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

1. Hot technologies:
- ML/DL on k8s
- Service Mesh
Kubernetes Meetup #9
@jyoshise

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. 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. Trends
–Service Mesh (Istio+Envoy)
–Security (Notary, TUF)
–Serveress
–Making Kubernetes “Boring”
–Nobody needs proprietary Docker anymore (OCI, containerd, rkt, cri-o)
4

5. 5Service Mesh (Istio)

6. What is a ‘Service Mesh’?
–A network for services, not bytes
–Observability
–Resiliency
–Traffic Control
–Security
–Policy Enforcement
6

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. 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. 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. 10ML/DL on k8s

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. 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. 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. A little ads...
14
Private Deep Learning Cloud by HPE
Powered by Kubernetes
Demo available!

15. Thank you
15