Generative AI on Kubernetes

Kubernetes Bytes

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محتوای ارائه شده توسط Kubernetes Bytes, Ryan Wallner, and Bhavin Shah. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Kubernetes Bytes, Ryan Wallner, and Bhavin Shah یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

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We're trying something different this week: a full post-show breakdown of every episode in the latest season of Black Mirror! Ari Romero is joined by Tudum's Black Mirror expert, Keisha Hatchett, to give you all the nuance, the insider commentary, and the details you might have missed in this incredible new season. Plus commentary from creator & showrunner Charlie Brooker! SPOILER ALERT: We're talking about the new season in detail and revealing key plot points. If you haven't watched yet, and you don't want to know what happens, turn back now! You can watch all seven seasons of Black Mirror now in your personalized virtual theater . Follow Netflix Podcasts and read more about Black Mirror on Tudum.com .…

حدود یک سال پیش 1:15:56

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In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin sit down with Janakiram MSV - an advisor, analyst and architect to talk about how users can run Generative AI models on Kubernetes. The discussion revolves around Jani's home lab and his experimentation with different LLM models and how to get them running on NVIDIA GPUs. Jani has spent the past year becoming a subject matter expert in GenAI, and this discussion highlights all the different challenges he faced and what lessons he learnt from them.

Check out our website at https://kubernetesbytes.com/

Episode Sponsor: Elotl

https://elotl.co/luna
https://www.elotl.co/luna-free-trial

Timestamps:

02:02 Cloud Native News
15:31 Interview with Jani
01:11:00 Key takeaways

Cloud Native News:

https://www.techerati.com/press-release/octopus-deploy-acquires-codefresh-to-boost-kubernetes-and-cloud-native-delivery/
https://www.civo.com/blog/kubefirst-joins-civo
https://cast.ai/kubernetes-cost-benchmark
https://www.techradar.com/pro/vmware-customers-are-jumping-ship-as-broadcom-sales-continue-heres-where-theyre-moving-to
https://cloudonair.withgoogle.com/events/techbyte-making-ai-ml-scalable-cost-effective-gke
https://dok.community/dok-events/dok-day-kubecon-paris/
https://training.linuxfoundation.org/certification/certified-argo-project-associate-capa

Show Links:

https://www.youtube.com/janakirammsv
https://www.linkedin.com/in/janakiramm/
- NVIDIA Container Toolkit - https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html
NVIDIA Device Plugin - https://github.com/NVIDIA/k8s-device-plugin
NVIDIA Feature Discovery - https://github.com/NVIDIA/gpu-feature-discovery
Hugging Face Text Gen Inference - https://huggingface.co/docs/text-generation-inference/index
Hugging Face Text Embeddings Inference - https://huggingface.co/docs/text-embeddings-inference/index
ChromaDB - https://www.trychroma.com/

88 قسمت

#Tech #Bhavin Shah #Ryan Wallner #Kubernetes Bytes #Kuberentes #Cloud IT #CONTAIN #Cloud Native #Software

Generative AI on Kubernetes

Kubernetes Bytes

32 subscribers

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

Check out our website at https://kubernetesbytes.com/

Episode Sponsor: Elotl

https://elotl.co/luna
https://www.elotl.co/luna-free-trial

Timestamps:

02:02 Cloud Native News
15:31 Interview with Jani
01:11:00 Key takeaways

Cloud Native News:

https://www.techerati.com/press-release/octopus-deploy-acquires-codefresh-to-boost-kubernetes-and-cloud-native-delivery/
https://www.civo.com/blog/kubefirst-joins-civo
https://cast.ai/kubernetes-cost-benchmark
https://www.techradar.com/pro/vmware-customers-are-jumping-ship-as-broadcom-sales-continue-heres-where-theyre-moving-to
https://cloudonair.withgoogle.com/events/techbyte-making-ai-ml-scalable-cost-effective-gke
https://dok.community/dok-events/dok-day-kubecon-paris/
https://training.linuxfoundation.org/certification/certified-argo-project-associate-capa

