Heterogeneous Computing

Heterogeneous computing is a computing system architecture that integrates multiple processing elements with different types, architectures, and capabilities to collectively execute computational workloads.

6.6K

Publications

318.5K

Citations

17.1K

Authors

2.7K

Institutions

Publications per year

2017–2026

2.4K

Parents

High-performance Computing

Children

Accelerator ArchitectureAccelerator IntegrationData Movement OptimizationDistributed Heterogeneous SystemsGraphics Processing UnitsHeterogeneous System ArchitectureKernel OffloadingLoad BalancingMemory Hierarchy OptimizationParallel Programming Models

Publications

6.6K

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · arXiv (Cornell University) · 2016 · 8.8K citations · Full text

Computing, Computer Engineering, Computer Science +15

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations

Computing, Computer Engineering, Computer Science +15

Performance-effective and low-complexity task scheduling for heterogeneous computing

Haluk Rahmi Topcuoglu, Salim Hariri, Min‐You Wu · IEEE Transactions on Parallel and Distributed Systems · 2002 · 3.4K citations · Full text

Computing, Computer Engineering, Computer Science +14

Globus: a Metacomputing Infrastructure Toolkit

Ian Foster, Carl Kesselman · The International Journal of Supercomputer Applications and High Performance Computing · 1997 · 3.2K citations

Computing, Computer Science, Computer Systems +17

Rodinia: A benchmark suite for heterogeneous computing

Shuai Che, Michael Boyer, Jiayuan Meng et al. · 2009 · 3K citations

Computing, Computer Engineering, Computer Science +17

1–5 of 6.6K

Authors

17.1K

KL
Keqin Li
SUNY New Paltz, United States
45 publications · 3.8K citations
27
h-index
KL
Kenli Li
Hunan University, China
44 publications · 3.1K citations
25
h-index
JD
Jack Dongarra
University of Tennessee at Knoxville, United States
39 publications · 2.7K citations
25
h-index
HJ
Howard Jay Siegel
Colorado State University, United States
52 publications · 5.3K citations
25
h-index
YR
Yves Robert
École Normale Supérieure de Lyon, France
38 publications · 1.6K citations
23
h-index

1–5 of 17.1K

Institutions

2.7K

1–8 of 2.7K

Venues

IEEE Transactions on Parallel and Distributed Systems
TPDS · 169 publications · 15.3K citations
57
h-index
Journal of Parallel and Distributed Computing
88 publications · 7.1K citations
39
h-index
IEEE Access
101 publications · 4.7K citations
38
h-index
IEEE Transactions on Computers
67 publications · 3.7K citations
37
h-index
Future Generation Computer Systems
FGCS · 56 publications · 2.6K citations
32
h-index

1–5

See also Heterogeneous Computing
Programming Models	Openmp Early Music Performance Immune Reconstitution Syndrome
Architectures	Many-core Architecture Gpu Architecture Reconfigurable Architectures Asic Implementation
Scheduling	Task Mapping Genetic Algorithms Static Scheduling Dynamic Scheduling Qos-aware Scheduling Task Scheduling Performance Models
Performance Metrics	Energy Consumption Resource Utilization Throughput
Application Domains	Cloud Computing Edge Computing Embedded Systems Machine Learning Computer Vision Graph Processing Serverless Computing High-performance Computing Image Processing Large Language Models