Distributed Systems

• Perceived latency: service time and queueing
• Request rate
• Error rate
• Traffic origins
• Histogram of latencies for each server, for comparisons
• Visualizations:
  • heatmaps
    • for service
    • per server
    • per backend
  • system 'flame graph'
  • visualize traffic as graph, queue time, request flow