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White Paper: GPU-Initiated, Liquid-Cooled, Ultra-High-Density Storage for Next-Gen AI
This paper introduces a paradigm shift in storage architecture designed to overcome the CPU-centric data path bottlenecks in modern AI workloads. By...
Press
Updated on August 4, 2025
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 typically installed vertically, which makes electrical and signal integrity (SI) validation difficult due to limited tank space. To address this, servers usually need to be removed and tested horizontally outside the tank.
Wiwynn’s groundbreaking clear test tank redefines this process by enabling horizontal server testing directly within the immersion cooling environment. Its architecture, components, and design are purpose-built for validation, ensuring accurate results under fully immersed conditions. This innovation sets a new benchmark for the industry by delivering consistency, reliability, and a significant step forward in immersion cooling validation.
Download the whitepaper to explore how this breakthrough transforms next-generation server testing.
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This paper introduces a paradigm shift in storage architecture designed to overcome the CPU-centric data path bottlenecks in modern AI workloads. By...
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This paper explores a disaggregated key-value (KV) storage architecture designed to efficiently offload KV cache tensors for generative AI workloads.
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This paper explores an advanced framework designed to automate the extraction of important attributes from unstructured part datasheets. By...