Show Links:

https://www.youtube.com/janakirammsv
https://www.linkedin.com/in/janakiramm/
- NVIDIA Container Toolkit - https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/index.html
NVIDIA Device Plugin - https://github.com/NVIDIA/k8s-device-plugin
NVIDIA Feature Discovery - https://github.com/NVIDIA/gpu-feature-discovery
Hugging Face Text Gen Inference - https://huggingface.co/docs/text-generation-inference/index
Hugging Face Text Embeddings Inference - https://huggingface.co/docs/text-embeddings-inference/index
ChromaDB - https://www.trychroma.com/

88 قسمت

#Tech #Bhavin Shah #Ryan Wallner #Kubernetes Bytes #Kuberentes #Cloud IT #CONTAIN #Cloud Native #Software

همه قسمت ها

Kubernetes Bytes

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Database as a service with Percona Everest 1:02:44

۷ weeks پیش1:02:44

1:02:44

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin sit down with Edith (Edi) Puclla, Technology Evangelist at Percona to talk about Percona Everest. The conversation focuses on Percona's investment in the Open-source ecosystem, and how they keep innovating with Percona Monitoring and Management and Percona Everest. The discussion also dives into how the community is expanding and supporting more use cases with Data on Kubernetes and AI on Kubernetes. Check out our website at https://kubernetesbytes.com/ Cloud Native News: http://businesswire.com/news/home/20250227229731/en/Veeam-Releases-Kasten-for-Kubernetes-v7.5-Elevating-its-1-Data-Resilience-Market-Position-with-Enhanced-Security-and-Modern-Virtualization/ https://www.developer-tech.com/news/kubescape-achieves-major-milestone-in-open-source-kubernetes-security/ https://thenewstack.io/postgresql-operator-cloudnativepg-hits-the-cncf-sandbox/ https://backendnews.net/tenable-report-finds-security-gaps-in-kubernetes-environments/ https://www.infoworld.com/article/3832760/red-hat-openshift-improves-virtualization-support.html https://edera.dev/stories/series-a - https://www.datastax.com/blog/ibm-plans-to-acquire-datastax Show links: https://github.com/percona/pmm https://github.com/valkey-io/valkey https://github.com/percona/everest https://github.com/percona/percona-server-mysql-operator https://github.com/percona/percona-server-mongodb-operator https://github.com/percona/percona-postgresql-operator https://forums.percona.com/ https://github.com/percona https://www.cncf.io/blog/2024/06/28/celebrating-10-years-of-kubernetes-the-evolution-of-database-operators/ https://dok.community/ https://www.linkedin.com/in/edithpuclla/ Timestamps: 00:07:40 Cloud Native News 00:17:40 Interview with Edith 00:58:05 Key takeaways…

Kubernetes Bytes

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KubeCon NA 2024 News Recap 58:24

