【AWS re:Invent2019】Day2 Keynote まとめ

新しくリリースされた製品一覧を取り急ぎまとめました (発表順)

セッション中後半でML系、SageMakerUpdateの量に圧巻されました！
Fargate周りの強化系をも少し期待していたのですが明後日に期待!

12/5 日本語記事が出ているものについて記事を更新しました

EC2

• M6g, R6g, C6g が Graviton Processor を用いた2世代目のインスタンスとしてReleaseされました
  Coming Soon – Graviton2-Powered General Purpose, Compute-Optimized, & Memory-Optimized EC2 Instances
  https://aws.amazon.com/blogs/aws/coming-soon-graviton2-powered-general-purpose-compute-optimized-memory-optimized-ec2-instances/
• Inf1 instances ML学習コストを最適化出来る AWS Inferentiaチップを搭載
  https://aws.amazon.com/blogs/aws/amazon-ec2-update-inf1-instances-with-aws-inferentia-chips-for-high-performance-cost-effective-inferencing/

コンテナ

• Fargate for EKS が発表
  Amazon EKS on AWS Fargate Now Generally Available
  https://aws.amazon.com/blogs/aws/amazon-eks-on-aws-fargate-now-generally-available/

S3

• Amazon S3 Access Points が発表
  https://aws.amazon.com/blogs/aws/easily-manage-shared-data-sets-with-amazon-s3-access-points/

Redshift

• Amazon Redshift RA3 Instances with Managed Storage が発表
  https://aws.amazon.com/blogs/aws/amazon-redshift-update-next-generation-compute-instances-and-managed-analytics-optimized-storage/

ElasticSearch

• UltraWarm を発表
  https://aws.amazon.com/blogs/aws/announcing-ultrawarm-preview-for-amazon-elasticsearch-service/

AI/ML

SageMaker Studioが発表

Amazon SageMaker Studio: 機械学習のための初の統合開発環境
https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning//
下記機能を内包

• SageMaker Experiments
  Amazon SageMaker Experiments – 機械学習モデルの整理、追跡、比較、評価
  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-experiments-organize-track-and-compare-your-machine-learning-trainings/
• SageMaker Debugger
  https://aws.amazon.com/blogs/aws/amazon-sagemaker-debugger-debug-your-machine-learning-models/
• SageMaker ModelMonitor
  https://aws.amazon.com/blogs/aws/amazon-sagemaker-model-monitor-fully-managed-automatic-monitoring-for-your-machine-learning-models/
• SageMaker Autopilot
  Amazon SageMaker Autopilot – 高品質な機械学習モデルをフルコントロールかつ視覚的に自動生成
  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-autopilot-fully-managed-automatic-machine-learning/

その他AI

• FraudDetector
  https://aws.amazon.com/jp/fraud-detector/
• CodeGuru (Preview) コードレビューを実施してくれるサービス、またProfilerをコード中に入れる事でコードのコストが高い部分を教えてくれる
  https://aws.amazon.com/jp/about-aws/whats-new/2019/12/aws-announces-amazon-codeguru-for-automated-code-reviews-and-application-performance-recommendations/
  https://aws.amazon.com/jp/codeguru/
• ContactLens for AmazonConnect AmazonConnectの通話からネガポジ判定等を実施
  https://aws.amazon.com/jp/connect/contact-lens/
• Kendra 指定されたデータソース情報から自動QA作成サービス
  https://aws.amazon.com/jp/kendra/

5G (coming in 2020)

• AWS Outposts
  https://aws.amazon.com/jp/blogs/news/aws-outposts-now-available-order-your-racks-today/
• AWS Wavelength
• AWS LocalZones
  https://aws.amazon.com/jp/blogs/aws/aws-now-available-from-a-local-zone-in-los-angeles/