Files
2025-11-30 08:21:05 +08:00

1.1 KiB

description
description
Analyze logs for performance insights

Log Analysis Tool

Analyze application logs to identify performance issues and optimization opportunities.

Analysis Areas

  1. Slow Requests: Identify requests exceeding latency thresholds
  2. Error Patterns: Detect recurring errors and exceptions
  3. Resource Warnings: Find resource exhaustion warnings
  4. Query Performance: Extract slow database queries from logs
  5. Traffic Patterns: Analyze request patterns and spikes
  6. Exception Trends: Track exception frequency over time

Process

  1. Define log aggregation strategy
  2. Set up structured logging if not present
  3. Configure log parsing and indexing
  4. Create performance-focused log queries
  5. Build log analysis dashboards
  6. Set up log-based alerts

Output

Provide:

  • Structured logging implementation guide
  • Log aggregation setup (ELK, Loki, CloudWatch, etc.)
  • Performance analysis queries
  • Dashboard configurations showing:
    • Slow request distribution
    • Error rate trends
    • Performance degradation events
  • Alert rules based on log patterns
  • Log retention and cost optimization recommendations