| dc.contributor.author | Cui, Hongyan | |
| dc.contributor.author | Liu, Xiaofei | |
| dc.contributor.author | Yu, Tao | |
| dc.contributor.author | Zhang, Honggang | |
| dc.contributor.author | Fang, Yajun | |
| dc.contributor.author | Xia, Zongguo | |
| dc.date.accessioned | 2017-06-07T14:25:49Z | |
| dc.date.available | 2017-06-07T14:25:49Z | |
| dc.date.issued | 2017-01 | |
| dc.date.submitted | 2016-07 | |
| dc.identifier.issn | 1939-0114 | |
| dc.identifier.issn | 1939-0122 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/109701 | |
| dc.description.abstract | We propose a cloud service scheduling model that is referred to as the Task Scheduling System (TSS). In the user module, the process time of each task is in accordance with a general distribution. In the task scheduling module, we take a weighted sum of makespan and flowtime as the objective function and use an Ant Colony Optimization (ACO) and a Genetic Algorithm (GA) to solve the problem of cloud task scheduling. Simulation results show that the convergence speed and output performance of our Genetic Algorithm-Chaos Ant Colony Optimization (GA-CACO) are optimal. | en_US |
| dc.publisher | Hindawi Publishing Corporation | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1155/2017/2503153 | en_US |
| dc.rights | Creative Commons Attribution | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | en_US |
| dc.source | Hindawi Publishing Corporation | en_US |
| dc.title | Cloud Service Scheduling Algorithm Research and Optimization | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Cui, Hongyan; Liu, Xiaofei; Yu, Tao; Zhang, Honggang; Fang, Yajun and Xia, Zongguo. "Cloud Service Scheduling Algorithm Research and Optimization." Security and Communication Networks 2017, 2503153 (January 2017): 1-7 © 2017 Hongyan Cui et al | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory | en_US |
| dc.contributor.mitauthor | Fang, Yajun | |
| dc.relation.journal | Security and Communication Networks | en_US |
| dc.eprint.version | Final published version | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dc.date.updated | 2017-06-07T08:22:27Z | |
| dc.language.rfc3066 | en | |
| dc.rights.holder | Copyright © 2017 Hongyan Cui et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. | |
| dspace.orderedauthors | Cui, Hongyan; Liu, Xiaofei; Yu, Tao; Zhang, Honggang; Fang, Yajun; Xia, Zongguo | en_US |
| dspace.embargo.terms | N | en_US |
| mit.license | PUBLISHER_CC | en_US |
