work with at Redcat for sure. And it's a solid foundation above which the rest of the stack rests and we can have the peace of mind that this gives us. Here we can see the three main integration points more in detail. Compute on the left is used to deploy, scale, manage the instances, whether they are virtual machines or physical machines, provided by OpenStack, right? And here you can see Nova and Ironic. Nova is handling, well, these instances, Ironic more specifically with their metal nodes. And this is yet again another example of how to consume OpenShift, how OpenShift is consuming OpenStack resources. And if we move to the middle, we have the storage integration. Storage is used by the containers, the pods themselves when they are creating persistent volumes and how do they consume that? Well, OpenStack exposes access to persistent volumes by a cylinder. The same goes for the registry, for example, where it is common to use Swift object storage provided by OpenStack. And when we move to the network, again, OpenStack exposes not only the networks themselves, every network is a resource that can be consumed by the OpenStack clients of Kubernetes in this case, but also load balancing as a service. And then we have an integration point that you can see here that's called Courier that optimizes the performance of the traffic between pods. We will see a little bit more of that later. Later meaning now. Courier Kubernetes, the CNI for OpenStack. So Courier is the technology that improves the network performance of pods running on OpenStack. And Courier itself uses the Kubernetes container network interface, CNI. And essentially what it does is it uses Neutron with any SDN, any plugin that Neutron might be using, but it will use the standard Neutron APIs and it will connect the pods with the VMs through Neutron. And what does that achieve? Well, example, East-West traffic is greatly improved. And the reason, the main reason is OpenChift Kubernetes, it use VXLand tunneling to communicate the pods between them and pods in different physical nodes. And OpenStack does exactly the same, by default Neutron will use VXLand tunnels in the networks that are available for the virtual machines. What Courier knows is how Neutron does that, how OpenChift or Kubernetes does that, and then it connects the two, in this case, VXLand terminal endpoints to make one tunnel instead of using the tunnel that you have in OpenStack and then fit another tunnel in it, another VXLand tunnel with the level encapsulation that we have experienced to be, if not problematic, not very efficient. Now, I wanted to share with you a reference architecture as part of this introduction that you can read online. Here you have a URL. And in this reference architecture, we have added what we see as the base to build your OpenShift and OpenStack infrastructure, including everything from the networking to the storage. And obviously you will have to adapt to your topology, to your requirements. Reference architecture is that reference, but it's a solid one and I would say a very comprehensive one and the best one we've done so far based on OpenShift 4.4 and Redcat OpenStack platform 13 or 16 both. And well, I wanted to share with you in general the strategy and vision of Kubernetes when running on OpenStack. And one of the areas that we are putting the most work on is the deployment user experience. We need to continue improving the user experience when you deploy OpenShift on OpenStack. Kubernetes on OpenStack. And obviously we need to add as many use cases as our customers need being reasonable. And at the same time, always trying to simplify the installation workflows, making all the decisions that we should be making for you rather than exposing 1,000 different flags for you to look at and decide what to do with them. Another area of focus is the interaction with bare metal. Remember that OpenStack allows you to manage bare metal nodes. And we want OpenShift to be able to take advantage of this functionality. And this opens the door for a number of use cases, right? Customers, users who rely or want to use SRIOV and NVME, GPUs, FPGAs, or simply any performance and CTFabs, they will rather run on bare metal nodes. That's what we are learning from the users using this stack. And another important area of focus that we're going to touch on these today is the Telco Edge use cases. OpenStack itself is the most popular platform in Telco and OpenShift and OpenStack is a strategic for many of such users, right? So at the moment, I try to express in this diagram below what users are wanting is to use VNFs and CNFs together. Right now, there are many VNFs being run on top of OpenStack. And many people are starting to use CNFs running on OpenShift, which in turn can run on OpenStack. And this stack with both of them running at the same time and exposing capabilities that are addressed to these type of use cases. For example, distributed compute nodes, access to SRIOV devices from the containers directly is something that's strategic for these customers and for our vision as well. And to finish, well, you can try this now. Go to this URL, cloud.com, OpenShift, install OpenStack and you can start today. And with that, I'll pass it on to Anita. Thanks, Ramon. And welcome, everyone. I will be covering Kubernetes and OpenStack architecture with career. In this example, OpenStack implements the networking for Kubernetes and the use case