Which tool is recognized for identifying and resolving performance bottlenecks in GPU management?

The Nvidia Data Center GPU Manager (DCGM) is a specialized tool designed specifically for the management and monitoring of Nvidia GPUs in data centers. Its primary function is to identify and resolve performance bottlenecks that can affect the efficiency and effectiveness of GPU utilization. By providing real-time metrics, it helps administrators track GPU health and performance, allowing them to optimize resource allocation and mitigate potential issues before they become critical.

DCGM features capabilities like monitoring temperature, power consumption, memory usage, and utilization levels, which are essential for understanding how well the GPU is performing under various workloads. With these insights, users can make informed decisions on scaling, load balancing, and overall system performance optimization. Thus, DCGM stands out as the go-to tool for addressing performance discrepancies within GPU management contexts.