Artificial Intelligence (AI) and high-performance computing (HPC) demand infrastructure solutions that deliver exceptional speed, reliability, and scalability. Chatsworth Products (CPI) provides advanced solutions engineered to optimize power, cooling, and data management, ensuring your systems perform at their peak to support AI-driven workloads and compute-intensive environments.
AI and HPC: Managing Power and Heat Efficiently
The use of high performance computing (HPC) is growing as more massively parallel processing applications are developed. HPC is used for computational finance, climate modeling, analytics, design and visualization, animation, academic research and supercomputing, security monitoring, medical imaging and machine learning for artificial intelligence. The addition of graphics processing units (GPUs) to standard server computers deliver impressive performance multipliers delivering 15- to 40-times the processing power of basic computer processing units (CPU) replacing multiple CPU nodes for each GPU.
The trade off is increased power density in the rack. HPC processors are power efficient, but each GPU adds additional power draw for each server. So, a rack of GPU-enabled HPC servers will typically draw more power than a rack of standard CPU-based servers and will also generate more heat. As a result, you must carefully consider thermal management and power distribution and monitoring in HPC racks.
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