In modern high-performance computing and AI-driven workloads, real-time observability is crucial for maximizing performance and preventing failures. ONES delivers a powerful telemetry solution that provides deep insights into compute environments, monitoring NICs, GPUs, CPUs, SSDs, and other critical components. With real-time tracking and seamless multi-vendor compatibility, ONES empowers businesses with proactive performance management, ensuring stability, efficiency, and optimal resource utilization.
Unified Monitoring for Compute, Network Interfaces Cards, and GPU Performance
NIC Insights:
To ensure seamless data transmission, ONES compute telemetry provides comprehensive visibility into network interface performance. It captures key metrics such as operational and administrative status, MTU size, port speeds, and auto-negotiation settings—helping teams assess interface health and diagnose potential issues.
Additionally, ONES monitors Forward Error Correction (FEC) modes to enhance data reliability and tracks Link Layer Discovery Protocol (LLDP) statistics, including transmitted, received, and discarded frames. This enables better network topology mapping, proactive issue resolution, and improved data integrity analysis, ensuring optimal performance in high-performance computing environments.
GPU and Compute Performance Monitoring:
In GPU-accelerated environments, performance bottlenecks can stem from either the compute infrastructure hosting GPUs or the GPUs themselves. ONES provides comprehensive visibility into both, ensuring optimal efficiency and stability.
Compute Health Monitoring:
ONES tracks critical system-wide parameters, including CPU utilization, memory usage, temperature, and platform metadata. This proactive monitoring helps maintain stable performance and prevents thermal-related issues.
GPU Performance Insights:
Using NVIDIA SMI, ONES collects key GPU metrics such as real-time core temperature, utilization, power consumption, memory allocation, bus ID, and serial number. By continuously monitoring temperature fluctuations and power draw, administrators can proactively mitigate failures, optimize workloads, and maximize GPU efficiency.

CPU and Memory Utilization
Efficient resource allocation is essential for sustaining high-performance computing. ONES continuously monitors CPU load across various intervals and tracks memory usage at both compute and GPU levels to optimize resource distribution and prevent bottlenecks. With real-time system uptime visibility, ONES enables administrators to evaluate long-term reliability, make proactive adjustments, and ensure seamless operations while mitigating unexpected failures.


Storage and Platform Health
Efficient resource allocation is essential for sustaining high-performance computing. ONES continuously monitors CPU load across various intervals and tracks memory usage at both compute and GPU levels to optimize resource distribution and prevent bottlenecks. With real-time system uptime visibility, ONES enables administrators to evaluate long-term reliability, make proactive adjustments, and ensure seamless operations while mitigating unexpected failures.

Vendor-Agnostic and Scalable
ONES observability is vendor-agnostic, collecting network metrics through standard Linux interfaces, supporting multiple NIC vendors such as Intel and Mellanox. This flexibility ensures that ONES adapts to your evolving infrastructure as new hardware and network configurations are integrated.
Designed for large-scale deployments, ONES offers scalable monitoring solutions for thousands of system components without overwhelming server resources. While primarily gathering data from Linux servers, it supports multi-vendor environments, enabling seamless data collection from diverse hardware configurations. By centralizing monitoring across servers hosting GPUs, network interfaces, and individual GPUs, ONES ensures comprehensive performance tracking and efficient management.
Conclusion
ONES 3.1 delivers an efficient, flexible, and scalable solution for monitoring critical system components. With in-depth insights into network performance, GPU metrics, server conditions, CPU load, memory usage, and system uptime, it empowers administrators to optimize performance and prevent failures. Its seamless compatibility with diverse hardware vendors and network configurations makes it the ideal choice for complex, multi-vendor environments. Unlock the full potential of your infrastructure with ONES 3.1’s comprehensive observability and performance monitoring.