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Spectrum-X and ONES: End-to-End Observability for GPU Networks

May 8, 2025

The latest release of Open Networking Enterprise Suite (ONES) marks a significant milestone in network observability, introducing comprehensive telemetry support for Spectrum-X switches. This update extends the robust monitoring capabilities of ONES to Cumulus Linux, providing deep visibility into network performance, health, and traffic patterns.In today’s rapidly evolving networking landscape, achieving end-to-end visibility is paramount for maintaining optimal network performance and swiftly addressing potential issues. With ONES, Aviz Networks ensures that organizations leveraging Cumulus Linux 5.9, 5.10, and 5.11 can achieve end-to-end network visibility, enabling efficient troubleshooting, enhanced security, and performance optimization.

Why End-to-End Visibility Matters for Cumulus Networks

End-to-end visibility refers to the comprehensive monitoring and analysis of data as it traverses the entire network infrastructure. This holistic perspective is essential for:
Without such visibility, network administrators often find themselves reacting to issues after they impact operations, leading to increased downtime and reduced efficiency.
As modern data centers become increasingly complex, ensuring seamless monitoring across all network components is critical. Lack of visibility can lead to:
To address these challenges, ONES supports agentless telemetry for Cumulus, delivering real-time insights into device health, interfaces, traffic statistics, and protocol performance.

Comprehensive Integration with Spectrum-X

Agentless Telemetry Collection

ONES supports Cumulus Linux in an agentless manner, leveraging NVUE (NVIDIA User Experience Daemon) and NGINX for telemetry data collection. NVUE exposes telemetry data through REST APIs, and NGINX acts as a web server to serve these API requests. This enables seamless integration and eliminates the need for additional agents.

Real-World Insights

Advanced Rule Engine for Proactive Monitoring

ONES 3.1 integrates an advanced Rule Engine that enhances network management by providing automated alerts and notifications. This feature allows administrators to:

AI/ML Topology Visualization

ONES provides comprehensive topology visualization with full support for Cumulus devices. Users can:

Benefits of Deploying ONES with Cumulus Devices

Implementing ONES within a Cumulus-powered network infrastructure offers several advantages:

Conclusion

ONES sets a new standard for network observability, delivering end-to-end visibility for Spectrum-X platforms. With agentless telemetry, extensive metrics coverage, and unified monitoring, it empowers organizations to optimize network performance, security, and operational efficiency.

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.

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.

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.

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.

  • 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

Neekshitha dyasani

Blog Author

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Spectrum-X and ONES: End-to-End Observability for GPU Networks

The latest release of Open Networking Enterprise Suite (ONES) marks a significant milestone in network observability, introducing comprehensive telemetry support for Spectrum-X switches. This update extends the robust monitoring capabilities of ONES to Cumulus Linux, providing deep visibility into network performance, health, and traffic patterns.In today’s rapidly evolving networking landscape, achieving end-to-end visibility is paramount […]