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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

4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

10. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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11. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
CPU
< >
(queueing)
(dispatch)
dispatch
B A
A B

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13. © 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

16. © 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

17. © 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

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

20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Media & Entertainment:
Healthcare & Life Sciences:
Internet Companies:
Scientific Research:
Engineering and Design:

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

23. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

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

26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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28. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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29. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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30. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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31. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス

32. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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34. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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36. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

37. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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38. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス

39. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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40. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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41. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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Submitted
Runnable
Starting
Running
Succeeded FAILED
Pending

42. © 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

43. © 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”

44. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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45. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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46. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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“Job-A”

47. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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50. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

51. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
インスタンス
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52. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

53. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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54. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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55. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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59. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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60. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

61. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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62. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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63. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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https://amzn.to/JPArchive

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AWS Well-Architected 個別技術相談会
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67. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved.