Abstract: Multi-scalar multiplication (MSM) is the primary computational bottleneck in zero-knowledge proof protocols. To address this, we introduce FAMA, an FPGA-oriented MSM accelerator developed ...

As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache ...

Abstract: The Joint Singular Value Decomposition (JSVD) aims to find a pair of unitary matrices allowing a simultaneous diagonalization of a set of matrices. Based on Givens rotations, this paper ...