Cover Image

Demystifying ARM SME to Optimize General Matrix Multiplications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Deng, Chencheng, Yang, Weiling, Fang, Jianbin, Dong, Dezun
Format:	Preprint
Published:	2025
Subjects:	Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension
by: Remke, Stefan, et al.
Published: (2024)

LOw-cOst yet High-Performant Sparse Matrix-Matrix Multiplication on Arm SME Architectures
by: Lei, Kelun, et al.
Published: (2025)

Nezha: Breaking Multi-Rail Network Barriers for Distributed DNN Training
by: Yu, Enda, et al.
Published: (2024)

UNR: Unified Notifiable RMA Library for HPC
by: Feng, Guangnan, et al.
Published: (2024)

Multi-level Memory-Centric Profiling on ARM Processors with ARM SPE
by: Miksits, Samuel, et al.
Published: (2024)

Selection of Supervised Learning-based Sparse Matrix Reordering Algorithms
by: Tang, Tao, et al.
Published: (2025)

MAGNUS: Generating Data Locality to Accelerate Sparse Matrix-Matrix Multiplication on CPUs
by: Wolfson-Pou, Jordi, et al.
Published: (2025)

Fast Kronecker Matrix-Matrix Multiplication on GPUs
by: Jangda, Abhinav, et al.
Published: (2024)

Exploring the Viability of Unikernels for ARM-powered Edge Computing
by: Kaiser, Shahidullah, et al.
Published: (2024)

Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication
by: Qian, Matthew, et al.
Published: (2026)

Computational Performance and Energy Efficiency of ARM based HPC servers
by: Schirmer, Oskar
Published: (2024)

DGEMM on Integer Matrix Multiplication Unit
by: Ootomo, Hiroyuki, et al.
Published: (2023)

Accelerating Sparse Matrix-Matrix Multiplication on GPUs with Processing Near HBMs
by: Li, Shiju, et al.
Published: (2025)

AsyncSparse: Accelerating Sparse Matrix-Matrix Multiplication on Asynchronous GPU Architectures
by: Liu, Jie, et al.
Published: (2026)

Improving Locality in Sparse and Dense Matrix Multiplications
by: Dezfuli, Mohammad Mahdi Salehi, et al.
Published: (2024)

ParamSpMM: Adaptive and Efficient Sparse Matrix-Matrix Multiplication on GPUs for GNNs
by: Zhang, Lixing, et al.
Published: (2026)

Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication
by: Ranawaka, Isuru, et al.
Published: (2024)

ARM SVE Unleashed: Performance and Insights Across HPC Applications on Nvidia Grace
by: Shi, Ruimin, et al.
Published: (2025)

High-performance Vector-length Agnostic Quantum Circuit Simulations on ARM Processors
by: Shi, Ruimin, et al.
Published: (2026)

RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs
by: Brock, Benjamin, et al.
Published: (2023)

Analysis of the Performance of the Matrix Multiplication Algorithm on the Cirrus Supercomputer
by: Adefemi, Temitayo
Published: (2024)

High-Performance and Power-Efficient Emulation of Matrix Multiplication using INT8 Matrix Engines
by: Uchino, Yuki, et al.
Published: (2025)

HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores
by: Li, Zhonggen, et al.
Published: (2024)

RSH-SpMM: A Row-Structured Hybrid Kernel for Sparse Matrix-Matrix Multiplication on GPUs
by: Li, Aiying, et al.
Published: (2026)

Emulation of Complex Matrix Multiplication based on the Chinese Remainder Theorem
by: Uchino, Yuki, et al.
Published: (2025)

Exploring Sparse Matrix Multiplication Kernels on the Cerebras CS-3
by: Shah, Milan, et al.
Published: (2026)

Performance Enhancement of the Ozaki Scheme on Integer Matrix Multiplication Unit
by: Uchino, Yuki, et al.
Published: (2024)

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
by: Jiang, Youhe, et al.
Published: (2025)

Efficiently Parallelizable Strassen-Based Multiplication of a Matrix by its Transpose
by: Arrigoni, Viviana, et al.
Published: (2021)

Is Sparse Matrix Reordering Effective for Sparse Matrix-Vector Multiplication?
by: Asudeh, Omid, et al.
Published: (2025)

MMStencil: Optimizing High-order Stencils on Multicore CPU using Matrix Unit
by: Wang, Yinuo, et al.
Published: (2025)

Comparison of Vectorization Capabilities of Different Compilers for X86 and ARM CPUs
by: Sakib, Nazmus, et al.
Published: (2025)

Ocean: Fast Estimation-Based Sparse General Matrix-Matrix Multiplication on GPU
by: Li, Yifan, et al.
Published: (2026)

W4A16 Mixed-Precision Matrix Multiplication on Decoupled Architecture: Kernel Design and Memory Bottleneck Analysis for Ascend NPUs
by: He, Yuanhong, et al.
Published: (2026)

Matrix Multiplication in the MPC Model
by: Joshi, Lakshya, et al.
Published: (2025)

Mapping Parallel Matrix Multiplication in GotoBLAS2 to the AMD Versal ACAP for Deep Learning
by: Lei, Jie, et al.
Published: (2024)

Double-Precision Matrix Multiplication Emulation via Ozaki-II Scheme with FP8 Quantization
by: Uchino, Yuki, et al.
Published: (2026)

Distributed Generative Inference of LLM at Internet Scales with Multi-Dimensional Communication Optimization
by: Chen, Jiu, et al.
Published: (2026)

PARS3: Parallel Sparse Skew-Symmetric Matrix-Vector Multiplication with Reverse Cuthill-McKee Reordering
by: Yildirim, Selin, et al.
Published: (2024)

Demystifying Object-based Big Data Storage Systems
by: Mondal, Anindita Sarkar, et al.
Published: (2024)