Tag: telemetry correlation
From What Now to What’s Next: How AI Is Closing the Gap Between Detection and Resolution
Howard Beader | | AI agents, AI-driven operations, anomaly detection, APM limitations, dependency failures, devops, distributed systems, incident response, IT operations, LLM fragility, MTTI, mttr, observability, operational resilience, outage detection, prescriptive monitoring, proactive remediation, root cause analysis, SRE tools, telemetry correlationModern DevOps teams face outages driven by complex dependencies and AI-enabled systems; success now depends on moving from reactive monitoring to prescriptive, AI-assisted incident resolution that shortens MTTI and MTTR ...
A Modern Approach to Multi-Signal Optimization
Nikhil Kurup | | application performance monitoring, ArgoCD, CI/CD observability, cloud cost optimization, cloud operations, cloud waste reduction, cloud-native operations, CloudNativeCon Atlanta, datadog, devops automation, grafana, incident response, KubeCon 2025, Kubernetes monitoring, metric classification, MTTR reduction, multi-signal optimization, observability, p99 latency, pod CPU metrics, predictive monitoring, proactive observability, Prometheus, root cause analysis, signal correlation, signal hierarchy, SRE best practices, telemetry correlationHow multi-signal optimization and metric classification help DevOps and turn telemetry chaos into actionable intelligence ...