17 weeks پیش58:24

58:24

Join Bhavin Shah and Ryan Wallner for a recap of announcements and news from KubeCon North America 2024. Check out our website at https://kubernetesbytes.com/ https://www.businesswire.com/news/home/20241119538933/en/Spectro-Cloud-Closes-75m-Series-C-Led-by-Growth-Equity-at-Goldman-Sachs-Alternatives https://northflank.com/blog/northflank-raises-22m-to-make-kubernetes-work-for-your-developers-ship-workloads-not-infrastructure https://snyk.io/news/snyk-acquires-developer-first-dast-provider-probely/ https://www.nutanix.com/blog/introducing-nutanix-enterprise-ai https://thenewstack.io/stacklok-donates-minder-security-project-to-openssf/ https://www.prnewswire.com/news-releases/akamai-launches-cloud-agnostic-ready-to-run-application-platform-302302446.html https://www.businesswire.com/news/home/20241112064093/en/Loft-Labs-Introduces-vCluster-Cloud-a-Managed-Solution-to-Simplify-and-Reduce-Costs-of-Kubernetes https://cloud.google.com/blog/products/containers-kubernetes/gke-65k-nodes-and-counting https://www.veeam.com/resources/wp-whats-new-veeam-kasten-for-kubernetes.html https://www.netapp.com/blog/trident-24-10-best-storage-kubernetes/ https://podman-desktop.io/blog/2024/11/14/podman-desktop-cncf https://aws.amazon.com/blogs/aws/streamline-kubernetes-cluster-management-with-new-amazon-eks-auto-mode/ https://aws.amazon.com/about-aws/whats-new/2024/12/amazon-eks-hybrid-nodes/ https://thenewstack.io/kueue-can-now-schedule-kubernetes-batch-jobs-across-clusters/ https://cloudnativenow.com/kubecon-cnc-na-2024/solo-io-donates-api-gateway-to-cncf-to-advance-kubernetes-connectivity/ https://blocksandfiles.com/2024/11/08/tintri-unveils-kubernetes-container-storage-interface-for-streamlined-management/ https://www.sdxcentral.com/articles/stringerai-announcements/kubiya-launches-captain-kubernetes-ai-tool-for-simplifying-kubernetes-management/ https://cloudnativenow.com/topics/cloudnativedevelopment/application-dev/cncf-automates-kubernetes-secops-with-kyverno/ https://www.cncf.io/announcements/2024/11/15/cloud-native-computing-foundation-expands-certification-to-platform-engineering-and-more/ https://training.linuxfoundation.org/platform-engineering-programs https://cloudnativenow.com/topics/cloudnativedevelopment/cncf-kubevirt-v1-4-vms-are-now-just-another-kubernetes-resource/ https://kubevirt.io/user-guide/release_notes/ kubernetes.io/blog/2024/12/11/kubernetes-v1-32-release/ https://thehackernews.com/2024/12/296000-prometheus-instances-exposed.html?utm_source=tldrdevops…

Kubernetes Bytes

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Increasing AI adoption using Kubernetes 52:03

19 weeks پیش52:03

52:03

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin talk to Tobi Knaup, VP and General Manager of Cloud Native at Nutanix about all things Kubernetes and AI. The discussion focuses on how Kubernetes has evolved since the early days, and why it's architecture is a perfect fit for accelerating adoption of AI workloads inside organizations. Check out our website at https://kubernetesbytes.com/ #kubernetes #aimodels #AIonKubernetes #machinelearning #hybridcloud #multicloud #modeltraining…

Kubernetes Bytes

1
Monolith to Microservices using Kubernetes at Guidewire 1:06:28

23 weeks پیش1:06:28

1:06:28

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin sit down with Diego Devalle and Anoop Gopalakrishnan from Guidewire to talk about how they went through an application modernization journey and adopted Kubernetes and cloud over the last 5 years. Diego and Anoop share their experiences around how they drove this modernization inside Guidewire by both championing organizational change, and introducing Kubernetes and cloud technologies, while at the same time ensuring that they serve their existing customers in the insurance industry. Check out our website at https://kubernetesbytes.com/ Show links: https://medium.com/@guidewire-engineering https://www.youtube.com/@GuidewireSoftware https://www.youtube.com/watch?v=N-WaEneeIJs https://www.youtube.com/watch?v=bKCwMO4UeJ8 https://www.guidewire.com/about/careers Timestamps: 00:05:24 Interview with Diego and Anoop 01:02:37 Key takeaways…

