ONES improves performance monitoring for compute environments
2 companies named across 16 categories, one of 87 articles referencing Nvidia. Previous coverage: ONES 3.1: Enhanced Performance Monitoring (May 2025).
Companies mentioned
Recent advancements in telemetry technology have highlighted the role of real-time observability in enhancing performance and preventing failures in High performance computing (HPC) environments. ONES offers a telemetry solution that monitors various critical components including NICs, GPUs, CPUs, and SSDs, allowing for proactive resource management.
Unified Monitoring for Compute, NICs, and GPU Performance
The ONES telemetry solution provides in-depth visibility into network interface performance, capturing essential metrics such as operational status, MTU size, port speeds, and auto-negotiation settings. This data aids teams in diagnosing potential issues and assessing overall interface health.
Furthermore, the system tracks Forward Error Correction modes to bolster data reliability while monitoring Link Layer Discovery Protocol (LLDP) statistics, which facilitates improved network topology mapping and proactive issue resolution.
GPU and Compute Performance Monitoring
In environments utilizing Graphics Processing Unit (GPU) acceleration, monitoring both the GPU hardware and the compute infrastructure is necessary to prevent performance bottlenecks. ONES enables this comprehensive visibility to promote efficient operations.
Compute Health Monitoring
ONES actively monitors critical system parameters, tracking Central Processing Unit (CPU) utilization, memory usage, thermal metrics, and platform metadata. Such monitoring aids in stabilizing system performance and preventing overheating.
GPU Performance Insights
Using NVIDIA System Management Interface, ONES gathers real-time GPU metrics including core temperature, power consumption, and memory allocation. This allows administrators to identify potential failures and optimize workloads by monitoring temperature and power fluctuations closely.
CPU and Memory Utilization
To ensure effective resource allocation in HPC, ONES monitors CPU load and memory usage extensively at both compute and GPU levels. With real-time uptime tracking, administrators can make necessary adjustments to maintain system stability.
Storage and Platform Health
The continuous monitoring of CPU and memory is crucial for preventing resource bottlenecks in compute environments. ONES also tracks disk health and utilization, providing important metrics to assess overall system performance.
Vendor-Agnostic and Scalable
ONES’ observability features are designed to be vendor-agnostic, integrating across various Network Interface Controller (NIC) vendors like Intel and Mellanox using standard Linux interfaces. This flexibility allows the telemetry solution to adjust seamlessly to evolving infrastructure.
The ONES system supports large-scale deployments, efficiently collecting data across thousands of system components while minimizing resource use. It operates effectively in multi-vendor environments, centralizing monitoring for comprehensive performance management.
Conclusion
BACK-TO-FROM 3.1 provides a reliable and flexible telemetry solution for monitoring key components in complex compute environments. The platform’s ability to deliver insights into network performance, GPU metrics, and overall system health supports administrators in optimizing operations and preventing failures. Its compatibility with diverse hardware ensures it meets the demands of advanced and mixed infrastructures.