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HALO — Interactive Demo
ANOMALY DETECTED
⚠
Cascading DB Failure
Connection pool exhaustion cascades across 4 services. HALO correlates and auto-remediates.
CRITICAL
📈
10x Traffic Surge
Viral event triggers 10x spike. HALO auto-scales before degradation hits.
WARNING
🐘
Memory Leak
ML model spots gradual memory climb. Predicts OOM 18 min early, restarts pods.
SLOW BURN
🔒
DDoS Mitigation
847-IP botnet classified and blocked. Rate limiting + geo-fence activated.
SECURITY
api-gateway
92%
lat
156ms
err
2.8%
auth-service
43%
lat
9ms
err
0.0%
payment-api
81%
lat
88ms
err
3.8%
user-db
96%
lat
45ms
err
3.5%
cache-redis
48%
lat
8ms
err
0.4%
msg-queue
30%
lat
6ms
err
0.0%
Request Latency — api-gateway
p50
p99
anomaly
ANOMALY ZONE
T+0:00
All 6 services healthy. Baseline metrics normal.
T+1:12
user-db
connection pool climbing — 78% utilization.
T+2:04
api-gateway
p99 latency 52ms (baseline: 30ms).
T+2:48
⚠
user-db
pool exhausted at 98%. Connections refused.
T+3:06
⚠
api-gateway
latency spike 4.2σ above baseline — 156ms.
T+3:24
⚠
payment-api
error rate 3.8% — timeout to user-db.
T+4:30
HALO
correlates 4 alerts → 1 incident
. Root cause: user-db pool exhaustion.
T+5:15
⚙ Auto-remediation: scaling connection pool 50 → 200.
✓ Executing playbook
T+6:42
✓
Incident resolved
in 4m 12s. All services healthy.
MTTR: 4m 12s vs 47m avg
Root Cause
user-db
Connection pool exhaustion
Blast Radius
4
services impacted
CRITICAL
api-gateway
CRITICAL
payment-api
WARNING
cache-redis
SOURCE
user-db
Resolution
4m 12s
vs 47 min industry average
Remediation
Auto
Pool scaled 50 → 200
⚙
Correlated 4 alerts → 1 incident
Root cause:
user-db connection pool exhaustion
cascading to api-gateway, payment-api, cache-redis
4
Alerts
1
Incidents
87%
MTTR Reduction
94%
Noise Eliminated
6 min
Avg Resolution
$340K
Annual Savings