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Semiconductor Engineering August 30, 2026 By Technical Paper Link neutral

Hybrid HBM-HBF Architecture in LLM Inference (University of Oxford)

AI / LLMSemiconductorsMemoryRegulation
<p>Researchers at the University of Oxford published a technical paper titled “Hardware-Managed Heterogeneous High-Bandwidth Memory and Flash in LLM Inference Systems.” Abstract Excerpt: “ High-Bandwidth Flash (HBF) offers a denser alternative, providing 16x more capacity per stack at comparable bandwidth. In this work, we show that while replacing HBM with HBF can address the capacity... <a class="read_more" href="https://semiengineering.com/hybrid-hbm-hbf-architecture-in-llm-inference-university-of-oxford/">&#187; read more</a></p> <p>The post <a href="https://semiengineering.com/hybrid-hbm-hbf-architecture-in-llm-inference-university-of-oxford/">Hybrid HBM-HBF Architecture in LLM Inference (University of Oxford)</a> appeared first on <a href="https://semiengineering.com">Semiconductor Engineering</a>.</p>
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