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kubeCon經驗分享-搭上KubeCon大船遇見 Kubeflow Community大牛們
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Frank Lin
December 08, 2018
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kubeCon經驗分享-搭上KubeCon大船遇見 Kubeflow Community大牛們
Frank Lin
December 08, 2018
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Transcript
1 1 搭上KubeCon大船 遇見 Kubeflow Community 大牛們 SDN x Cloud
Native Meetup #12
Hello! 林義洋 • M.S student in PU. • AI innovation
Research Center in CGU. 2 https://yylin1.github.io/ @yylin1 (
[email protected]
)
3 Kubeflow:容器機器學習實戰 https://speakerdeck.com/yylin1/kubeflow-rong-qi-ji-qi-xue-xi-shi-zhan • Kubeflow 是 Google 開 源 的機
器 學 習 工 具 , 目 標 是 簡 化 在 Kubernetes 上運行機器學習的過程,使之更簡單、可攜帶與可 擴展的工具包。
In 5 Minutes !!! • KubeCon China 2018 參與心得 •
Kubeflow 議程心得與發展 4
5
KubeCon China 2018 參與心得 1
7 https://kubernetes.io/blog/2018/12/05/new-contributor-workshop-shanghai/ Day 0 - 加入貢獻Workshop
8 https://kubernetes.io/blog/2018/12/05/new-contributor-workshop-shanghai/ Day 0 - 加入貢獻Workshop 認識大牛的開始!
9 阿里云 用戶 用戶
持續前進的好船長 • 交流 (Slack、discuss、Github ) • Issue 流程 (標籤/tag: sig負責人)
• PR 提交工作流程 • 加入/ 成立 kubernetes 社群 10
contributors & maintainers • 與kubernetes 活躍貢獻者近距離交流機會 11 19歲!
初次參與 • 國際議程與台灣各大Conference差異 • 每一場都是k8s各領域session (kubeflow) 12
1 13
14
Kubeflow議程 心得與發展 2
社群! 大大近在眼前 • 曾經發過issue / PR,回覆的maintainers • Youtbue 上分享展示Kubeflow PM講者
• 意外遇見 Kubeflow Logo 設計者! • 講完議程後直接殺去報告碩士論文的研究生 (tf-operator maintainer) 交流互動-參與-貢獻 16
17 Kubeflow maintainer @gaocegege 聯合主席 @Janet Kuo Kubeflow PM @aronchick
Kubeflow Founder @jlewi
Logo 誕生 18 https://github.com/kubeflow/kubeflow/issues/187 Kubeflow caicloud @ScorpioCPH
Kubeflow 發展 • Kubeflow pipelines / kubebench / katib •
Kubeflow v0.4 update (12/17) • Kubeflow 缺少調度同一塊 GPU 的機制 ◦ ++ Nvidia GPU Sharing (華為 Kata) • 缺乏「ML 模型倉庫」來做不同模型之間的範例參數調整 • 企業導入kubeflow 實作整合可視畫面介面(服務如何有效率分配給客戶) • 缺少任務的資源限制和資源分配的機制 19 # Kubeflow community (每週二) # Slack : kubeflow
20
https://www.youtube.com/playlist?list=PLj6h78yzYM2OK087kzLgc4jTPVbZjuNfs 21
“ 感謝一同參與 KubeCon China 2018 夥伴 22
23 Thanks! Any questions? You can find me at
[email protected]