Miguel Silva

ZeroMass Architecture: Mitigating the "Memory Wall" in LLM Inference via Asynchronous Decompression and Semantic Proxies

2026 · Zenodo (CERN European Organization for Nuclear Research)

ZeroMass Architecture proposes a theoretical systems architecture for mitigating the Memory Wall in Large Language Model (LLM) inference on commodity hardware. Rather than treating model parameters as a static asset permanently resident in GPU memory, …