# HG changeset patch # User Ken Miyahira # Date 1613393404 -32400 # Node ID f0af437fca3558c3782d9fc163d473ad350ce837 # Parent 424850058f1b925ed764d9ebb530ade950cad2a6 update slide diff -r 424850058f1b -r f0af437fca35 paper/fig/system-bb.pdf Binary file paper/fig/system-bb.pdf has changed diff -r 424850058f1b -r f0af437fca35 paper/fig/system.graffle Binary file paper/fig/system.graffle has changed diff -r 424850058f1b -r f0af437fca35 slide/images/container3.png Binary file slide/images/container3.png has changed diff -r 424850058f1b -r f0af437fca35 slide/images/fswrite2.png Binary file slide/images/fswrite2.png has changed diff -r 424850058f1b -r f0af437fca35 slide/images/system-bb.png Binary file slide/images/system-bb.png has changed diff -r 424850058f1b -r f0af437fca35 slide/slide.html --- a/slide/slide.html Mon Feb 15 19:37:52 2021 +0900 +++ b/slide/slide.html Mon Feb 15 21:50:04 2021 +0900 @@ -8,7 +8,7 @@ * @auto-scaling true * @size 4:3 960px 720px 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コンテナ技術を用いた教育情報システムの構築

    @@ -57,12 +60,15 @@ section.title h1 { text-align: center; } +section.title h3 { + text-align: center; +} section.slide h1 { position: absolute; left: 50px; top: 35px; } -" class="slide" data-marpit-pagination="2" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; +" class="slide" data-marpit-pagination="2" data-marpit-pagination-total="18" style="--paginate:true;--class:slide;--theme:default; ;">

    学生が自由に利用できる教育情報システムの構築

      @@ -95,41 +101,25 @@ section.title h1 { text-align: center; } +section.title h3 { + text-align: center; +} section.slide h1 { position: absolute; left: 50px; top: 35px; } -" class="slide" data-marpit-pagination="3" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; +" class="slide" data-marpit-pagination="3" data-marpit-pagination-total="18" style="--paginate:true;--class:slide;--theme:default; ;"> -

      これまでの学生向け学習環境

      -
        -
      • -

        VM貸出サービス

        -
          -
        • Akatsuki -
            -
          • 申請を行い、Webコントロールパネルから作成する
          • -
          -
        • -
        • ie-virsh +

          これまでの学習環境の問題点

            -
          • 手元のPCで作成したVMイメージを学科サーバにデプロイできる
          • -
          -
        • -
        -
      • -
      • -

        VM貸出サービスのデフォルトスペック

        -
          -
        • CPU 1コア
        • -
        • メモリ 1GB
        • -
        • ディスク容量 10GB
        • -
        -
      • +
      • VM貸出サービスの申請方法がわからない
      • +
      • 貸出サービスが存在することが周知されていなかった
      • +
      • GPUが搭載されていなく研究室ごとの機器、クラウドサービスが利用された
      • +
      • VMイメージの保存場所として使用されたGSF2はロックマネージャーの影響が大きかった
-
-

これまでの学習環境の問題点

-
    -
  • VM貸出サービスの一部学生は申請の方法が分からなかったり、貸出サービスがあることが周知されていなかったため、旧システムのリソースが余っていた
  • -
-
-
    -
  • 旧システムにはGPUが搭載されていないため、貸出サービスではなく研究室ごとの機器、クラウドサービスが多く利用された
  • -
-
-
    -
  • VMイメージの保存場所に使用していたGFS2はロックマネージャの影響が大きく、サーバ1台でもクラスタに参加できないとGFS2上にアクセスできなくなった
  • -
+

教育情報システムの構築

+

目的: 開かれた見通しの良い教育情報システムを構築する

-
-

教育情報システムの構築

+

目的を達成するための構成要素

+
    +
  • VMベースからコンテナベースへ移行
  • +
  • サーバに利用者のログインを許し、GPUなどの利用を促進する
  • +
  • コンテナによる環境で課題や演習を可能にする +
      +
    • 環境構築の手間をかけずに演習を行える
    • +
    +
  • +
  • GFS2を現代的な多重度を持つ分散ファイルシステムに置き換える
  • +
  • Wordpressを静的HTML生成に置き換える
  • +
  • システム管理をRedmine/SlackからScrapbox/Mattermostに置き換える
  • +

