Cell Optimizer
CertifiedTunes cell-level radio parameters to optimize capacity, throughput, and user experience. Focuses on antenna tilt, power settings, and neighbor relations for improved network performance.
Version
v1.0.2
Department
RAN Optimization
Vendor
DarkNOC Internal
Certified
Mar 1, 2026
Evaluation Scores
Composite Score
65%
Validates that generated commands are syntactically and semantically correct
Evaluates whether the action fits the current network context and conditions
Physics-based simulation of the expected outcome before execution
Verifies adherence to the Declarative Operational Intent Layer contract
Version History
Bronze certification. Meets minimum requirements for supervised deployment.
Improved urban modeling. Still below certification threshold.
Initial release. Capacity predictions unreliable in dense urban.
DOIL Contract Summary
Intent Class
cell-optimization
Risk Level
highReview Cycle
Weekly
Constraints
- Maximum 5 parameter changes per cell per hour
- Cannot modify handover parameters without supervisor approval
- Must maintain minimum RSRP -110 dBm at cell edge
- Rollback required if KPI degradation >5% within 15 minutes
Production Readiness
Guardrails enforced
Parameter change limits: max 10% delta per adjustment cycle.
Rollback tested
Configuration snapshot and restore verified. Recovery time: 120s.
Staged deployment proven
Canary on 2 cells for 48h. Minor KPI improvements observed.
Audit trail complete
Full parameter change log with before/after snapshots.
Human review approved
Conditional approval. Requires supervised operation for first 30 days.