II.
Workflow overview
Reference · liveworkflow:latency-profiling-deep-dive
Latency Profiling Deep Dive overview
Investigates end-to-end request latency anomalies through systematic profiling -- capturing distributed traces, analyzing per-service latency contributions, identifying slow database queries via explain plans, profiling serialization/deserialization overhead, measuring network round-trip times between services, correlating latency spikes with GC pauses or thread contention, generating flame graphs for critical code paths, and producing targeted optimization recommendations with expected latency improvements. Excludes load testing and performance budgeting.
Attributes
displayName
Latency Profiling Deep Dive
workflowKind
development
triggerType
on-demand
typicalCadence
per-issue
complexity
single-team
description
Investigates end-to-end request latency anomalies through systematic
profiling -- capturing distributed traces, analyzing per-service latency
contributions, identifying slow database queries via explain plans, profiling
serialization/deserialization overhead, measuring network round-trip times
between services, correlating latency spikes with GC pauses or thread
contention, generating flame graphs for critical code paths, and producing
targeted optimization recommendations with expected latency improvements.
Excludes load testing and performance budgeting.
Outgoing edges
applies_to_domain2
- domain:software-engineering·DomainSoftware Engineering
- domain:observability·DomainObservability
involves_role3
- role:performance-profiler·RolePerformance Profiler
- role:debugger·RoleDebugger
- role:backend-engineer·RoleBackend Engineer
performed_by_org_unit2
- org-unit:engineering·OrgUnitEngineering
- org-unit:engineering-productivity·OrgUnitEngineering Productivity
requires_skill_area2
- skill-area:profiling-cpu·SkillAreaCPU Profiling
- skill-area:observability-pipeline·SkillAreaObservability Pipeline
triggers_responsibility2
- responsibility:performance-budget-tracking·ResponsibilityPerformance budget tracking
- responsibility:triage-incoming-issues·ResponsibilityTriage incoming issues
Incoming edges
None.