Training Machine Learning (ML) models on Kubernetes

Kubernetes Bytes

Kubernetes Bytes, Ryan Wallner, and Bhavin Shah द्वारा प्रदान की गई सामग्री. एपिसोड, ग्राफिक्स और पॉडकास्ट विवरण सहित सभी पॉडकास्ट सामग्री Kubernetes Bytes, Ryan Wallner, and Bhavin Shah या उनके पॉडकास्ट प्लेटफ़ॉर्म पार्टनर द्वारा सीधे अपलोड और प्रदान की जाती है। यदि आपको लगता है कि कोई आपकी अनुमति के बिना आपके कॉपीराइट किए गए कार्य का उपयोग कर रहा है, तो आप यहां बताई गई प्रक्रिया का पालन कर सकते हैं https://hi.player.fm/legal।

1+ y ago 55:29

MP3•एपिसोड होम

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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: [email protected]
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

88 एपिसोडस

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