C0rr3l8 Integrations
One platform pulling from every layer of your stack.
Your GPU scheduler doesn’t know what your storage layer is doing. Your network telemetry doesn’t see queue depth. C0rr3l8 pulls from all of them — out of band — and correlates patterns that no single tool can see on its own.
Runs alongside your infrastructure, not inside it. No agents, no sidecars, no production risk.
How We Pull Your Data
API Ingestion
Point c0rr3l8 at your telemetry endpoints, or push events from your monitoring pipeline. Standard JSON over HTTPS. Works with any source that can export data.
Available now
Production Export Import
Feed in exports from your production tools — DCGM CSV, Prometheus query results, scheduler logs. Auto-detection normalizes different formats into a single correlation model.
Available now
Change Control Sync
Link change records from ServiceNow to correlations — so when a configuration change causes a performance shift, the evidence connects them automatically.
ServiceNow — available now. Jira, PagerDuty — coming soon.
What We Correlate Across
Each of these domains has its own tools. None of them talk to each other. C0rr3l8 pulls from all of them and finds the patterns that only appear when you look across the full stack:
GPU & Compute
Utilization, occupancy, memory pressure, feed starvation, training throughput. Works with any GPU telemetry source that exports metrics.
Scheduler & Orchestration
Queue depth, placement delays, job completion times, contention patterns. Works with any scheduler or orchestrator that exports job telemetry.
Storage & Data Pipeline
Retry rates, throughput, metadata latency, throttling signals. Works with any S3-compatible object store or storage platform that exports telemetry.
Network & Fabric
Latency spikes, congestion events, link errors, topology-aware correlation. Works with any network telemetry source or infrastructure log exporter.
Data quality checks run at the point of ingestion — before any analysis begins. Every source gets a confidence score so your team knows which signals are strong and where more coverage would improve the picture. The more sources you connect, the sharper the correlation.