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① 吹き出しをクリック
② 質問を入力
③ Sendをクリック
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CPU
< >
(queueing)
(dispatch)
dispatch
B A
A B
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従来は処理のピークに合わせてリソースを
予め用意していた。ピーク時に賄えないリ
ソースは、ジョブスケジューラにより、処
理するタイミングをずらして対応
クラウドの場合はその時に必要なリソー
スを立ち上げて、処理を実行する
Time
Time
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
従来は手持ちの限られたリソースで、逐次処理していたジョブもクラウドであれば
必要な台数、インスタンスを起動して、一斉処理が可能
のインスタンス費用は原則「時間×台数」なのでどちらもほぼ同じコスト
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
オンプレミス
環境
従来のクラスタ
構成は固定
固定のリソース
に、ジョブをス
ケジューリング
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
クラウド環境従来のクラスタ
構成は固定
オンプレミス
環境
固定のリソース
に、ジョブをス
ケジューリング
クラウド環境
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
必要に応じて
必要な台数で
クラスタを構成
ジョブをスケ
ジューリング
従来のクラスタ
構成は固定
オンプレミス
環境
固定のリソース
に、ジョブをス
ケジューリング
クラウド環境
クラウド環境
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
従来のクラスタ
構成は固定
ジョブが終了したら
インスタンスを終了
計算ノードの
課金が停止
オンプレミス
環境
固定のリソース
に、ジョブをス
ケジューリング
クラウド環境
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Media & Entertainment:
Healthcare & Life Sciences:
Internet Companies:
Scientific Research:
Engineering and Design:
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
上に コアを伸縮自在に追加するシス
テムを構築。 万ジョブを処理し、従来 週間
かかるシミュレーションを 日で完了
ドライブヘッド設計で、数百万パターンに及ぶパラ
メータスタディ実行。ピーク時 以上のコアを
同時利用、従来 ヶ月かかる処理を 時間で完了
万の化合物のスクリーニング実行。
ピーク時 約 コアを同時利用し 年分
の計算処理を 時間で完了
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
• がインスタンスの起動や停止を行うた
め、スケジューラや計算ノードなどの 管理が不要
• ジョブは コンテナイメージ を元に作成し、
自動でスケールするコンピューティング環境で実
行する
• コンピューティング環境ではインスタンスタイプ
や 数、スポットインスタンス利用有無など
を任意に指定可能
• 万 クラスの大規模な計算にも対応
で管理
処理を
依頼
スケジュール
実行
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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Submitted
Runnable
Starting
Running
Succeeded FAILED
Pending
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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$AWS_BATCH_JOB_ARRAY_INDEX
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“Job-A”
“Job-B”
“Job-A”
Job-A:0
…
Job-A:1 Job-A:2
Job-A:3 Job-A:4 Job-A:5
Job-A:97 Job-A:98 Job-A:99
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
“Job-A”
Job-A:0
…
Job-A:1
Job-A:99
Job-A:2
“Job-A”
Job-A:0
…
Job-A:1 Job-A:2
Job-A:3 Job-A:4 Job-A:5
Job-A:97 Job-A:98 Job-A:99
“Job-B”
“Job-B”
Job-B:0
…
Job-B:1 Job-B:2
Job-B:3 Job-B:4 Job-B:5
Job-B:97 Job-B:98 Job-B:99
“Job-A”
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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“Job-A”
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
https://amzn.to/JPArchive
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS Well-Architected 個別技術相談会
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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

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  • 14. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 従来は処理のピークに合わせてリソースを 予め用意していた。ピーク時に賄えないリ ソースは、ジョブスケジューラにより、処 理するタイミングをずらして対応 クラウドの場合はその時に必要なリソー スを立ち上げて、処理を実行する Time Time
  • 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 従来は手持ちの限られたリソースで、逐次処理していたジョブもクラウドであれば 必要な台数、インスタンスを起動して、一斉処理が可能 のインスタンス費用は原則「時間×台数」なのでどちらもほぼ同じコスト
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  • 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 必要に応じて 必要な台数で クラスタを構成 ジョブをスケ ジューリング 従来のクラスタ 構成は固定 オンプレミス 環境 固定のリソース に、ジョブをス ケジューリング クラウド環境 クラウド環境
  • 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 従来のクラスタ 構成は固定 ジョブが終了したら インスタンスを終了 計算ノードの 課金が停止 オンプレミス 環境 固定のリソース に、ジョブをス ケジューリング クラウド環境
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  • 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 上に コアを伸縮自在に追加するシス テムを構築。 万ジョブを処理し、従来 週間 かかるシミュレーションを 日で完了 ドライブヘッド設計で、数百万パターンに及ぶパラ メータスタディ実行。ピーク時 以上のコアを 同時利用、従来 ヶ月かかる処理を 時間で完了 万の化合物のスクリーニング実行。 ピーク時 約 コアを同時利用し 年分 の計算処理を 時間で完了
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  • 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. • がインスタンスの起動や停止を行うた め、スケジューラや計算ノードなどの 管理が不要 • ジョブは コンテナイメージ を元に作成し、 自動でスケールするコンピューティング環境で実 行する • コンピューティング環境ではインスタンスタイプ や 数、スポットインスタンス利用有無など を任意に指定可能 • 万 クラスの大規模な計算にも対応 で管理 処理を 依頼 スケジュール 実行
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