most citedtubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit

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cs.DC2026

TaxBreak: Unmasking the Hidden Costs of LLM Inference Through Overhead Decomposition

Prabhu Vellaisamy, Shreesh Tripathi, Vignesh Natarajan +3

Large Language Model (LLM) inference is widely used in interactive assistants and agentic systems. In latency-sensitive deployments, inference time can become dominated by host-sid…