A Multi-task Scheduling Algorithm for Cloud Robots

被引：1
作者：
Wang, Yukai [1 ]
Tang, Wenjie [2 ]
Xiong, Siqi [2 ]
机构：
[1] Natl Univ Def Technol, Coll Comp, Changsha, Hunan, Peoples R China
[2] Natl Univ Def Technol, Coll Syst Engn, Changsha, Hunan, Peoples R China
来源：
2019 13TH IEEE INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED SYSTEM ENGINEERING (SOSE) / 10TH INTERNATIONAL WORKSHOP ON JOINT CLOUD COMPUTING (JCC) / IEEE INTERNATIONAL WORKSHOP ON CLOUD COMPUTING IN ROBOTIC SYSTEMS (CCRS) | 2019年
关键词：
Cloud Robot; Cloud Computing; QoS; Load Balancing; Makespan;
D O I：
10.1109/SOSE.2019.00058
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Cloud robot technology is to transfer the computing power of the robot to the cloud. The tasks are distributed to computing nodes for execution, but the previous scheduling algorithms have large task execution makespan, load imbalancing for scheduling, and low QoS, resulting in low execution efficiency. In order to efficiently allocate tasks and improve the performance of cloud robot systems, this paper proposes a multi-task scheduling algorithm based on Min-Min algorithm in cloud computing. Through multi-task simulation experiments, the algorithm can deal with complex multi-task scenarios of cloud robots, effectively improve the performance and QoS of cloud robots, solve the problem of load imbalancing in cloud robot systems, and realize the demand for priority processing tasks.
引用
收藏
页码：344 / 349
页数：6
相关论文
共 8 条
[1]  
Baranwal G, 2014, IEEE INT ADV COMPUT, P831, DOI 10.1109/IAdCC.2014.6779430
[2]  
Cha Y H, 2012, SOFTWARE GUIDE, V11, P57
[3]  
Deng X R, 2015, J TANGSHAN TEACHERS, P38
[4]  
Derakhshan M, 2018, 2018 4TH INTERNATIONAL CONFERENCE ON WEB RESEARCH (ICWR), P45, DOI 10.1109/ICWR.2018.8387236
[5]  
Lu F, 2017, CHIN AUTOM CONGR, P797, DOI 10.1109/CAC.2017.8242875
[6]   An Optimized Task Scheduling Algorithm in Cloud Computing [J].
Mittal, Shubham ;
Katal, Avita .
2016 IEEE 6TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (IACC), 2016, :197-202
[7]   A Genetic based Improved Load Balanced Min-Min Task Scheduling Algorithm for Load Balancing in Cloud Computing [J].
Rajput, Shyam Singh ;
Kushwah, Virendra Singh .
2016 8TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2016, :677-681
[8]  
Zhou Fachao, 2014, Journal of University of Science and Technology of China, V44, P590, DOI 10.3969/j.issn.0253-2778.2014.07.008
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