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k8sjp#9 KubeCon - Service Mesh, ML/DL on k8s


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Kubernetes Meetup Tokyo #9 KubeCon Recap
Service Mesh
ML/DL on k8s

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k8sjp#9 KubeCon - Service Mesh, ML/DL on k8s

  1. 1. Hot technologies: - ML/DL on k8s - Service Mesh Kubernetes Meetup #9 @jyoshise
  2. 2. Who am I? • 吉瀬 淳一 (@jyoshise) • 担当: ギター(たまにじゃんけんで負けるとベース) • • Lead Architect, Hybrid IT COE • IaaS(OpenStack)とか • PaaS/CaaSとか • アジャイル/クラウドネイティブ開発とか • IoTのビッグデータをAIでいい感じにやってくれてきなやつとか
  3. 3. Videos and Slides are available –Session list –Slides are attached on session detail pages (not all sessions) –Bash script to download the slides: –All the sessions were recorded and published on Youtube 3
  4. 4. Trends –Service Mesh (Istio+Envoy) –Security (Notary, TUF) –Serveress –Making Kubernetes “Boring” –Nobody needs proprietary Docker anymore (OCI, containerd, rkt, cri-o) 4
  5. 5. 5Service Mesh (Istio)
  6. 6. What is a ‘Service Mesh’? –A network for services, not bytes –Observability –Resiliency –Traffic Control –Security –Policy Enforcement 6
  7. 7. Istio – Istio: Weaving the Service Mesh – Microservices, Service Mesh, and CI/CD Pipelines – and many other sessions 7
  8. 8. Why Istio is so hot? – Advanced Routing for Continuous Delivery of Microservices 8 Microservices, Service Mesh, and CI/CD Pipelines: Making It All Work Together [I] - Brian Redmond
  9. 9. Why Istio is so hot? – Advanced Security in Zero Trusted Network for Microservices 9 Keynote: Progress Toward Zero Trust Kubernetes Networks - Spike Curtis, Tigera Istio: Sailing to a Secure Services Mesh [I] - Spike Curtis, Tigera & Dan Berg, IBM
  10. 10. 10ML/DL on k8s
  11. 11. ML/DL on k8s – – Building GPU-Accelerated Workflows with TensorFlow and Kubernetes [I] - Daniel Whitenack 11
  12. 12. ML/DL on k8s – – All You Need to Know to Build Your GPU Machine Learning Cloud [B] - Ye Lu, Qunar 12
  13. 13. ML/DL on k8s 13 – – Democratizing Machine Learning on Kubernetes FreeFlow: High Performance Container Networking high-performance-containernetworking- 3/
  14. 14. A little ads... 14 Private Deep Learning Cloud by HPE Powered by Kubernetes Demo available!
  15. 15. Thank you 15