September 2021
Beginner to intermediate
632 pages
9h 51m
Japanese
Content preview from SREの探求 ―様々な企業におけるサイトリライアビリティエンジニアリングの導入と実践
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
18章SREのための機械学習入門
Ricardo Amaro（Acquia）
18.1 SREが機械学習を使う理由
明確かつ平易に答えれば、意味があり、ほとんどの場合は（現在では）可能だからです。
SREとは根本的に、ソフトウェアエンジニアに運用機能の設計を依頼したときにできあがるものです†1。
[†1] Ben Treynor Sloss、Googleエンジニアリング部門
本章は筆者がオープンソースコミュニティの年次イベントであるDrupalCon Viennaで行ったプレゼンテーション（https://events.drupal.org/vienna2017/sessions/intelligent-automation-and-machine-learning-site-reliability-engineering）に基づいています。ここではSREから提起されて未解決となっているいくつかの疑問について、機械学習による解決策を検討したいと思います。
- トイルを生み出すだけで誰もやりたがらない反復タスクをどのように自動化すればよいか
- データを検討して、システムで将来起ころうとしていることを予見するにはどうすればよいか
- 「ソフトウェアエンジニアリングを運用機能に適用する取り組み」をどのように強化すればよいか
運用プロセスの自動化は私たちが追求する重要なターゲットです。人工知能（AI）と機械学習の進歩に伴い、自動化できるタスクも増えています。履歴データを保持して新しい状況にプログラムで対応すれば、人間が過去の結果を手作業で分析して将来を予見する代わりに、これから起ころうとしていることをシステムが警告してくれるため、問題を事前に修復できるようになるでしょう。
たった今、AE35ユニットの障害を検出しました。私は72時間以内に100%の確率で機能停止します。 ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.