Why End-to-End Visibility Matters for Cumulus Networks
- Proactive Issue Detection: Identifying and resolving potential problems before they escalate.
- Performance Optimization: Ensuring data flows efficiently, minimizing latency and packet loss.
- Security Enhancement: Detecting anomalies and potential security threats in real-time.
- Informed Decision-Making: Providing actionable insights for network planning and scaling.
- Delayed Issue Resolution – Troubleshooting network problems becomes reactive rather than proactive.
- Performance Bottlenecks – Poor visibility can result in increased latency, packet loss, and inefficiencies.
- Security Risks – Without continuous monitoring, network vulnerabilities may go undetected.
Comprehensive Integration with Spectrum-X
Agentless Telemetry Collection

Real-World Insights
- Live Dashboard View: Real-time visibility into device performance and health metrics.
- RoCE Telemetry: Detailed tracking of PFC packets and queue performance, crucial for optimizing RDMA traffic.

- Unified Monitoring Experience: A consistent monitoring platform for both SONiC and Cumulus Linux devices, simplifying network management.

Advanced Rule Engine for Proactive Monitoring
- Define Custom Rules for monitoring critical Cumulus device metrics.

- Receive Real-Time Alerts via Slack, Zendesk, and other integrations.

AI/ML Topology Visualization
- Monitor AI/ML Fabric for performance optimization.

- Visualize and manage network connections in data center environments.
Benefits of Deploying ONES with Cumulus Devices
- Unified Monitoring Platform: Organisations can now monitor both SONiC and Cumulus devices through a single pane of glass, streamlining operations and reducing complexity.
- Enhanced Troubleshooting Capabilities: Detailed telemetry data accelerates the identification and resolution of network issues, minimizing downtime and improving service reliability.
- Scalability: ONES is designed to handle the demands of large-scale networks, ensuring that as your infrastructure grows, your monitoring capabilities scale accordingly.
- Security and Compliance: Comprehensive monitoring aids in maintaining security postures and ensuring compliance with industry standards by providing visibility into all network activities.
- Enhanced Security by detecting anomalies and ensuring compliance.
- Optimized Performance through RoCE visibility and advanced traffic analysis.
Conclusion
FAQs
1. What is end-to-end observability in Spectrum-X networks and why is it important?
End-to-end observability refers to the ability to monitor data flow and network health from source to destination across the entire infrastructure. In Spectrum-X environments, this ensures reduced latency, faster troubleshooting, and better performance tuning—especially vital for AI/ML workloads and RDMA (RoCE) traffic.
2. How does ONES enable agentless telemetry for Cumulus Linux-based Spectrum-X switches?
ONES collects telemetry using NVUE (NVIDIA User Experience Daemon) via REST APIs and serves it through NGINX, eliminating the need for extra agents. This streamlines deployment while ensuring real-time visibility into Cumulus devices running versions 5.9, 5.10, and 5.11.
3. Can ONES monitor both SONiC and Cumulus devices from a single dashboard?
Yes. ONES 3.1 offers unified observability across SONiC and Cumulus Linux devices through a single interface—simplifying network monitoring in hybrid, multi-vendor environments and enabling consistent rule-based alerts and insights.
4. How does ONES support RoCE traffic visibility for optimizing GPU clusters?
ONES provides detailed metrics on Priority Flow Control (PFC) and queue-level performance, enabling visibility into RoCE packet flows. This is critical for achieving lossless communication in GPU-driven AI clusters and fine-tuning fabric behavior.
5. What are the key benefits of integrating ONES with NVIDIA Spectrum-X for enterprise networks?
- Unified network monitoring across vendors
- Real-time alerts with an advanced Rule Engine
- Visual topology for AI/ML fabrics
- Better compliance through complete traffic visibility
- Scalability to support growing data center demands