VMベースからコンテナベースへ移行

    @@ -238,12 +239,15 @@ section.title h1 { text-align: center; } +section.title h3 { + text-align: center; +} section.slide h1 { position: absolute; left: 50px; top: 35px; } -" class="slide" data-marpit-pagination="7" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; +" class="slide" data-marpit-pagination="7" data-marpit-pagination-total="18" style="--paginate:true;--class:slide;--theme:default; ;">

    コンテナ環境の導入

      @@ -284,14 +288,17 @@ section.title h1 { text-align: center; } +section.title h3 { + text-align: center; +} section.slide h1 { position: absolute; left: 50px; top: 35px; } -" class="slide" data-marpit-pagination="8" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; +" class="slide" data-marpit-pagination="8" data-marpit-pagination-total="18" style="--paginate:true;--class:slide;--theme:default; ;"> -

      コンテナエンジンの補い

      +

      コンテナエンジンの動作改善

      • Podman

        @@ -333,16 +340,19 @@ section.title h1 { text-align: center; } +section.title h3 { + text-align: center; +} section.slide h1 { position: absolute; left: 50px; top: 35px; } -" class="slide" data-marpit-pagination="9" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; +" class="slide" data-marpit-pagination="9" data-marpit-pagination-total="18" style="--paginate:true;--class:slide;--theme:default; ;"> -

        ie-podmanの作成

        +

        Rootless Podmanの遅さへの対策

          -
        • rootfullのPodman wrapperである
        • +
        • rootfullのPodman wrapperであるie-podmanの導入
        • ユーザのUID、GIDを取得し管理を行う
          • 他のユーザのリソースを操作できない
          • @@ -350,6 +360,13 @@
        • SSD上にイメージ等を保存し、高速化を図る
        • +
        • イメージのBuild速度を比較する +
            +
          • Docker
          • +
          • ie-podman (Podman rootfull wrapper)
          • +
          • Podman (rootless)
          • +
          +
+

Build速度の比較

+
    +
  • Timeの値が小さい方がBuild速度が早い
    +height:480 center
  • +
+
+

ie-podmanの機能 1/2

    @@ -416,7 +466,7 @@
-

ie-podmanの機能 2/2

    @@ -476,7 +529,7 @@
-

ジョブスケジューラとファイルシステムの導入

    @@ -538,45 +594,7 @@ section.title h1 { text-align: center; } - -section.slide h1 { - position: absolute; - left: 50px; top: 35px; -} -" class="slide" data-marpit-pagination="13" data-marpit-pagination-total="25" style="--paginate:true;--class:slide;--theme:default; -;" data-marpit-advanced-background="background">
-
-

教育情報システムの利用

-
-
-

ie-podmanの使用方法 1/2

-
    -
  • IPアドレス、GPUをコンテナへ割り当てられる -
      -
    • ie-podman run --ip --gpu [IMAGE_NAME]
    • -
    -
  • -
-
$ ie-podman run --rm --ip --name test -dit ubuntu:20.04 
-Assign an IP address: 10.100.20.1
-6842a8a572a73f7a21542dbb9fec5b5b4ca668aa9c2f7d7fe2522e3be316836d
-
-$ ping 10.100.20.1 
-PING 10.100.20.1 (10.100.20.1) 56(84) bytes of data.
-64 bytes from 10.100.20.1: icmp_seq=2 ttl=63 time=0.215 ms
-64 bytes from 10.100.20.1: icmp_seq=3 ttl=63 time=0.201 ms
-
-
-
-

ie-podmanの使用方法 2/2

-
    -
  • 作成したイメージをsifファイルへの変換に対応 -
      -
    • ie-podman sif [IMAGE_NAME]
    • -
    -
  • -
-
$ ie-podman images 
-REPOSITORY                    TAG     IMAGE ID      CREATED         SIZE
-localhost/e175733_test        latest  cb42448d39ca  21 seconds ago  138 MB
-
-$ ie-podman sif e175733_test
-INFO:    Starting build...
-Getting image source signatures
-
-(省略)
-
-INFO:    Creating SIF file...
-INFO:    Build complete: e175733_test_latest.sif
-
-$ ls
-e175733_test_latest.sif
-
-
-
-

