#Cloudwatch

2 posts tagged "cloudwatch"

AI System on Native AWS - Part 5 - 生產化 MLOps 與可觀測性

前四篇蓋好了四個 AI 系統,但『能跑』跟『敢上線』之間隔著一整套 MLOps。本篇收束整個系列,講清楚 AWS 原生 AI 系統的生產化:SageMaker 的三種部署策略與藍綠/金絲雀更新、Bedrock 模型呼叫日誌與 CloudWatch/X-Ray 可觀測性、模型漂移偵測、成本治理與 tag 分帳、以及用 CDK Pipelines 做基礎設施 CI/CD。全部用 CDK(CloudFormation)描述,並附一張跨五篇的系統對照總表。

·27 min aiengineering

Building Centralized Logging with OpenSearch and AWS CDK

Learn how to build a scalable centralized logging platform using OpenSearch, Kinesis Data Firehose, and AWS CDK to collect, process, and analyze logs from Kubernetes clusters and containerized applications.

·16 min engineeringarchitecture