Kubernetes Bytes

1
Inference in Action: Scaling Al Smarter with Inferless 55:17

25 weeks پیش55:17

55:17

In this episode, we sit down with Nilesh Agarwal, co-founder of Inferless, a platform designed to streamline serverless GPU inference. We’ll cover the evolving landscape of model deployment, explore open-source tools like KServe and Knative, and discuss how Inferless solves common bottlenecks, such as cold starts and scaling issues. We also take a closer look at real-world examples like CleanLab, who saved 90% on GPU costs using Inferless. Whether you’re a developer, DevOps engineer, or tech enthusiast curious about the latest in AI infrastructure, this podcast offers insights into Kubernetes-based model deployment, efficient updates, and the future of serverless ML. Tune in to hear Nilesh's journey from Amazon to founding Inferless and how his platform is transforming the way companies deploy machine learning models. Subscribe now for more episodes! Show Links: OpenShift 4.17 is GA https://www.youtube.com/live/DvKHwz-c11c?si=6Zap6hk_GsQfdX2m Policy SBOM from Styra: https://www.styra.com/blog/introducing-policy-sbom/ NVIDIA GEForce NOW runs on KubeVirt https://thenewstack.io/now-nvidia-scaled-its-cloud-services-with-kubevirt/ CBT feedback https://thenewstack.io/kubernetes-advances-cloud-native-data-protection-share-feedback CNCF KUBEEDGE Grad https://www.devopsdigest.com/cncf-announces-kubeedge-graduation?utm_source=tldrdevops Palumi Operator 2.0 https://www.pulumi.com/blog/pulumi-kubernetes-operator-2-0 Inferless LInks: https://www.inferless.com/blog/cleanlab-saves-90-on-gpu-costs-with-inferless-serverless-inference https://www.inferless.com/blog/how-spoofsense-scaled-their-ai-inference-with-inferless-dynamic-batching-autoscaling https://www.inferless.com/ https://docs.inferless.com/introduction/introduction LinkedIn - https://www.linkedin.com/in/nilesh-agarwal/ X- https://x.com/nilesh_agarwal2 Medium Blog https://nilesh-agarwal.medium.com/…

Kubernetes Bytes

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Container security with Wiz 1:02:33

28 weeks پیش1:02:33

1:02:33

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin talk to Ofir Cohen, CTO of Container Security at Wiz. The discussion focuses on the challenges with the cloud native security ecosystem, how organizations can improve their security posture, how developers can do less with more, and how Wiz helps organizations avoid security incidents. Check out our website at https://kubernetesbytes.com/ Cloud Native News: https://blog.kubecost.com/blog/2.4-release-highlights/ https://www.theregister.com/2024/09/26/critical_nvidia_bug_container_escape https://techcrunch.com/2024/09/18/edera-is-building-a-better-kubernetes-and-ai-security-solution-from-the-ground-up/ https://www.cncf.io/blog/2024/10/01/karmada-v1-11-version-released-new-cross-cluster-rolling-upgrade-capability-for-workload/ https://github.com/atlassian/escalator/?tab=readme-ov-file https://cybenari.com/2024/08/whats-the-worst-place-to-leave-your-secrets/ https://thehackernews.com/2024/10/new-cryptojacking-attack-targets-docker.html Show links: https://www.wiz.io/customers https://www.wiz.io/blog https://peach.wiz.io https://www.linkedin.com/in/cohen-ofir/ Timestamps: 00:01:43 Cloud Native News 00:12:56 Interview with Ofir 00:56:58 Key takeaways…

Kubernetes Bytes

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Dagger.io Deep Dive with Co-Founder Sam Alba 1:06:24

30 weeks پیش1:06:24

1:06:24

In this episode, we dive into the challenges of modern CI systems and why they often hinder productivity. We explore Dagger, a programmable CI/CD pipeline engine, with insights from Sam, a former Docker engineer. Learn how Dagger addresses CI complexity, speeds up workflows, and enhances portability between local environments and CI. Show Links Dagger.io https://docs.dagger.io/ https://docs.dagger.io/adopting/#join-our-discord…

