Karpenter vs Kubernetes Cluster Autoscaler

Ғылым және технология

How is Karpenter different from the cluster autoscaler?
We'll show some of the differences here and you can read more at karpenter.sh
#kubernetes #aws #karpenter

Пікірлер: 81

  • @andrewmosiane3709
    @andrewmosiane37092 жыл бұрын

    "Crash Back Loop" hahaha. Thank you so much Justin.

  • @raulsalamanca6373

    @raulsalamanca6373

    2 жыл бұрын

    haha!

  • @user-iq6um7dc5w
    @user-iq6um7dc5w9 ай бұрын

    loved the way you explained the arguably very confusing topic, a very unique and fun approach for explaining difficult concepts.

  • @cloud-vietnam
    @cloud-vietnam Жыл бұрын

    Thank you for making technical explanations fun and easy to digest

  • @mightGalaxyBlackhole
    @mightGalaxyBlackhole5 ай бұрын

    Wow! I appreciate the time you took to make this very practical. Those balls of various sizes and the bows made a better impact to my understanding of the involved dynamics. Great video

  • @laurentchriqui138
    @laurentchriqui1382 жыл бұрын

    Amazing video! You made everything so crystal clear and fun!

  • @diogoelias5700
    @diogoelias57009 ай бұрын

    The best explanation I could have heard!!! AMAZING!

  • @JoshuaMcQueen
    @JoshuaMcQueen2 жыл бұрын

    This video is fire. Thanks Justin for taking the time to dumb down / explain for the layman. Nice job

  • @gumtea
    @gumtea Жыл бұрын

    Thanks Justin for making it so easy to understand. Cheers 😊

  • @bhaskar6705
    @bhaskar6705 Жыл бұрын

    Amazing Garrison , great explanation and easy to understand everyone

  • @joshreji7510
    @joshreji751010 ай бұрын

    A well thought out video. thank you for your fantastic attempt to explain this concept

  • @PrakashReddyK
    @PrakashReddyK9 ай бұрын

    Thank you for all your efforts , this is the best explanation , how exactly I can understand visually, keep it coming with more concepts please

  • @ankkitraj2625
    @ankkitraj26252 ай бұрын

    wow never saw anyone explaining complicated stuff with this aproach great video..

  • @SunitRandhawa
    @SunitRandhawa2 жыл бұрын

    Thanks for explaining with such an easy demonstration

  • @lokeshm1505
    @lokeshm1505 Жыл бұрын

    Excellent explanation, thanks for your efforts in thinking different way to explain this concept!

  • @sadoknet
    @sadoknet2 жыл бұрын

    Great explanation! love the demo!

  • @drumming-yossi
    @drumming-yossi2 жыл бұрын

    Genius. Best ever sw demo I have ever seen.

  • @anilmavarkar4
    @anilmavarkar4 Жыл бұрын

    Great explanation! crystal clear and fun

  • @thetechcentre
    @thetechcentre Жыл бұрын

    the point is very clear, thanks for the video.

  • @user-dk8is7iw1q
    @user-dk8is7iw1q Жыл бұрын

    Perfect high level explanation!

  • @soumyadipchatterjee2267
    @soumyadipchatterjee22674 ай бұрын

    Best in the best Explanation ❤😊

  • @colochoghost86
    @colochoghost863 ай бұрын

    thanks, very creative the way how you explain the things.

  • @david2358
    @david2358 Жыл бұрын

    Subscribed for the effort you put in 👍

  • @shamstabrez2986
    @shamstabrez2986 Жыл бұрын

    awesome man u taught over the streets like a frnd taught us

  • @bhuvanchandmaddi800
    @bhuvanchandmaddi800 Жыл бұрын

    Amazing explanation man

  • @HafizAqibFaizi
    @HafizAqibFaizi Жыл бұрын

    Awesome explanation! Nice to see your 100 pods node :P . Thanks Justin.

  • @zhangpeng5938
    @zhangpeng59386 ай бұрын

    Good. I learned the difference between a karpenter and CA.

  • @rogerior315
    @rogerior315 Жыл бұрын

    Amazing explanation! 👏👏👏

  • @ilkinmammadzada5126
    @ilkinmammadzada512611 ай бұрын

    excellent explanation!

