18: AIOps with yuuki

<p><a href="https://e34.fm/18">https://e34.fm/18</a></p> <p><a href="https://twitter.com/yuuk1t">@yuuk1t</a>さんをゲストに迎えてメインのトピックとしてAIOpsについて，最近のニュースとしてRedis 7.0，AlloyDB，CloudFlare D1，eBPF for Service Mesh，「プロジェクト・ヘイル・メアリー」などについて話しました．</p> <p><audio controls preload="auto" src="https://traffic.libsyn.com/secure/e34fm/18.mp3"></audio></p> <h3>Shownotes</h3> <h4>⛩️ Opening</h4> <ul> <li><a href="https://sre-next.dev/2022/">SRE NEXT 2022</a></li> <li><a href="https://sre-next.dev/2022/schedule#kc01">How We Foster "Reliability" in Diversity</a></li> <li><a href="https://sre-next.dev/2022/schedule#jp42">Sensible Incident Management for Software Startups</a></li> <li><a href="https://www.gather.town/">Gather | A better way to meet online.</a></li> <li><a href="https://twitter.com/yuuk1t/status/1493807458737078274">yuuk1 on Twitter: "今日の研究所のGatherスペースの様子..."</a></li> </ul> <h4>🤖 AIOps</h4> <ul> <li><a href="https://speakerdeck.com/yuukit/sre-next-2022">AIOps研究録―SREのためのシステム障害の自動原因診断 / SRE NEXT 2022</a></li> <li><a href="https://blogs.gartner.com/andrew-lerner/2017/08/09/aiops-platforms/">Gartner Blog Network | AIOps Platforms</a></li> <li><a href="https://en.wikipedia.org/wiki/HAL_9000">HAL 9000</a></li> <li><a href="https://ieeexplore.ieee.org/abstract/document/64022">Applications of artificial intelligence for meeting network management challenges in the 1990s</a></li> <li><a href="https://arxiv.org/pdf/2012.09108.pdf">A Systematic Mapping Study in AIOps</a></li> <li><a href="https://dl.acm.org/doi/pdf/10.1145/3342195.3387524">Autopilot: workload autoscaling at Google</a></li> <li><a href="https://www.zebrium.com">Zebrium: Root Cause as a Service | ML for Logs</a></li> <li><a href="https://www.zebrium.com/blog/using-gpt-3-with-zebrium-for-plain-language-incident-root-cause-from-logs">Using GPT-3 for plain language incident root cause from logs</a></li> <li><a href="https://www.bigpanda.io">BigPanda: IT Ops Event Correlation Powered by AIOps</a></li> <li><a href="https://www.datadoghq.com/solutions/machine-learning/">Machine Learning | Datadog</a></li> <li><a href="https://aws.amazon.com/aws-cost-management/aws-cost-anomaly-detection/?nc1=h_ls">AWS Cost Anomaly Detection</a></li> <li><a href="https://aws.amazon.com/devops-guru/">Amazon DevOps Guru | ML-powered cloud operations service to improve application availability</a></li> <li><a href="https://cloud.google.com/blog/products/databases/alloydb-for-postgresql-intelligent-scalable-storage">AlloyDB for PostgreSQL under the hood: Intelligent, database-aware storage</a></li> <li><a href="https://ottertune.com">OtterTune Automatic Database Tuning for PostgreSQL &#x26; MySQL</a></li> <li><a href="https://scholar.google.com/">Google Scholar</a></li> <li><a href="https://netman.aiops.org/">TSINGHUA NETMAN LAB</a></li> <li><a href="http://ariselab.cse.cuhk.edu.hk/index.html">ARISE Lab@CSE CUHK</a></li> <li><a href="http://www.icse-conferences.org">ICSE International Conference on Software Engineering®</a></li> <li><a href="https://www2022.thewebconf.org">TheWebConf 2022</a></li> <li><a href="https://conferences.computer.org/cloud/2022/">IEEE CLOUD 2022</a></li> </ul> <h4>📰 News</h4> <ul> <li><a href="https://redis.com/blog/redis-7-generally-available/">Redis 7.0 Is Out!</a></li> <li><a href="https://redis.io/docs/manual/programmability/functions-intro/">Redis functions | Redis</a></li> <li><a href="https://redis.io/docs/manual/pubsub/">Redis Pub/Sub | Redis</a></li> <li><a href="https://cloud.google.com/blog/products/databases/alloydb-for-postgresql-intelligent-scalable-storage">AlloyDB for PostgreSQL intelligent scalable storage | Google Cloud Blog</a></li> <li><a href="https://www.cloudflare.com/press-releases/2022/cloudflare-announces-d1-first-integrated-database/">Cloudflare Announces D1: The First Integrated Database for the Workers Serverless Platform</a></li> <li><a href="https://isovalent.com/blog/post/2022-05-16-tetragon">Tetragon - eBPF-based Security Observability &#x26; Runtime Enforcement</a></li> <li><a href="https://isovalent.com/blog/post/2021-12-08-ebpf-servicemesh">How eBPF will solve Service Mesh - Goodbye Sidecars</a></li> <li><a href="https://www.solo.io/blog/ebpf-for-service-mesh/">eBPF for Service Mesh? Yes, but Envoy Proxy is here to stay - Solo</a></li> <li><a href="https://istio.io/latest/blog/2022/merbridge/">Istio / Merbridge - Accelerate your mesh with eBPF</a></li> </ul> <h4>🎥 Culture</h4> <ul> <li><a href="https://www.hayakawabooks.com/n/n5887064dcfbf?gs=866b49b768f5">プロジェクト・ヘイル・メアリー</a></li> <li><a href="https://www.hayakawa-online.co.jp/shopdetail/000000015023/">サーキット・スイッチャー</a></li> <li><a href="https://www.imdb.com/title/tt3659388/">The Martian</a></li> <li><a href="https://www.imdb.com/title/tt12042730/">Project Hail Mary</a></li> <li><a href="https://webshop.tabinone.net/?tid=2&#x26;mode=f3">MAMEBACO - コーヒーと生活 タビノネ</a></li> <li><a href="https://www.facebook.com/nijokoya">二条小屋</a></li> </ul>