Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

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

1,288 views

Published on

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

Published in: Software
  • Be the first to comment

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 https://kccncna17.sched.com/ –Slides are attached on session detail pages (not all sessions) –Bash script to download the slides: https://gist.github.com/superbrothers/0beaa2f07bf7e23b4a485b3763d1e8b1 –All the sessions were recorded and published on Youtube https://www.youtube.com/channel/UCvqbFHwN-nwalWPjPUKpvTA 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 https://www.youtube.com/watch?v=WFEllbmRI8U – Microservices, Service Mesh, and CI/CD Pipelines https://www.youtube.com/watch?v=UbLG_qUyCgM – 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 https://www.youtube.com/watch?v=UbLG_qUyCgM
  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 https://www.youtube.com/watch?v=Agxt9Vg-YP4&t=79s Istio: Sailing to a Secure Services Mesh [I] - Spike Curtis, Tigera & Dan Berg, IBM https://www.youtube.com/watch?v=HMofcmTD444
  10. 10. 10ML/DL on k8s
  11. 11. ML/DL on k8s – https://www.youtube.com/watch?v=OZSA5hmkb0o – Building GPU-Accelerated Workflows with TensorFlow and Kubernetes [I] - Daniel Whitenack 11
  12. 12. ML/DL on k8s – https://www.youtube.com/watch?v=IoEFLGe4EFs – All You Need to Know to Build Your GPU Machine Learning Cloud [B] - Ye Lu, Qunar 12
  13. 13. ML/DL on k8s 13 – https://www.youtube.com/watch?v=gvuZpRmCzTM – Democratizing Machine Learning on Kubernetes https://github.com/microsoft/DLWorkspace/ https://microsoft.github.io/DLWorkspace/ FreeFlow: High Performance Container Networking https://www.microsoft.com/en-us/research/publication/freeflow- 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

×