Kubernetes Bytes

1
Running Ray on Kubernetes with KubeRay 53:06

32 weeks پیش53:06

53:06

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Kai-Hsun Chen, Software Engineer at Anyscale and maintainer of the KubeRay project. The discussion focuses on how the open source Ray project can help organizations use a single tool for data prep, model training, fine tuning and model serving workflows, both for their predictive AI and generative AI models. The discussion also dives into the KubeRay project and how it provides three different Kubernetes CRDs for Data Scientists to deploy Ray clusters on demand. Check out our website at https://kubernetesbytes.com/ Cloud Native News: https://azure.github.io/AKS/2024/08/23/fine-tuning-language-models-with-kaito https://orca.security/resources/blog/kubernetes-testing-environment/ https://www.redhat.com/en/about/press-releases/red-hat-openstack-services-openshift-now-generally-available Show links: Kai's LinkedIn: https://www.linkedin.com/in/kaihsun1996/ KubeRay doc: https://docs.ray.io/en/latest/cluster/kubernetes/index.html Ray Summit registration: https://raysummit.anyscale.com/flow/anyscale/raysummit2024/reg/createaccount (code: KaiHsunC15) KubeRay repository: https://github.com/ray-project/kuberay Ray repository: https://github.com/ray-project/ray Ray Slack workspace: https://docs.google.com/forms/d/e/1FAIpQLSfAcoiLCHOguOm8e7Jnn-JJdZaCxPGjgVCvFijHB5PLaQLeig/viewform Timestamps: 00:02:40 Cloud Native News 00:07:20 Interview with Kai 00:49:15 Key takeaways…

Kubernetes Bytes

1
Building scalable data platforms using Data on EKS 1:02:20

34 weeks پیش1:02:20

1:02:20

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Alex Lines and Vara Bonthu from AWS to talk about the Data on EKS project. The discussion dives into why AWS decided to build the Data on EKS project and provide patterns for EKS customers to use to deploy data platforms, machine learning and GenAI tools on EKS clusters. They talk about what's included and what's not included with each of these patterns and whats coming down the line. Check out our website at https://kubernetesbytes.com/ Cloud Native News: https://kubernetes.io/blog/2024/08/16/kubernetes-1-31-prevent-persistentvolume-leaks-when-deleting-out-of-order/ https://kubernetes.io/blog/2024/08/16/matchlabelkeys-podaffinity/ https://kubernetes.io/blog/2024/08/15/kubernetes-1-31-volume-attributes-class/ https://roadmap.vcluster.com/changelog/vcluster-v020-ga https://www.cloudbees.com/blog/cloudbees-acquires-launchable-to-enable-development-teams-to-iterate-faster?Product=Launchable&Tag=Blog%2CAI%2CLaunchable%20Update Show links: https://awslabs.github.io/data-on-eks/ https://www.youtube.com/watch?v=G9aNXEu_a8k https://github.com/awslabs/data-on-eks https://www.linkedin.com/in/alex-lines-aws/ https://www.linkedin.com/in/varaprofile/ Timestamps: 00:01:45 Cloud Native News 00:12:15 Interview with Alex and Vara 00:58:21 Key takeaways…

Kubernetes Bytes

1
Deploy and fine-tune LLM models on Kubernetes using KAITO 44:17

36 weeks پیش44:17

44:17

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Sachi Desai, Product Manager and Paul Yu, Sr. Cloud Advocate at Microsoft to talk about the open source KAITO project. KAITO is the Kubernetes AI Toolchain Operator that enables AKS users to deploy open source LLM models on their Kubernetes clusters. They discuss how KAITO helps with running AI-enabled applications alongside the LLM models, how it helps users bring their own LLM models and run them as containers, and how KAITO helps them fine-tune open source LLMs on their Kubernetes clusters. Check out our website at https://kubernetesbytes.com/ Cloud Native News: https://azure.github.io/AKS/2024/07/30/azure-container-storage-ga https://github.blog/news-insights/product-news/introducing-github-models/ Show links: Azure/kaito: Kubernetes AI Toolchain Operator - https://github.com/Azure/kaito/tree/main https://www.youtube.com/watch?v=3cGmHDjR_3I&list=PLc3Ep462vVYtgN4rP1ThTJd2UlsBc2sou&index=2 https://aka.ms/cloudnative/learnlive/intelligent-apps-on-aks/episode-2 Jumpstart AI Workflows With Kubernetes AI Toolchain Operator - The New Stack - https://thenewstack.io/jumpstart-ai-workflows-with-kubernetes-ai-toolchain-operator https://paulyu.dev/article/soaring-with-kaito/ Concepts - Fine-tuning language models for AI and machine learning workflows - Azure Kubernetes Service | Microsoft Learn - https://learn.microsoft.com/en-us/azure/aks/concepts-fine-tune-language-models Keep up to date on the most recent announcements by following some of the KAITO engineers on LinkedIn: Fei Guo - https://www.linkedin.com/in/fei-guo-a48319a/ Ishaan Sehgal - https://www.linkedin.com/in/ishaan-sehgal/ Timestamps: 00:02:15 Cloud Native News 00:05:34 Interview with Sachi and Paul 00:42:08 Key takeaways…

