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ONES 3.1 provides enhanced telemetry for AI and HPC environments

Source Decision Insights Coverage Published November 12, 2025 Companies 1
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136th article in the last 90 days, one of 252 articles referencing Nvidia. Previous coverage: ONES 4.0 Enhances AI Network Management for Enterprises (Nov 2025).

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ONES 3.1 introduces enhanced telemetry capabilities for High performance computing (HPC) and Artificial Intelligence (AI) environments. This development is significant for IT decision-makers seeking reliable monitoring tools to maintain system performance and avoid disruptions.

Unified Monitoring for Compute, NICs, and GPUs

ONES integrates telemetry across various components including networks, graphics processing units (GPUs), and central processing units (CPUs). This comprehensive visibility supports operators in identifying latency issues and resource bottlenecks more efficiently.

NIC Insights

This solution provides detailed insights into network interface controllers (NICs), allowing operators to monitor link reliability and performance metrics. It includes capabilities to track operational status and validate network configuration to prevent potential connectivity issues.

GPU & Compute Performance Monitoring

ONES tracks performance metrics across hosts and GPUs, which aids in identifying resource hot spots that may indicate a performance imbalance. This functionality is critical for workload efficiency in computing environments.

Compute Health Monitoring

The system allows for continuous monitoring of Central Processing Unit (CPU) metrics, including utilization and memory pressure. Implementing proactive thresholds can help avert performance degradation due to thermal issues or resource shortages.

GPU Performance Insights

Through NVIDIA System Management Interface (SMI), ONES collects essential Graphics Processing Unit (GPU) metrics such as temperature and utilization, enabling teams to relate power and thermal spikes to specific workloads for optimized resource management.

CPU & Memory Utilization

ONES offers monitoring of CPU and memory utilization levels, with data from host and GPU perspectives. This is integral for maintaining stability and aligning with Service Level Agreements (SLAs) for workloads.

Storage & Platform Health

Storage health is monitored through various metrics, including disk usage and temperature. This information supports teams in preemptively addressing issues that could lead to performance delays.

Vendor-Agnostic & Built to Scale

The solution supports multiple Network Interface Controller (NIC) vendors, offering flexibility in large-scale deployments. Its architecture facilitates centralized monitoring without being tied to specific hardware solutions, making it viable for diverse IT environments.

Conclusion

ONES 3.1 effectively equips teams with the tools needed to monitor and optimize performance across both compute and storage resources. This system supports operational continuity in complex AI and HPC settings through its unified telemetry approach.

Blog post, originally published by Pramod Taramatta at Aviz Networks.

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