  • @eswarduraisamy1307
    @eswarduraisamy130710 ай бұрын

    Awesome and nicely explained🎉

  • @miguelsarmiento9268
    @miguelsarmiento92689 ай бұрын

    video is amazing very easy of understand.

  • @abdullahmustaqeemsketches
    @abdullahmustaqeemsketches Жыл бұрын

    Very very well explained.

  • @chengjohnny5228
    @chengjohnny52288 ай бұрын

    This is a fun and amazing explanation. I could not stop laugh when a ball fell out and he said 'crashbackloop' 😁

  • @dirien
    @dirien2 жыл бұрын

    Very cool and funny explanation!

  • @MaxDevil1989
    @MaxDevil19899 ай бұрын

    amazing explanation

  • @anishkumar-pz6bl
    @anishkumar-pz6bl2 жыл бұрын

    Such a awesome job.

  • @__nathan
    @__nathan Жыл бұрын

    Woooooo "Crash Loop Back" killed me. That was fantastic.

  • @KarthikShanmugamkoundy
    @KarthikShanmugamkoundy2 жыл бұрын

    Wow !! Simple and easy explanation. Thanks.

  • @frankfan4029
    @frankfan40292 жыл бұрын

    such a clever way to explain a complex concept! Thanks Justin. I got the point that Karpenter doesn't rely on pre-configured instance type. I am curious how Karpenter will determine the instance type. Will it just choose few big instances instead of many small instances for the unscheduled pod ?

  • @TheMeowex

    @TheMeowex

    2 жыл бұрын

    From what I understood and tried, it goes by batches. So if you come with a lot of pods to schedule at once it will fit them all in a big instance, if you come with a few pods at once it will take a smaller instance. According to resource requests it will choose a bunch of satisfying instance types and ask aws for the cheapest. Test done by scaling a basic nginx deployment to different numbers: With 30 replicas, karpenter spins up a t3a.small eks node. With 100 replicas, karpenter spins up a c4a.4xlarge eks node. Keep in mind that there's also the node pod capacity that can induce new nodes creation even if there are available resources (I was surprised it needed a new node for nginx pods with all the available CPU & mem, but turns out the m6g.medium instances I was using have an 8 pod limit capacity)

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    It will find the cheapest available instance type based on the workload requirements and batch size. With cluster rebalancing it'll even calculate what has changed and make sure the cluster is running with optimal utilization and low cost

  • @sureshadapa7194
    @sureshadapa719410 ай бұрын

    Super explained

  • @mranonymous_4728
    @mranonymous_47285 ай бұрын

    This is most easy explanation i ever saw ever for Karpenter, keep up the good work !

  • @thiyagarajan_elangovan
    @thiyagarajan_elangovan2 жыл бұрын

    wow.. nice demo :-).. great..

  • @hilal890
    @hilal8902 жыл бұрын

    Amazing!

  • @flavb83music
    @flavb83music Жыл бұрын

    You're fantastic.

  • @heyjiqing2754
    @heyjiqing27542 жыл бұрын

    Amazing

  • @snygg-johan9958
    @snygg-johan99582 жыл бұрын

    Very nice! Does it also work with hpa during high loads?

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Yep! HPA creates new pods. The scheduler will try to place them. If it fails Karpenter will create new nodes.

  • @thePribs
    @thePribs2 жыл бұрын

    Justin, this was an amazing explanation. I have a doubt though. Does Karpenter also re adjust pod placement on nodes for better utilisation of nodes and to conserve space and cost during auto scaling ?

  • @shivacool27

    @shivacool27

    2 жыл бұрын

    Not for now.

  • @TheMeowex

    @TheMeowex

    2 жыл бұрын

    The node expiration does it indirectly: when an underused node is terminated by karpenter upon expiration, the pods to reschedule will use an existing node if available capacity, if not it will recreate a node accordingly.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Node consolidation is out now kzread.infoxX3aBgpY3B4?feature=share

  • @moryosef5423
    @moryosef5423 Жыл бұрын

    very nice video.

