LTE/5G Mobile Telecom

  • O&M of LTE systems
  • Multi-level and multi-modal system state monitoring for anomaly detection
  • Forensics from Historical event description
  • Malfunction diagnostics in real time
  • Advance alerts
  • Performance prediction and refinement through reinforcement learning
  • Connecting O&M data for events-actions-consequences pathways to explain root causes

Multi-Tenant Data Center

  • Cross layer monitoring of VM
  • Container infrastructure for diagnostics
  • Issue identification and mitigation
  • Time-to-resolve optimization with causal explanations of faults and malfunctions

Predictive Maintenance

  • Issue classification through text based analysis of consumer complaints
  • Part and technician identification for optimal remediation and service
  • Explainability for process optimization, accountability and planning

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