Redis 7.2 is experiencing excessive garbage collection pauses. Response times spiking during GC cycles. P99 latency 10x normal.
Pattern
PERFORMANCE_DEGRADATION
Severity
MEDIUM
Confidence
51%
Remediation
Auto-Heal
Test Results
Metric
Expected
Actual
Result
Pattern Recognition
PERFORMANCE_DEGRADATION
PERFORMANCE_DEGRADATION
Severity Assessment
HIGH
MEDIUM
Incident Correlation
N/A
None
Cascade Escalation
N/A
No
Remediation
—
Auto-Heal — Corax resolves autonomously
Scenario Conditions
Ubuntu 22.04 LTS. Redis 7.2 GC pause time 338ms. GC frequency: every 5 seconds. Heap at 90%. Response time degraded 47x.
Injected Error Messages (1)
Redis 7.2 degraded performance on Ubuntu 22.04 LTS — garbage collection pauses 338ms, response time spike 47x normal, high latency during GC cycles, P99 latency critical
Neural Engine Root Cause Analysis
Performance degradation detected — response times are significantly above baseline, indicating resource pressure, increased load, or infrastructure issues.
Remediation Plan
Investigate server resource usage (CPU, memory, disk I/O). Check for background jobs or traffic spikes. Optimize slow queries or endpoints if specific to one service.