~/talk

Modern database monitoring with integrated machine learning

Talkat Oracle CloudWorld 2022 · 2022-10-17..10-20· [machine-learning, observability]
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Oracle Logging Analytics is a SaaS service that ingests logs from OCI, AWS, Azure or on‑prem with one‑click ingestion, auto‑parses ORA codes into human‑readable labels, and runs built‑in ML clustering to turn 15,000 records into 74 clusters and surface 16 outliers in minutes. It demos anomaly detection, top SQL trend clustering, ExaData topology views, security enrichment from audit tables, and alerting — all without writing ML code or hiring a data scientist.

AI-written summary · about

  1. 0:00Start
  2. 1:23A Typical Enterprise IT Environment
  3. 1:43Database Management Cost Drivers
  4. 3:03Oracle Logging Analytics: Overview
  5. 4:46Logging Analytics for Oracle Database and ExaData
  6. 8:41Oracle Databases Dashboard
  7. 15:48Exawatcher Analytics
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