Kubernetes Bytes

1
The business case for cloud-native and Kubernetes 54:24

38 weeks پیش54:24

54:24

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Danielle Cook - VP of Marketing, appCD and Co-chair, CNCF Cartografos Working Group, CNCF. The discussion dives into how technical individual contributors can and should think about a business case for cloud native adoption. They talk about the cloud native maturity model and also discuss the different things business leaders care about. Check out our website at https://kubernetesbytes.com/ Cloud Native News: https://www.chainguard.dev/unchained/chainguard-series-c https://www.cnbc.com/2024/07/23/google-wiz-deal-dead.html https://www.redhat.com/en/blog/what-you-need-to-know-red-hat-openshift-416 https://blog.kubeflow.org/kubeflow-1.9-release/ https://talks.devopsdays.org/devopsdays-boston-2024/cfp Show links: https://www.linkedin.com/in/danielle-cook-/ https://maturitymodel.cncf.io/ https://community.cncf.io/cncf-cartografos-working-group/ https://tag-app-delivery.cncf.io/whitepapers/platform-eng-maturity-model/ Timestamps: 00:01:36 Cloud Native News 00:12:07 Interview with Danielle 00:51:20 Key takeaways…

Kubernetes Bytes

1
Building the AI Hyperscaler with Kubernetes 54:56

42 weeks پیش54:56

54:56

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Brandon Jacobs, an Infrastructure architect at Coreweave. They discuss how Coreweave has adopted Kubernetes to build the AI hyperscaler. The discussion dives into details around how Coreweave handles Day 0 and Day 2 operations for AI labs that need access to GPUs. They also talk about lessons learnt and best practices for building a Kubernetes based cloud. Check out our website at https://kubernetesbytes.com/ Episode Sponsor: Nethopper Learn more about KAOPS: nethopper.io For a supported-demo: info@nethopper.io Try the free version of KAOPS now! https://mynethopper.com/auth Cloud Native News: https://siliconangle.com/2024/06/24/ollama-addresses-remote-execution-flaw-following-wiz-discovery/ https://siliconangle.com/2024/06/18/suse-acquires-kubernetes-observability-startup-stackstate/ Show links: https://www.linkedin.com/in/brandonrjacobs/ https://www.coreweave.com/ Timestamps: 00:01:39 Cloud Native News 00:05:30 Interview with Brandon 00:51:37 Key takeaways…

