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124. AI時代のGPUクラスタ、DCネットワーク w/ markunet, aztecher_
Manage episode 457685588 series 2451650
Content provided by iwashi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by iwashi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
LINEヤフーのKobayashiさん、Michishitaをゲストに、GPUネットワークやGPUクラスタの仮想化の複雑さなどについて語っていただいたエピソードです。
話したネタ
- EthernetベースのGPUクラスタ導入による学びと展望
- GPUクラスタとその必要性
- GPUクラスタの運用上の課題
- 自社でGPUを運用するメリットとデメリット
- GPUを自前で運用する際の課題と対策
- GPUネットワークと従来のネットワークとの違い
- CLOS
- RDMA(Remote Direct Memory Access)とその特性
- TCP/IPとの比較、およびRDMAの利点
- GPU間通信のための専用物理GPUネットワーク
- GPUネットワークにおける輻輳制御とその課題
- ロスレスイーサネット
- RoCEv2
- 仮想化による複雑性とネットワーク構成への影響
- 仮想化環境でのGPUとNICの扱い
- JANOG55
- LINEヤフー Tech Blog
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
127 episoade
Manage episode 457685588 series 2451650
Content provided by iwashi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by iwashi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
LINEヤフーのKobayashiさん、Michishitaをゲストに、GPUネットワークやGPUクラスタの仮想化の複雑さなどについて語っていただいたエピソードです。
話したネタ
- EthernetベースのGPUクラスタ導入による学びと展望
- GPUクラスタとその必要性
- GPUクラスタの運用上の課題
- 自社でGPUを運用するメリットとデメリット
- GPUを自前で運用する際の課題と対策
- GPUネットワークと従来のネットワークとの違い
- CLOS
- RDMA(Remote Direct Memory Access)とその特性
- TCP/IPとの比較、およびRDMAの利点
- GPU間通信のための専用物理GPUネットワーク
- GPUネットワークにおける輻輳制御とその課題
- ロスレスイーサネット
- RoCEv2
- 仮想化による複雑性とネットワーク構成への影響
- 仮想化環境でのGPUとNICの扱い
- JANOG55
- LINEヤフー Tech Blog
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
127 episoade
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