CEML: a Coordinated Runtime System for Efficient Machine Learning on Heterogeneous Computing Systems

Euro-Par 2018: Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-96983-1_55 ◽

2018 ◽

pp. 781-795

Author(s):

Jihoon Hyun ◽

Jinsu Park ◽

Kyu Yeun Kim ◽

Seongdae Yu ◽

Woongki Baek

Keyword(s):

Machine Learning ◽

Heterogeneous Computing ◽

Runtime System ◽

Computing Systems ◽

Efficient Machine ◽

Heterogeneous Computing Systems

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An Elastic Energy-Aware Scheduling Strategy for Heterogeneous Computing Systems

Chinese Journal of Computers ◽

10.3724/sp.j.1016.2012.01313 ◽

2012 ◽

Vol 35 (6) ◽

pp. 1313

Author(s):

Xiao-Min ZHU ◽

Chuan HE ◽

Jian-Jiang WANG ◽

Jian-Qing JIANG

Keyword(s):

Elastic Energy ◽

Heterogeneous Computing ◽

Energy Aware ◽

Computing Systems ◽

Scheduling Strategy ◽

Energy Aware Scheduling ◽

Heterogeneous Computing Systems

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A Hybrid Chemical Reaction Optimization Scheme for Task Scheduling on Heterogeneous Computing Systems

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2014.2385698 ◽

2015 ◽

Vol 26 (12) ◽

pp. 3208-3222 ◽

Cited By ~ 89

Author(s):

Yuming Xu ◽

Kenli Li ◽

Ligang He ◽

Longxin Zhang ◽

Keqin Li

Keyword(s):

Chemical Reaction ◽

Task Scheduling ◽

Heterogeneous Computing ◽

Chemical Reaction Optimization ◽

Optimization Scheme ◽

Computing Systems ◽

Reaction Optimization ◽

Heterogeneous Computing Systems

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Dynamic Resource Management in Energy Constrained Heterogeneous Computing Systems Using Voltage Scaling

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2008.113 ◽

2008 ◽

Vol 19 (11) ◽

pp. 1445-1457 ◽

Cited By ~ 41

Author(s):

Jong-Kook Kim ◽

H.J. Siegel ◽

A.A. Maciejewski ◽

R. Eigenmann

Keyword(s):

Resource Management ◽

Heterogeneous Computing ◽

Voltage Scaling ◽

Computing Systems ◽

Dynamic Resource Management ◽

Energy Constrained ◽

Dynamic Resource ◽

Heterogeneous Computing Systems

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Adaptive Weight-Based Energy-Efficient Scheduling Algorithm for heterogeneous computing systems

Proceedings of the 3rd International Conference on Computer Science and Service System ◽

10.2991/csss-14.2014.53 ◽

2014 ◽

Author(s):

Xu Cheng ◽

Shu Pan ◽

Li Tao ◽

Liu Yan

Keyword(s):

Energy Efficient ◽

Heterogeneous Computing ◽

Scheduling Algorithm ◽

Computing Systems ◽

Adaptive Weight ◽

Heterogeneous Computing Systems ◽

Energy Efficient Scheduling

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Energy-Aware Scheduling Algorithm with Duplication on Heterogeneous Computing Systems

2012 ACM/IEEE 13th International Conference on Grid Computing ◽

10.1109/grid.2012.32 ◽

2012 ◽

Cited By ~ 22

Author(s):

Jing Mei ◽

Kenli Li

Keyword(s):

Heterogeneous Computing ◽

Scheduling Algorithm ◽

Energy Aware ◽

Computing Systems ◽

Energy Aware Scheduling ◽

Heterogeneous Computing Systems

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Quantum genetic algorithm based scheduler for batch of precedence constrained jobs on heterogeneous computing systems

Journal of Systems and Software ◽

10.1016/j.jss.2017.10.001 ◽

2018 ◽

Vol 135 ◽

pp. 126-142 ◽

Cited By ~ 5

Author(s):

Taj Alam ◽

Zahid Raza

Keyword(s):

Genetic Algorithm ◽

Heterogeneous Computing ◽

Computing Systems ◽

Quantum Genetic Algorithm ◽

Heterogeneous Computing Systems

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A framework for mapping with resource co-allocation in heterogeneous computing systems

Proceedings 9th Heterogeneous Computing Workshop (HCW 2000) (Cat. No.PR00556) ◽

10.1109/hcw.2000.843751 ◽

2002 ◽

Cited By ~ 12

Author(s):

A.H. Alhusaini ◽

V.K. Prasanna ◽

C.S. Raghavendra

Keyword(s):

Heterogeneous Computing ◽

Computing Systems ◽

Heterogeneous Computing Systems

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On benchmarking task scheduling algorithms for heterogeneous computing systems

The Journal of Supercomputing ◽

10.1007/s11227-018-2355-0 ◽

2018 ◽

Vol 74 (7) ◽

pp. 3039-3070 ◽

Cited By ~ 14

Author(s):

Ashish Kumar Maurya ◽

Anil Kumar Tripathi

Keyword(s):

Task Scheduling ◽

Heterogeneous Computing ◽

Scheduling Algorithms ◽

Computing Systems ◽

Heterogeneous Computing Systems

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Using Simulation to Improve Workflow Scheduling in Heterogeneous Computing Systems

Communications in Computer and Information Science - Supercomputing ◽

10.1007/978-3-319-71255-0_33 ◽

2017 ◽

pp. 407-417 ◽

Cited By ~ 2

Author(s):

Alexey Nazarenko ◽

Oleg Sukhoroslov

Keyword(s):

Heterogeneous Computing ◽

Workflow Scheduling ◽

Computing Systems ◽

Heterogeneous Computing Systems

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Comparing the Performance of General Matrix Multiplication Routine on Heterogeneous Computing Systems

Journal of Parallel and Distributed Computing ◽

10.1016/j.jpdc.2021.10.002 ◽

2021 ◽

Author(s):

Aleksei Sorokin ◽

Sergey Malkovsky ◽

Georgiy Tsoy

Keyword(s):

Heterogeneous Computing ◽

Matrix Multiplication ◽

Computing Systems ◽

General Matrix ◽

Heterogeneous Computing Systems

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