Hierarchical task offloading in heterogeneous cellular network:modeling and optimization
To improve the efficiency of computation offloading,a hierarchical task offloading framework based on device-to-device (D2D) communication,mobile edge computing and cloud computing was proposed,in which cooperative D2D relay technology was introduced to assist users to access remote computing resour...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2020-04-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020081/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539391839797248 |
|---|---|
| author | Lindong ZHAO Wenqin ZHUANG Jianxin CHEN Liang ZHOU |
| author_facet | Lindong ZHAO Wenqin ZHUANG Jianxin CHEN Liang ZHOU |
| author_sort | Lindong ZHAO |
| collection | DOAJ |
| description | To improve the efficiency of computation offloading,a hierarchical task offloading framework based on device-to-device (D2D) communication,mobile edge computing and cloud computing was proposed,in which cooperative D2D relay technology was introduced to assist users to access remote computing resources.Considering the negative effects of uplink channel congestion,limited edge computing capability,D2D reuse interference and backhaul delay of cloud computing in the multi-user scenario of the proposed framework,a game theory based offloading scheduling and load balancing scheme was developed by fully taking advantage of the computing and communication resources in the proposed framework.The simulation results demonstrate that the proposed scheme can effectively reduce end-to-end delay and offloading energy consumption,and also has good stability even when the network resources are limited. |
| format | Article |
| id | doaj-art-ef680cfd567544ca9db5972cc74901d6 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2020-04-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-ef680cfd567544ca9db5972cc74901d62025-01-14T07:18:50ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2020-04-0141344459734106Hierarchical task offloading in heterogeneous cellular network:modeling and optimizationLindong ZHAOWenqin ZHUANGJianxin CHENLiang ZHOUTo improve the efficiency of computation offloading,a hierarchical task offloading framework based on device-to-device (D2D) communication,mobile edge computing and cloud computing was proposed,in which cooperative D2D relay technology was introduced to assist users to access remote computing resources.Considering the negative effects of uplink channel congestion,limited edge computing capability,D2D reuse interference and backhaul delay of cloud computing in the multi-user scenario of the proposed framework,a game theory based offloading scheduling and load balancing scheme was developed by fully taking advantage of the computing and communication resources in the proposed framework.The simulation results demonstrate that the proposed scheme can effectively reduce end-to-end delay and offloading energy consumption,and also has good stability even when the network resources are limited.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020081/hierarchical task offloadingmobile edge computingdevice-to-device communicationcloud computinggame theory |
| spellingShingle | Lindong ZHAO Wenqin ZHUANG Jianxin CHEN Liang ZHOU Hierarchical task offloading in heterogeneous cellular network:modeling and optimization Tongxin xuebao hierarchical task offloading mobile edge computing device-to-device communication cloud computing game theory |
| title | Hierarchical task offloading in heterogeneous cellular network:modeling and optimization |
| title_full | Hierarchical task offloading in heterogeneous cellular network:modeling and optimization |
| title_fullStr | Hierarchical task offloading in heterogeneous cellular network:modeling and optimization |
| title_full_unstemmed | Hierarchical task offloading in heterogeneous cellular network:modeling and optimization |
| title_short | Hierarchical task offloading in heterogeneous cellular network:modeling and optimization |
| title_sort | hierarchical task offloading in heterogeneous cellular network modeling and optimization |
| topic | hierarchical task offloading mobile edge computing device-to-device communication cloud computing game theory |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020081/ |
| work_keys_str_mv | AT lindongzhao hierarchicaltaskoffloadinginheterogeneouscellularnetworkmodelingandoptimization AT wenqinzhuang hierarchicaltaskoffloadinginheterogeneouscellularnetworkmodelingandoptimization AT jianxinchen hierarchicaltaskoffloadinginheterogeneouscellularnetworkmodelingandoptimization AT liangzhou hierarchicaltaskoffloadinginheterogeneouscellularnetworkmodelingandoptimization |