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Introduces STBR to reduce bandwidth bottlenecks in computing systems, suggesting a new architecture for improved performance.
This paper introduces Semantic Token Bus Reduction (STBR), demonstrating that the CPU-RAM-GPU bandwidth bottleneck is semantic rather than physical. STBR replaces raw data transmission with semantic token references resolved locally, reducing interconnect load from O(|D|) to O(1) under high coherence. Introduces Semantic Compression Theory, the Semantic Coherence Function, and the Token Instruction Set Architecture (Token ISA).
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Elizeu Almeida Prudente (2026) studied this question.
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