datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
multi-domain-cloudflare-observability
Multi-Domain Cloudflare Web Traffic, Performance and Security Observability Dataset
This dataset contains multi-domain Cloudflare analytics exported into analysis-ready Parquet tables. It combines HTTP request aggregates, hourly traffic trends, path and referrer dimensions, country/device/browser breakdowns, DNS analytics, cache behavior, Web Vitals/RUM performance signals, redirect and ruleset metadata, and available firewall/security aggregates across 200 websites.
The… See the full description on the dataset page: https://huggingface.co/datasets/Lightcap/multi-domain-cloudflare-observability.app_observability_logs
Core Observability Logs Dataset
pipeline-observability-github-etl-storagepipeline-observabilitypipeline-observability-discourse-forumspipeline-observability-airbytenetwork-observability-reality-coherence-gap-v0.1What this repo is for
Detect when dashboards say everything is fine
but the network is failing.
Common real-world pattern:
metrics green
alerts silent
users complaining
synthetic probes failing
hidden outages
This closes the network domain.
pipeline-observability-fivetranacm-observability-213-2ai-5node-obs-buf-lag-cpl-observability-loss-v0.1
What this repo does
This dataset models observability loss cascades in AI operations. It detects when observability pressure rises, protective buffers weaken due to reduced telemetry, governance lag delays triage and capture, and tight coupling through shared observability pipelines propagates blind spots across products, crossing the five-node cascade threshold into an unrecoverable observability loss cascade.
This dataset models a five-node cascade: four interacting instability… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-5node-obs-buf-lag-cpl-observability-loss-v0.1.pipeline-observability-vendor-communities