Red Hat OpenShiftとIntel OpenVINOで始めるエッジAIプラットフォーム

Intel Edge AI Week 2022での講演で使用した資料です。Red Hat OpenShiftとIntel OpenVINOでどの様なエッジAIプラットフォームを実現できるのか、またプラットフォームにおけるOpenShiftの価値についてお話ししました。

Transcript

1. Red Hat OpenShift Intel OpenVINO AI Red Hat Edge Strategy Tech Lead
2. • OpenShift • Red Hat @pinkink_yudai • 5G • 2018 •
3. CPU VPU FPGA 3 (Model Optimizer) (Model Server) (Model Zoo) Intel OpenVINO Red Hat OpenShift AI Intel CPU Red Hat AI AI GPU Kubernetes Red Hat Intel Copyright 2022 Red Hat K.K Red Hat OpenShift × Intel OpenVINO AI
4. AI Red Hat OpenShift Kubernetes RHEL Intel OpenVINO OpenVINO OpenShift Pipelines/GitOps OpenVINO Model Server Operator Advanced Cluster Management for Kubernetes OpenShift/AI Copyright 2022 Red Hat K.K 4
5. Kubernetes App Kubernetes Application Kubernetes Rolling Update (API ) Copyright 2022 Red Hat K.K 5 Bin/ Library
6. Red Hat OpenShift Virtual Private cloud Bare metal Public cloud Edge / & Kubernetes Kubernetes Kubernetes Copyright 2022 Red Hat K.K 6
7. C W MicroShift PJ ( ) 3+ Node OpenShift 4.5+ C W Default C W Single Node OpenShift 4.9+ OpenShift Edge Central C W Remote Worker Node OpenShift 4.6+ . - OpenShift Control Plane/Worker Node Edge HW 2CPU RAM 2GB 8CPU RAM 16GB 6CPU RAM 24GB 2CPU RAM 8GB 4CPU RAM 16GB C: Control nodes W: Worker nodes 2CPU RAM 8GB ++ HW ✖ NW ++ HW ✖ NW ++ + HW NW ✖ - HW + NW + ✖ HW ++ NW Kubernetes Copyright 2022 Red Hat K.K 7 C W
8. RHEL OpenShift RHEL / RHCOS UBI OpenVINO UBI OpenVINO Container Platform Operation System Base Image Application Base Image Application Container Orchestration OS Container Image UBI RHEL(Red Hat Enterprise Linux) Universal Base Image Red Hat UBI OpenShift OS RHEL/RHCOS RHEL Kubernetes Copyright 2022 Red Hat K.K . https://access.redhat.com/articles/2726611 8
9. OpenShift Control Plane Operator Kubernetes Operator Operator Operator Cloud Edge OpenShift Copyright 2022 Red Hat K.K 9
10. Model Server Operator Operator Edge Edge ON UI OpenShift Pipelines by HTTP OS (iso) Kubernetes Copyright 2022 Red Hat K.K . https://cloud.redhat.com/blog/zero-touch-provisioning-for-factory-work ows Cloud 10
11. Red Hat OpenShift Pipelines Kubernetes CI/CD Red Hat AMQ Streams Red Hat OpenShift Data Science AI/ML Red Hat Quay OpenShift GitOps Kubernetes GitOps CD Red Hat OpenShift Data Foundation Software De ned Storage(SDS) Kubernetes Copyright 2022 Red Hat K.K 11
12. Operator Operator OpenShift Pipelines by Operator Model Server OpenShift GitOps by AI Kubernetes Copyright 2022 Red Hat K.K Cloud Edge 12
13. CPU VPU FPGA 13 (Model Optimizer) (Model Server) (Model Zoo) Intel OpenVINO Red Hat OpenShift AI Intel CPU Red Hat AI AI GPU Kubernetes Copyright 2022 Red Hat K.K Red Hat OpenShift × Intel OpenVINO AI
14. linkedin.com/company/red-hat youtube.com/user/RedHatVideos facebook.com/redhatinc twitter.com/RedHat Thank you Red Hat is the world’s leading provider of enterprise open source software solutions. Award-winning support, training, and consulting services make Red Hat a trusted adviser to the Fortune 500.