GPUの利用方法

-
    -
  • GPUを使用するプログラムはSingularityから実行する -
      -
    • singularity run --nv [SIF_NAME]
    • -
    -
  • -
  • Jobの処理手順をまとめたBatchファイルの作成する -
      -
    • Jobに必要なリソース、実行したい処理を記述する
    • -
    -
  • -
  • SlurmによるJobの投下する -
      -
    • sbatch [BATCH_FILE]
    • -
    -
  • -
-
$ sbatch test.sbatch
-Submitted batch job 1318
-
-$ squeue
-JOBID PARTITION     NAME     USER ST       TIME  NODES NODELIST(REASON) 
-1318    steins      test  e175733  R       0:01      1 amane 
-
-
-
-

Batchファイルの例

-
    -
  • Jobに必要とするリソース -
      -
    • CPU 8コア、GPU 1つ
    • -
    -
  • -
  • Jobの実行時間 -
      -
    • 1分
    • -
    -
  • -
-
#!/bin/bash
-#SBATCH --job-name sample
-#SBATCH --output logs/%x-%j.log
-#SBATCH --error logs/%x-%j.err
-#SBATCH --nodes 1
-#SBATCH --cpus-per-task 8
-#SBATCH --gpus tesla:1
-#SBATCH --time 01:00
-
-singularity exec --nv [SIF_NAME] [COMMANDS]
-
-
-
+
-

教育情報システムの評価

-
-
-

ie-podmanの評価 1/2

-
    -
  • -

    実験環境

    -
      -
    • 新システムの汎用サーバで実施
    • -
    -
  • -
  • -

    実験概要

    -
      -
    • イメージのBuild速度を比較する
    • -
    -
  • -
-
FROM ubuntu:20.04
-RUN apt-get update && \
-    apt-get upgrade -y
-
-
    -
  • 比較するコンテナエンジン -
      -
    • Docker
    • -
    • ie-podman (Podman rootfull wrapper)
    • -
    • Podman (rootless)
    • -
    -
  • -
-
-
-

ie-podmanの評価 2/2

-
-
-

ファイルシステムの評価 1/2

+

ファイルシステムの比較 1/2

  • 実験概要

    @@ -938,7 +686,7 @@
-
+

ファイルシステムの比較 2/2

+
    +
  • MB/sの値が大きい方が性能が良い
    +height:480 center
  • +
+
+
-

ファイルシステムの評価 2/2

+" class="title" data-marpit-pagination="17" data-marpit-pagination-total="18" style="--paginate:true;--class:title;--theme:default; +;"> +

まとめ

+
    +
  • 今年度のシステム更新で教育情報システムの構築を行った +
      +
    • VMベースからコンテナベースへの移行ができた
    • +
    • 学生が自由にサーバのリソースを利用できるようになった
    • +
    +
  • +
  • Rootless Podmanの遅さ補うために作成したie-podmanの評価を行った
  • +
  • Cephと、これまでのGFS2との書き込み速度の比較を行った
  • +
-
-

まとめ

-
    -
  • 今年度のシステム更新で教育情報システムの構築を行った -
      -
    • VMベースからコンテナベースへの移行ができた
    • -
    • 学生が自由にサーバのリソースを利用できるようになった
    • -
    -
  • -
  • Cephと、これまでのGFS2との書き込み速度の比較を行った
  • -
  • 不便な点を補うために作成したie-podmanの評価を行った
  • -
-
-

今後の課題

    @@ -1061,21 +802,35 @@
-

--- -# ie-podmanの評価 3/3 +

# これまでの学生向け学習環境 + +- VM貸出サービス + - Akatsuki + - 申請を行い、Webコントロールパネルから作成する + - ie-virsh + - 手元のPCで作成したVMイメージを学科サーバにデプロイできる -- Rootlessは`syscall`が複数呼ばれている - - そのため、イメージの作成が遅いのではないか -- 左がrootless、右がrootfull +- VM貸出サービスのデフォルトスペック + - CPU 1コア + - メモリ 1GB + - ディスク容量 10GB + +---

- VM貸出サービスの一部学生は申請の方法が分からなかったり、貸出サービスがあることが周知されていなかったため、旧システムのリソースが余っていた -![height:325](images/syscall.png)