Cover Image

Evaluation of computational and energy performance in matrix multiplication algorithms on CPU and GPU using MKL, cuBLAS and SYCL

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Torres, L. A., H, Carlos J. Barrios, Denneulin, Yves
Format:	Preprint
Published:	2024
Subjects:	Distributed, Parallel, and Cluster Computing Hardware Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Characterizing CPU-Induced Slowdowns in Multi-GPU LLM Inference
by: Chung, Euijun, et al.
Published: (2026)

ODIN-Based CPU-GPU Architecture with Replay-Driven Simulation and Emulation
by: Dorairaj, Nij, et al.
Published: (2026)

FLEX: Leveraging FPGA-CPU Synergy for Mixed-Cell-Height Legalization Acceleration
by: Liu, Xingyu, et al.
Published: (2025)

Taming Asynchronous CPU-GPU Coupling for Frequency-aware Latency Estimation on Mobile Edge
by: Chen, Jiesong, et al.
Published: (2026)

An Evaluation and Comparison of GPU Hardware and Solver Libraries for Accelerating the OPM Flow Reservoir Simulator
by: Qiu, Tong Dong, et al.
Published: (2023)

Multi-Partner Project: Multi-GPU Performance Portability Analysis for CFD Simulations at Scale
by: Eleftherakis, Panagiotis-Eleftherios, et al.
Published: (2026)

Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures
by: Vellaisamy, Prabhu, et al.
Published: (2025)

Sparse MTTKRP Acceleration for Tensor Decomposition on GPU
by: Wijeratne, Sasindu, et al.
Published: (2024)

HetGPU: The pursuit of making binary compatibility towards GPUs
by: Yang, Yiwei, et al.
Published: (2025)

Optimizing ML Concurrent Computation and Communication with GPU DMA Engines
by: Agrawal, Anirudha, et al.
Published: (2024)

Application Experiences on a GPU-Accelerated Arm-based HPC Testbed
by: Elwasif, Wael, et al.
Published: (2022)

Microbenchmark-Driven Analytical Performance Modeling Across Modern GPU Architectures
by: Jarmusch, Aaron, et al.
Published: (2026)

TriMoE: Augmenting GPU with AMX-Enabled CPU and DIMM-NDP for High-Throughput MoE Inference via Offloading
by: Pan, Yudong, et al.
Published: (2026)

Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU
by: Malenza, Giulio, et al.
Published: (2025)

Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods
by: Fatima, Amel, et al.
Published: (2026)

FinGraV: Methodology for Fine-Grain GPU Power Visibility and Insights
by: Singhania, Varsha, et al.
Published: (2024)

Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems
by: Zhang, Chen, et al.
Published: (2026)

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review
by: Majeed, Ashiyana Abdul, et al.
Published: (2025)

Improving Multi-Instance GPU Efficiency via Sub-Entry Sharing TLB Design
by: Li, Bingyao, et al.
Published: (2024)

Fine-Grained Power and Energy Attribution on AMD GPU/APU-Based Exascale Nodes
by: McDaniel, Adam, et al.
Published: (2026)

Chopper: A Multi-Level GPU Characterization Tool & Derived Insights Into LLM Training Inefficiency
by: Kurzynski, Marco, et al.
Published: (2025)

SwarmIO: Towards 100 Million IOPS SSD Emulation for Next-generation GPU-centric Storage Systems
by: Kim, Hyeseong, et al.
Published: (2026)

MoE-Hub: Taming Software Complexity for Seamless MoE Overlap with Hardware-Accelerated Communication on Multi-GPU Systems
by: Zhou, Zhuoshan, et al.
Published: (2026)

GigaAPI for GPU Parallelization
by: Suvarna, M., et al.
Published: (2025)

Investigating Memory Failure Prediction Across CPU Architectures
by: Yu, Qiao, et al.
Published: (2024)

Parallelizing a modern GPU simulator
by: Huerta, Rodrigo, et al.
Published: (2025)

CPU-less parallel execution of lambda calculus in digital logic
by: Fitchett, Harry, et al.
Published: (2026)

Evaluating Rapid Makespan Predictions for Heterogeneous Systems with Programmable Logic
by: Wilhelm, Martin, et al.
Published: (2025)

Accelerating Data Chunking in Deduplication Systems using Vector Instructions
by: Udayashankar, Sreeharsha, et al.
Published: (2025)

Implementation and Evaluation of GBDI Memory Compression Algorithm Using C/C++ on a Broader Range of Workloads
by: Aina, Adeyemi
Published: (2025)

Pooling Engram Conditional Memory in Large Language Models using CXL
by: Ma, Ruiyang, et al.
Published: (2026)

Deadlock-free routing for Full-mesh networks without using Virtual Channels
by: Cano, Alejandro, et al.
Published: (2025)

Efficient deadlock avoidance for 2D mesh NoCs that use OQ or VOQ routers
by: Papaphilippou, Philippos, et al.
Published: (2023)

PIUMA: Programmable Integrated Unified Memory Architecture
by: Aananthakrishnan, Sriram, et al.
Published: (2020)

LFOC: A Lightweight Fairness-Oriented Cache Clustering Policy for Commodity Multicores
by: García-García, Adrián, et al.
Published: (2024)

Achieving Dependability of AI Execution with Radiation Hardened Processors
by: Taquichiri, Carlos Rafael Tordoya, et al.
Published: (2025)

Massimult: A Novel Parallel CPU Architecture Based on Combinator Reduction
by: Nicklisch-Franken, Jurgen, et al.
Published: (2024)

Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale
by: Zhao, Dan, et al.
Published: (2024)

Debunking the CUDA Myth Towards GPU-based AI Systems
by: Lee, Yunjae, et al.
Published: (2024)

Accelerating Recommender Model ETL with a Streaming FPGA-GPU Dataflow
by: Zhu, Yu, et al.
Published: (2025)