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AI clusters using next-generation accelerators (e.g., NVIDIA GB200) push rack power density beyond 130 kW, making air cooling insufficient and driving adoption of direct liquid cooling (DLC). This whitepaper introduces Wiwynn’s Elastic Management Framework, a modular, scalable, interoperable...
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This whitepaper examines the growing importance of power efficiency in AI systems, where increasing computational demand translates into significant energy consumption and operating costs. We begin by introducing the overall architecture of AI applications and their critical power components,...
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The rapid expansion of artificial intelligence, high-performance computing, and cloud services is driving unprecedented levels of heat generation in modern data centers. Traditional air cooling and single-phase liquid cooling are increasingly unable to meet the demands of high-density server racks...
As the chip industry moves beyond an era of rapid development, immersion cooling has emerged as a critical technology thanks to its superior cooling efficiency. Yet, validation across different environments often produces inconsistent results. In traditional immersion cooling setups, servers are...
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This research introduces an innovative immersion cooling testing platform equipped with dedicated fixtures that streamline production and debugging. The system enables efficient fault detection and component replacement, resulting in higher manufacturing yields and expanded production capacity. By...
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Wiwynn is participating in Intel’s Open IP collaboration program by integrating a 1OU computing server, compliant with the Open Compute Project (OCP) Open Rack V3 (ORv3) standard, into Intel’s purpose-designed single-phase immersion cooling tank. The system employs Perstorp Polyolester (POE) 390z...
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High-density QLC SSDs are redefining storage architectures and are paving the way for greater data density and cost and power efficiency. They are breaking the traditional 4 KiB assumptions that have shaped today’s storage stacks. QLC technology introduces unique characteristics such as larger...
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AI and large-language-model clusters are straining the limits of traditional fat-tree and star networks. When tens of billions of parameters move across 224 Gbps links, the switch tiers, cable count, and power draw all climb sharply. Our newest white paper explains how a 3D Torus rack-level fabric...
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AI accelerators and next-gen HPC processors are already nudging past the one-kilowatt mark, making single-phase liquid loops struggle with soaring flow rates, pump power, and rack-level energy budgets. Our latest white paper reveals how a two-phase cold plate, tuned for a 45 °C boiling point,...