Kubernetes Bytes

1
Shifting Minds: Exploring OpenShift's AI Landscape 1:05:07

44 weeks پیش1:05:07

1:05:07

Ryan Wallner and Bhavin Shah talk to Andy Grimes about the OpenShift AI Landscape. Check out our website at https://kubernetesbytes.com/ Episode Sponsor: Nethopper - Learn more about KAOPS: @nethopper.io - For a supported-demo: info@nethopper.io - Try the free version of KAOPS now! https://mynethopper.com/auth Links - https://youtube.com/watch?v=nAT9U1vJ8x0 - https://www.theregister.com/2024/06/12/kubertenes_decade_anniversary/ - https://www.businesswire.com/news/home/20240606882860/en/Mirantis-Collaboration-with-Pure-Storage-Simplifies-Data-Management-with-Kubernetes - https://falco.org/blog/falco-0-38-0/ - https://au.finance.yahoo.com/news/rancher-government-successfully-using-harvester-121100125.html - https://www.youtube.com/@PlatformEngineering - Video: https://www.youtube.com/watch?v=tZj8j3fdXy4 - Virtual Road Shows: https://www.redhat.com/en/north-america-red-hat-aws - AWS Gameday August 22nd: TBS - Boston Childrens Hospital RHOAI: https://www.redhat.com/en/creating-chris - IBM Open Source AI https://www.youtube.com/watch?v=SuGedexBudQ&t=141s…

Kubernetes Bytes

1
Training Machine Learning (ML) models on Kubernetes 55:29

46 weeks پیش55:29

55:29

In this episode of the Kubernetes Bytes podcast, Bhavin sits down with Bernie Wu, VP Strategic Partnerships and AI/CXL/Kubernetes Initiatives at Memverge. They discuss about how Kubernetes is the most popular platform to run AI model training and model inferencing jobs. The discussion dives into model training, talking about different phases of a DAG, and then talk about how Memverge can help users with efficient and cost-effective model checkpoints. The discussion goes into topics like saving costs by using spot instances, hot restart of training jobs, reclaiming unused GPU resources, etc. Check out our website at https://kubernetesbytes.com/ Episode Sponsor: Nethopper Learn more about KAOPS: @nethopper.io For a supported-demo: info@nethopper.io Try the free version of KAOPS now! https://mynethopper.com/auth Cloud Native News: https://www.aquasec.com/blog/linguistic-lumberjack-understanding-cve-2024-4323-in-fluent-bit/ https://kubernetes.io/blog/2024/05/20/completing-cloud-provider-migration/ https://thenewstack.io/introducing-aks-automatic-managed-kubernetes-for-developers/ https://www.harness.io/blog/harness-to-acquire-split Show Links: https://www.linkedin.com/in/berniewu/ https://criu.org/Main_Page https://memverge.com/ https://youtu.be/tY8YOMRuqWI?si=yB3hHqLUpYPZ-KWN https://youtu.be/ND4seSKpJHI?si=shh0iuA9qC-dO6eb Timestamps: 01:04 Cloud Native News 08:47 Interview with Bernie 51:40 Key takeaways…

Kubernetes Bytes

1
The evolution of service mesh technologies 1:08:00

48 weeks پیش1:08:00

1:08:00

In this episode of the Kubernetes Bytes podcast, Ryan and Bhavin talk to Christian Posta - VP and Global Field CTO at Solo.io about all things Service Mesh. They discuss how things have evolved from the early Linkerd days to sidecar less istio service mesh implementations. They also talk about how service mesh can help you connect to application components running outside Kubernetes, and how developers and platform engineers have a shared responsibility model when it comes to implementing service mesh using internal developer platforms. Check out our website at https://kubernetesbytes.com/ Episode Sponsor: Nethopper Learn more about KAOPS: @nethopper.io For a supported-demo: info@nethopper.io Try the free version of KAOPS now! https://mynethopper.com/auth Cloud Native News: https://loft.sh/blog/our-24m-series-a-led-by-khosla-ventures/ https://www.harness.io/blog/celebrating-150m-in-new-financing-to-accelerate-innovation https://www.akamai.com/newsroom/press-release/akamai-announces-intent-to-acquire-api-security-company-noname https://www.linkedin.com/posts/rouvenbesters_its-official-the-otomi-platform-has-activity-7194604616901120000-48g7?utm_source=share&utm_medium=member_desktop https://www.wiz.io/blog/celebrating-our-1-billion-funding-round-and-12-billion-valuation Show Links: https://devsummit.infoq.com/conference/boston2024 https://www.solo.io/topics/cakes-stack/ https://www.solo.io/ Timestamps: 00:06:10 Cloud Native News 00:15:37 Interview with Torsten 01:01:58 Key takeaways…

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