we've taken is with OVN as the SDN option. OVN is handling tenant networking with overlays and DVR. External connectivity is supported with floating IPs using that. And OVN provides DHCP services, distributed DHCP services, network policy using OVN security groups with contract and east-west load balancing with OpenStack's Octavia solution. Cubeproxy is disabled in this use case. Looking at Kubernetes with OpenStack networking and the options available. If you're using career with tenant networks or another option is using provider networks. If you're using career and you have OpenStack tenant networking, then you're using VLAN trunking for all east-west traffic. This is to avoid the double encapsulation and to also support multi-tenancy in the worker node. Every worker node will have VLAN trunks with trunk ports identifying which pod with segment IDs and VLAN IDs for each pod. Here's an example on how to set this up with the installer. You would need to create a worker port on the worker VM and then create a trunk port on this port and then set up floating IPs for the VM for external connectivity, add supports for the trunk port to support pods with segmentation ID or VLAN ID to identify each pod. Now let's look at the next option which is provider networks when you're running Kubernetes and OpenStack. This is for use cases where you don't want to use floating IPs or NAT or you have external load balancers and you want to avoid overlays in the infrastructure. Let's look at what we have today with the automated installer provisioned infrastructure which is the IPI installer. This requires a floating IP for external connectivity. You have an alternative today to use a provisioned infrastructure as well where you bring your own infrastructure and then install Kubernetes OpenShift on top of that and that allows you alternatives. But with the IPI installer with OpenShift 4.5, we've added bring your own external connectivity or your external load balancer and with OpenShift 4.6, we have now support for no floating IPs with provider networks. You can avoid NAT and career is not needed in this use case and there is no overlay provided by the infrastructure. Everything is provided as the example shows here using your top of rack as your gateway and we have a provider network of VLAN 101 where your compute and your parts are on the same network. So if you're using East-West traffic, you can use OpenShift's default overlay networking which will create over the provider networks. As shown above, you can use standard overlay as an option and you can have your external load balancer as an option as well. So as an option to Kube Proxy, if you're using Kube Proxy, that would be the default for East-West with overlays and if you had an external load balancer, you can have both in your North-South traffic as well as your East-West traffic using your external load balancer. As we said, the top of rack is the gateway and you need to ensure connectivity for both your OpenStack and your OpenShift or Kubernetes API. There is some manual API configuration needed in this use case. Let's look at East-West load balancer options. With the default SDN, you have Kube Proxy and your alternatives are, you can use with Courier OpenStack's Octavia Amphora and Courier has an option for Octavia OVN. The option for Octavia OVN was added recently in the train release and it has some limitations like there are no health monitoring options which relies on Kubernetes for health checks and it's only recommended for East-West layer four services not layer seven where you need more ingress-like services from Amphora. Let's look at this example where an app one web service needs to communicate with a backend app two database service. In this case, for load balancing, you have with Octavia two options. You have the Amphora option where a Amphora VM needs to be spawned for every tenant and then your traffic needs to be routed to the Amphora VM and then load balance to the destination part. This adds overhead both on the control plane for spawning the VM and latency on the data plane. And an alternative to that is using the OVN load balancer where all of the load balancing happens on the node itself without the extra hop or the latency, control the latency for spawning VMs. Let's look at the performance comparison for a use case where you're running part to service to part and your parts are on different hypervisors. In this use case, you can see with throughput performance, there are three options. You have your default OpenShift SDN with double encapsulation. And you have Courier with Amphora, Octavia Amphora and Courier with Octavia OVN. And you can see for throughput performance, Octavia OVN has the best performance, but when you're looking at DCP request responses, and you can see over here that the Courier Amphora option has a higher latency overhead because of the extra hop. Let's look at network policy implementation with where every Kubernetes network policy gets translated to an OpenStack security groups and eventually to OVN ACLs. And there have been improvements at the OVN ACL level. In Kubernetes, pods are transient. There's constant churn, pods are being added and removed as needed. And network policies and security groups need to be updated all of the time. OVN ACLs need to be updated on nodes as churn happens. The new feature being added to OVN is incremental processing, where you have only those nodes