  • @walkoutvasu1
    @walkoutvasu1 Жыл бұрын

    Great explanation about Karpenter and Cluster Autoscaler. Can you let me know for an EKS cluster having both Karpenter and Cluster Autoscaler enabled at the same time, will there be a race condition between them to scale or de-scale instances when there is huge Unscheduled pods or Unused nodes to terminate.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Yes, if you don’t limit the scope of nodes Karpenter or CAS are controlling you will have race conditions. You can do that by specifying node groups for CAS and provisioner labels for Karpenter

  • @rishabhmaurya4169
    @rishabhmaurya4169 Жыл бұрын

    thanks bro

  • @KevinHoman
    @KevinHoman2 жыл бұрын

    Where do I get that Infinidash t-shirt? Great video BTW

  • @riteshshetty6797
    @riteshshetty67972 жыл бұрын

    WOW just WOW

  • @ranjitpradhan7915
    @ranjitpradhan79152 жыл бұрын

    Oops "crashloopbackoff"! That was hilarious.

  • @abdi14
    @abdi14 Жыл бұрын

    Great video thanks. But that last example you have shown goes against the high availability concept since it is a single point of failure.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    For some workloads a single point of failure is acceptable. With Karpenter it’s up to the application to decide

  • @PhaseTw0
    @PhaseTw0 Жыл бұрын

    This guy has balls

  • @user-dw3vk6ji1i
    @user-dw3vk6ji1i Жыл бұрын

    @Justin Garrison I watched a video for you where you demoed Karpenter. You said something about a blog for a company called strike or spike that reduced cost by using on demand ec2 for their baseline workloads and spot for what exceeds that. Can you share a link for that?

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    I remember reading that article but don’t remember the company, sorry

  • @user-dw3vk6ji1i

    @user-dw3vk6ji1i

    Жыл бұрын

    @@JustinGarrison no worries, thank you for your response, do you happen to remember any useful docs that shed light on how to set a provisioner to handle your baseline workloads with on demand instances and provision spot instances for what exceeds that?

  • @ehsanShirzadi
    @ehsanShirzadi Жыл бұрын

    City is in fire and you are recording a tutorial 😁

  • @JackReacher1
    @JackReacher1 Жыл бұрын

    So the difference is Karpenter (talks to nodes) vs Cluster Autoscaler (talks on nodegroup level)?

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Roughly, yes. There’s a lot of assumptions made with node groups and more control (and requirements) talking to nodes

  • @joeblue241
    @joeblue2412 жыл бұрын

    Is it possible to use Karpenter with "kubeadm k8s cluster", other than the EKS.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Yes, it works with any Kubernetes cluster running in AWS (not just EKS)

  • @joeblue241

    @joeblue241

    Жыл бұрын

    @@JustinGarrison Thanks for the info.

  • @lunno64
    @lunno64 Жыл бұрын

    So so Aws

  • @gabrieldavidorozcourrutia7589
    @gabrieldavidorozcourrutia7589 Жыл бұрын

    I was at work and nobody belived in me when I said I was studying

  • @danielhd6719
    @danielhd6719 Жыл бұрын

    What about a situation when someone fucks up their deployment manifest and deploys to cluster ? As an administrator I have cost constraints on top of business requirements and on top of devs requirements. And as a K8S Operator of Multi-Tenant clusters you have to make sure the workloads have strictly defined requests and limits that match what you signed with customer -> you can use OPA for that but still deploying something without "Why" question is open for abuse. If you deploy something that just looks at workload and provisions without asking a "why the fuck you need 50 RTX3090 EC2?" instances -> you are a great source of exploitation.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    The provisioners can set limits in multiple dimensions. You can set caps at instance types, total number of CPU/memory and other options. It's possible to set up provisioners per namespace (if that's how dev teams are separated) and restrict what instances teams can deploy

  • @everettkleven9086
    @everettkleven9086 Жыл бұрын

    CRASHLOOPBACK!!! LOL

  • @jiaruitian677
    @jiaruitian6776 ай бұрын

    oh, sorry, I just keep worrying you would run out the balls 😂

  • @J.erem.y
    @J.erem.y Жыл бұрын

    This video is a serious take on the current state of technology? What could go wrong... This is like needing surgery, and someone in a clown outfit is your surgeon and he explains things by squeaking his nose and juggling balls.

  • @JustinGarrison

    @JustinGarrison

    Жыл бұрын

    Everyone learns differently and have you ever seen Bill Nye, Alton Brown, or Patch Adams?

Келесі