NR1 Network Telemetry gives you real time IPfix and Sflow visualization of network data passing through your system.
Comprehensive list of BGP, ASN, routing, peering, and internet infrastructure analysis tools for defenders, OSINT practitioners, and network engineers.
Curated list of NetFlow, network telemetry, flow analysis, JA3/JARM fingerprinting, Zeek tooling, and packet investigation resources for threat hunting and cyber operations.
Analytics and telemetry service for Mango Cloud, Router Architects’ open-source OpenLAN/OpenWiFi managed Wi-Fi platform and cloud controller.
FlowLite turns packets and device counters into analysis-ready CSV: 95 per-flow features, per-host behavioural profiles, and a network-wide time series — from a single command.
Vendor-agnostic gNMI server that bridges NETCONF devices to gNMI clients
Open topology-grounded benchmark for datacenter RCA, hidden-target localization, and counterfactual remediation validation.
A real-time network monitoring system utilizing P4 registers for hop-by-hop queue depth analysis and congestion detection in Mininet.
Correlates InfiniBand/RoCE fabric counters with the Slurm job that owns them — fabric telemetry attribution for diagnosing multi-node training slowdowns.
SpectraBrowser MCP: World-Class Autonomous Cognitive Browser Automation, Playwright Web Agent & Full-Spectrum Network QA Suite for AI Agents (Open WebUI, Claude, GPT-4o, DeepSeek). Zero-hardcoding, Cloudflare bypass & Human-in-the-loop.
Production-grade SATCOM enterprise WAN integration lab — BGP, WireGuard VPN, SATCOM emulation, OSI L1-L7 root cause analyzer, Prometheus/Grafana telemetry, 8 failure experiments
A stochastic AI agent and critic system developed for advanced fault detection and root cause analysis in network telemetry.
Advanced NIDS/IPS featuring a hybrid detection engine, automated firewall blocking (nftables), and real-time network telemetry with an AI-powered threat analysis dashboard.
Production-style observability toolkit for ML infrastructure fabrics: ranks congestion hotspots, loss domains, and noisy flows from eBPF and NIC-style telemetry.
Prototype implementation of the Network Inventory
Nokia EDA app that auto-generates live Grafana topology dashboards per fabric (border-leaf/spine/leaf) with live interface telemetry
🌐 Explore essential tools and datasets for NetFlow and network telemetry, empowering threat hunters and analysts in packet-based investigations.
Explainable AI toolkit for root cause analysis in large-scale datacenter networks (IEEE TNSM draft).
Architectural implementation of Data Repatriation and Sovereignty. Features a local Sovereign Data Tier (PostgreSQL) integrated with AWS EKS compute, secured via Cisco ZBPF, and backed by a Disaster Recovery (DR) pipeline utilizing AWS Storage Gateway and S3.
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