Network Outage Prediction

AI → Human

AI detects degradation patterns in network telemetry and alerts NOC before outages.

5 nodes · 5 edgestelecom

eventagenthumansystem

Visual

Network Telemetry Streamevent

Packet loss, latency, jitter, and error rates from edge nodes.

↓sequential→ AI Degradation Pattern Detection

AI Degradation Pattern Detectionagent

Identify cascading failure patterns and correlate across network segments.

↓sequential→ Outage Probability Score

↓timeout→ NOC Team Alert

Outage Probability Scoresystem

Estimate time-to-failure and blast radius.

↓conditional→ NOC Team Alert

NOC Team Alertapi

Priority alert to Network Operations Center with affected segments.

↓sequential→ Preventive Action

Preventive Actionhuman

NOC engineer reroutes traffic, isolates segment, or dispatches field team.

Open in Editor

uc-network-outage-prediction.osop.yaml

osop_version: "1.0"
id: "network-outage-prediction"
name: "Network Outage Prediction"
description: "AI detects degradation patterns in network telemetry and alerts NOC before outages."

nodes:
  - id: "telemetry"
    type: "event"
    name: "Network Telemetry Stream"
    description: "Packet loss, latency, jitter, and error rates from edge nodes."

  - id: "degradation_analysis"
    type: "agent"
    subtype: "llm"
    name: "AI Degradation Pattern Detection"
    description: "Identify cascading failure patterns and correlate across network segments."
    security:
      risk_level: "medium"

  - id: "outage_probability"
    type: "system"
    name: "Outage Probability Score"
    description: "Estimate time-to-failure and blast radius."

  - id: "noc_alert"
    type: "api"
    name: "NOC Team Alert"
    description: "Priority alert to Network Operations Center with affected segments."

  - id: "preventive_action"
    type: "human"
    subtype: "review"
    name: "Preventive Action"
    description: "NOC engineer reroutes traffic, isolates segment, or dispatches field team."
    security:
      approval_gate: true

edges:
  - from: "telemetry"
    to: "degradation_analysis"
    mode: "sequential"
  - from: "degradation_analysis"
    to: "outage_probability"
    mode: "sequential"
  - from: "outage_probability"
    to: "noc_alert"
    mode: "conditional"
    when: "outage_probability.value > 0.5"
  - from: "noc_alert"
    to: "preventive_action"
    mode: "sequential"
  - from: "degradation_analysis"
    to: "noc_alert"
    mode: "timeout"
    timeout_sec: 30
    label: "Fast-track if analysis exceeds 30s"

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