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Discovering AI Innovations on Google Distributed Cloud - 蔡秀吉

Discovering AI Innovations on Google Distributed Cloud - 蔡秀吉

近年來,各產業積極導入AI技術,期望藉由AI來賦能實現數位轉型。那麼,在實際部署AI應用時,需要注意什麼樣的限制和需求呢? 為了解決這些挑戰,Google 推出了一套稱為 Google Distributed Cloud(GDC)的解決方案組合。本次演講將深入剖析 Google Distributed Cloud 的核心組件以及新增的軟/硬體設備,探索其如何協助企業,讓AI應用發揮最大功能。 此外,我們也會聚焦於 Google Cloud Next '24 及 Google I/O 2024 大會上介紹的最新進展,看看 Google Distributed Cloud 整合了大會中的哪些新技術來實現 AI 應用以及 Gemini Cloud Assist,本議程最後將提及 GDC 的未來展望。

相關參考資料:
Run AI anywhere with Google Distributed Cloud innovations

Google I/O Extended Kaohsiung 2024
https://gdg.community.dev/events/details/google-gdg-kaohsiung-presents-google-io-extended-kaohsiung-2024/
時間:2024 05/18
地點:高雄智慧科技創新園區(KO-IN 智高點)

講者:蔡秀吉
[email protected]
O-RAN 科普教育: http://o-ran.at.tw/
個人網站:https://www.thc1006.cc/

蔡秀吉

May 18, 2024
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  1. GDC enables the latest technology • Performance Tuning Operator •

    SR-IOV support for NICs • Multus - multiple NICs per container • Direct resource access (CPU and memory) • On-prem Nodes with 128 CPUs and 4TB of RAM • Support up to 30,000 pods per cluster • NVIDIA GPU support • Observability
  2. GDC enables the latest technology • Performance Tuning Operator •

    SR-IOV support for NICs • Multus - multiple NICs per container • Direct resource access (CPU and memory) • On-prem Nodes with 128 CPUs and 4TB of RAM • Support up to 30,000 pods per cluster • NVIDIA GPU support • Observability Multiple networking
  3. GDC Service Platform & IaaS Service Platform(Full Cloud-Native Stack) (observability)

    (hardening) Dashboard Network fabric topology Spanning from IAM, monitoring, logging, management Sys IaaS Stack: GKE Enterprise load balancer Life Cycle Management (LCM) https://cloud.google.com/blog/products/management-tools/introducing-customizable-observability-dashboards/
  4. 41 Configuration-as-Data is Declarative (Not Imperative) I’m thirsty… I want

    soda in my blue cup. Sure! Thanks for trusting me to figure out how to get you a soda. Express intent… ...without the toil of “how” Declarative: User Friendly Imperative : I’m thirsty… Go to the kitchen Open the fridge Reach in the back to get the soda Close the fridge Grab a blue cup from the left cupboard Pour out the soda in the cup Bring the cup back to me Ummm… okay thanks for telling me exactly what to do...sheesh!