Generative AI: The New Frontier in Kubernetes Problem-Solving

Kubernetes Bytes

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تمت الإضافة منذ قبل three أعوام

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.

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 9 أيام1:14:43

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قوائم

إعجاب

احب

1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ عامين 1:04:58

MP3•منزل الحلقة

In this episode of Kubernetes Bytes, Ryan and Bhavin talk to Kyle Forster CEO at RunWhen - a platform for troubleshooting Kubernetes with Generative AI assistance. The discussion starts by talking about LLMs and GPTs, and why everyone is building a ChatBot powered by AI. They then talk about how Generative AI can act as a co-pilot for SREs working with Kubernetes, and help them troubleshoot things faster. Watch this episode to learn more about how AI can help you become the 10x engineer / SRE instead of replacing you at your company.
Join the Kubernetes Bytes slack using: https://bit.ly/k8sbytes
Ready to shop better hydration, use my special link https://zen.ai/apaSnaIFOuee5jScqZ28a03tKKvQiqkyz8mtm9wipoE to save 20% off anything you order.

00:30 Introduction
04:44 Cloud Native News
18:10 Interview with Kyle
58:43 Takeaways

Cloud Native News:

https://www.crunchydata.com/blog/announcing-crunchy-postgres-for-kubernetes-5-4
https://www.itpro.com/cloud/cloud-security/kubernetes-on-aws-targeted-by-hackers-abusing-legitimate-pentesting-tools
https://www.scmagazine.com/news/cloud-security/scarleteel-targets-aws-fargate-launches-ddos-as-a-service-campaigns
https://www.techtarget.com/searchitoperations/feature/Practice-troubleshooting-Kubernetes-clusters-using-log-data
https://www.hashicorp.com/state-of-the-cloud
https://techcrunch.com/2023/07/12/istio-graduates/
https://www.infoq.com/news/2023/07/instacart-flink-kubernetes/
https://thenewstack.io/how-to-secure-kubernetes-with-kubelinter/

Show Links:

RunWhen - https://www.runwhen.com/
RunWhen Local - https://docs.runwhen.com/public/runwhen-local/getting-started-with-runwhen-local
Kyle's LinkedIn - https://www.linkedin.com/in/kyforster/
Ugly Command Party - https://www.linkedin.com/feed/update/urn:li:activity:7087375534606712833/

88 حلقات

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

Kubernetes Bytes

Generative AI: The New Frontier in Kubernetes Problem-Solving

Kubernetes Bytes

31 subscribers

published منذ عامين

MP3•منزل الحلقة

00:30 Introduction
04:44 Cloud Native News
18:10 Interview with Kyle
58:43 Takeaways

Cloud Native News:

https://www.crunchydata.com/blog/announcing-crunchy-postgres-for-kubernetes-5-4
https://www.itpro.com/cloud/cloud-security/kubernetes-on-aws-targeted-by-hackers-abusing-legitimate-pentesting-tools
https://www.scmagazine.com/news/cloud-security/scarleteel-targets-aws-fargate-launches-ddos-as-a-service-campaigns
https://www.techtarget.com/searchitoperations/feature/Practice-troubleshooting-Kubernetes-clusters-using-log-data
https://www.hashicorp.com/state-of-the-cloud
https://techcrunch.com/2023/07/12/istio-graduates/
https://www.infoq.com/news/2023/07/instacart-flink-kubernetes/
https://thenewstack.io/how-to-secure-kubernetes-with-kubelinter/

Show Links:

RunWhen - https://www.runwhen.com/
RunWhen Local - https://docs.runwhen.com/public/runwhen-local/getting-started-with-runwhen-local
Kyle's LinkedIn - https://www.linkedin.com/in/kyforster/
Ugly Command Party - https://www.linkedin.com/feed/update/urn:li:activity:7087375534606712833/

88 حلقات

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

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منذ 40 weeks55:29

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

منذ 42 weeks1:08:00

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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