Building scalable data platforms using Data on EKS

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المحتوى المقدم من Kubernetes Bytes, Ryan Wallner, and Bhavin Shah. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Kubernetes Bytes, Ryan Wallner, and Bhavin Shah أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/all-about-change">All About Change</a></span>

1
All About Change

إلغاء الاشتراك

منذ 6 أيام6d ago

إلغاء الاشتراك

شهريا+

How do we build an inclusive world? Hear intimate and in-depth conversations with changemakers on disability rights, youth mental health advocacy, prison reform, grassroots activism, and more. First-hand stories about activism, change, and courage from people who are changing the world: from how a teen mom became the Planned Parenthood CEO, to NBA player Kevin Love on mental health in professional sports, to Beetlejuice actress Geena Davis on Hollywood’s role in women’s rights. All About Change is hosted by Jay Ruderman, whose life’s work is seeking social justice and inclusion for people with disabilities worldwide. Join Jay as he interviews iconic guests who have gone through adversity and harnessed their experiences to better the world. This show ultimately offers the message of hope that we need to keep going. All About Change is a production of the Ruderman Family Foundation. Listen and subscribe to All About Change wherever you get podcasts. https://allaboutchangepodcast.com/

منذ عام واحد 1:02:20

MP3•منزل الحلقة

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

88 حلقات

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

Building scalable data platforms using Data on EKS

Kubernetes Bytes

31 subscribers

published منذ عام واحد

MP3•منزل الحلقة

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

88 حلقات

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

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منذ 5 أيام1:02:44

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…

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منذ عام واحد58:24

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منذ عام واحد52:03

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منذ عام واحد1:06:28

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منذ عام واحد55:17

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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/…

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منذ عام واحد53:06

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…

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منذ عام واحد1:02:20

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…

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منذ عام واحد44:17

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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…

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منذ عام واحد54:24

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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…

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منذ عام واحد54:56

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…

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

منذ عام واحد1:05:07

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…

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منذ عام واحد55:29

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…

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The evolution of service mesh technologies 1:08:00

منذ عام واحد1:08:00

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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