that are affected need to recompute their logical flows. And this has improved CPU and reduced latency by over 50%. Let's look at OVN ACL improvements for multi-tier security. In this use case, you have a front-end web server that goes through a business application logic and then finally accesses the backend database server. We wanna add an ingress security group for the database server to only allow the business application to talk to the database server. The front-end or any other application is not allowed to directly talk to the database server. In this use case, you can use new features added to OVN called remote port groups and address sets. Each port group is an application tier. And for example, a port group is added for the database application as well as a port group is added for the business application logic. When a part is created, it is associated with the appropriate application tier port group. And OVN ACLs are now attached or added to the port group directly and don't have to be added to the logical switch or network or port. And at the same time, we have address sets being created which include IB addresses for all the ports in that port group. These are automatically created for each port group so that you can perform match actions on that ACL more quickly. And every time a port is added or deleted, you just need to remove it from the port group. You don't need to go to each of the logical switches and update. This has improved efficiency in the creation and deletion and management of OVN ACLs and network policy by over 50%. Thank you, that's all for me and I will hand off to Frank. Thanks, Anita. Let's have a look at the Telco use case. 5G is pushing for cloud native network functions meaning that network functions implemented so far as virtual machines in the context of 4G are now expected to run as containers on bare metal. However, not all network functions are going to be containerized. For instance, existing 4G VNF are not planned to be containerized. In that context, as 4G is here to stay for years, what are the options to run 4G and 5G? Meaning VMs orchestrated by OpenStack and containers orchestrated by Kubernetes. We foresee three options represented on this slide, from left to right. First option is to run side-by-side clusters, one cluster per type of workload. Second option in the middle is to run Kubernetes as an OpenStack workload within virtual machines. Third option on the right is to run OpenStack virtual machines as Kubernetes workload, thanks to CubeVeat. Let's zoom in the middle option in the following slides. Running Kubernetes inside virtual machines provide all of the benefits of a private cloud to the Kubernetes cluster and to the containers it orchestrates. First one is to abstract Kubernetes from the underlying hardware, which is virtualization most obvious benefit. Then the network interconnection between containers and virtual machines is taken care of by Neutron. Even the interconnection between multiple Kubernetes clusters hosted on the single OpenStack cluster. This is very handy for CNF development as each and every developer can get its own set of Kubernetes clusters and experiment various network configuration without needing access to dedicated physical servers. Finally, the container data plane performance is identical to bare metal performances. And we demonstrated this live on stage last year in Denver at Open Infrastructure Summit. Let's take the example of a Kubernetes cluster needing to be connected to three networks in a virtual radio access network, for instance. We need to connect the Kubernetes cluster to three different networks and we need to connect multiple pods on those networks. Here is how we proceed. We boot an OpenStack virtual machine with as many Neutron pods as needed to connect all of the pods on the three network. A single management interface using overlay will be used and one Neutron port per pod for the front hole and for the mid-hole networks. Each and every Neutron port is incarnated inside the VM as a PCI device. So we just need to configure the proper CNI for those PCI devices. The primary CNI on the management interface and SRIOV device plugin for all others because, again, each Neutron port is a PCI device inside the VM. This solution permit to associate any Neutron port numbers with any Neutron port type to pods. It can be OVSMN to pods based on OVSTC flower hardware offload or OVSDPDK. It can be SRIOV. It can be any SDN plugin that Neutron supports. The mapping between Neutron networks and Kubernetes custom resources is realized thanks to Novart device world-tagging feature. Each and every port has an associated tag which is a free chain of character. And we can retrieve the tags associated to a given Neutron pods in the OpenStack metadata as you can see on the slide. So we just need to pass the virtual machine metadata to create the corresponding Kubernetes custom resources. We have demonstrated before COVID live on stage last year in Denver how to create one pod connected to one Neutron OVSDPDK port and to one Neutron SRIOV port. And we demonstrated, again, live on stage, bare metal performances. In that case, around four millions of packets per second with a single OVSDPDK core. So as a conclusion, I would say that OpenShift on OpenStack is definitely ready for any kind of use case, including the most stringent, telco and mission critical applications. Thanks for attending this session.