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AWS Analytics Services — ภาพรวม

บริการ Analytics หลัก​

  • Amazon Athena — Serverless SQL query บน S3 ($5/TB) รองรับ CSV/JSON/Parquet/ORC
  • Amazon Redshift — Data warehouse, columnar, MPP
  • Amazon OpenSearch — Search engine (successor ของ ElasticSearch) partial/full-text search
  • Amazon EMR — Managed Hadoop clusters
  • Amazon QuickSight — Serverless BI dashboards
  • AWS Glue — Serverless ETL + Data Catalog
  • AWS Lake Formation — Managed data lake บน S3
  • Amazon Kinesis — Real-time data streaming (Data Streams, Firehose, Analytics)
  • Amazon MSK — Managed Apache Kafka

Big Data Ingestion Pipeline​

IoT → Kinesis Data Streams → Kinesis Data Firehose → S3 → SQS → Lambda → Athena → S3 (reporting) → QuickSight/Redshift