AIOps: AI-driven operations, event correlation, intelligent alerting

AIOps Platforms for Telecom

AIOps (Artificial Intelligence for IT Operations) applies ML to operational data for automated event management, anomaly detection, and root cause analysis. In telecom, AIOps platforms ingest diverse data streams: network alarms, performance counters, log files, configuration changes, trouble tickets, and social media feeds. ML algorithms perform event deduplication, temporal correlation, and topological grouping to reduce noise from thousands of raw events to a manageable set of actionable situations. Gartner estimates that AIOps can reduce event noise by 90-99%, transforming operations…