Multi-attribute aware scheduling for inter-datacenter bulk transfers
A multi-attribute decision making method to schedule inter-datacenter bulk data was proposed.First,hierarchical analysis was used to analyze the dominant relationship among attributes.Based on the relative weights of attributes which were calculated via information entropy,the evaluation to each int...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2012-09-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z1.016/ |
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| _version_ | 1841539887343337472 |
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| author | Yang-yang LI Hong-bo WANG Peng ZHANG Jian-kang DONG Shi-duan CHENG |
| author_facet | Yang-yang LI Hong-bo WANG Peng ZHANG Jian-kang DONG Shi-duan CHENG |
| author_sort | Yang-yang LI |
| collection | DOAJ |
| description | A multi-attribute decision making method to schedule inter-datacenter bulk data was proposed.First,hierarchical analysis was used to analyze the dominant relationship among attributes.Based on the relative weights of attributes which were calculated via information entropy,the evaluation to each intermediate data center was provided.Then the multi-attribute aware scheduling problem was modeled on a time expanded graph and formulated as a minimal cost flow problem.Finally,the scheme with general store-and-forward mechanism and single attribute based approach under several different simulation settings was compared.The results demonstrate that our strategy can take multiple attributes into consideration,and can find the bulk transfer route with the best integrated evaluation. |
| format | Article |
| id | doaj-art-f9c11358599046b383cf3096534492b8 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2012-09-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-f9c11358599046b383cf3096534492b82025-01-14T06:33:49ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-09-013312113159667431Multi-attribute aware scheduling for inter-datacenter bulk transfersYang-yang LIHong-bo WANGPeng ZHANGJian-kang DONGShi-duan CHENGA multi-attribute decision making method to schedule inter-datacenter bulk data was proposed.First,hierarchical analysis was used to analyze the dominant relationship among attributes.Based on the relative weights of attributes which were calculated via information entropy,the evaluation to each intermediate data center was provided.Then the multi-attribute aware scheduling problem was modeled on a time expanded graph and formulated as a minimal cost flow problem.Finally,the scheme with general store-and-forward mechanism and single attribute based approach under several different simulation settings was compared.The results demonstrate that our strategy can take multiple attributes into consideration,and can find the bulk transfer route with the best integrated evaluation.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z1.016/cloud computinginter-datacenterbulk transfersmulti-attribute decision makingroute choice |
| spellingShingle | Yang-yang LI Hong-bo WANG Peng ZHANG Jian-kang DONG Shi-duan CHENG Multi-attribute aware scheduling for inter-datacenter bulk transfers Tongxin xuebao cloud computing inter-datacenter bulk transfers multi-attribute decision making route choice |
| title | Multi-attribute aware scheduling for inter-datacenter bulk transfers |
| title_full | Multi-attribute aware scheduling for inter-datacenter bulk transfers |
| title_fullStr | Multi-attribute aware scheduling for inter-datacenter bulk transfers |
| title_full_unstemmed | Multi-attribute aware scheduling for inter-datacenter bulk transfers |
| title_short | Multi-attribute aware scheduling for inter-datacenter bulk transfers |
| title_sort | multi attribute aware scheduling for inter datacenter bulk transfers |
| topic | cloud computing inter-datacenter bulk transfers multi-attribute decision making route choice |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2012.z1.016/ |
| work_keys_str_mv | AT yangyangli multiattributeawareschedulingforinterdatacenterbulktransfers AT hongbowang multiattributeawareschedulingforinterdatacenterbulktransfers AT pengzhang multiattributeawareschedulingforinterdatacenterbulktransfers AT jiankangdong multiattributeawareschedulingforinterdatacenterbulktransfers AT shiduancheng multiattributeawareschedulingforinterdatacenterbulktransfers |