AIBullisharXiv – CS AI · Apr 107/10
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Space Filling Curves is All You Need: Communication-Avoiding Matrix Multiplication Made Simple
Researchers present a new approach to General Matrix Multiplication (GEMM) using Space Filling Curves that automatically optimizes data movement across memory hierarchies without requiring platform-specific tuning. The method achieves up to 5.5x speedups over vendor libraries and demonstrates significant performance gains in LLM inference and distributed computing applications.