.png){kind=icon}
返回
Multiuser Computation Offloading for Long-Term Sequential Tasks in Mobile Edge Computing Environments
.png){kind=icon}
OA
AI
DOI：10.26599/TST.2021.9010087.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Mobile edge computing has shown its potential in serving emerging latency-sensitive mobile applications in ultra-dense 5G networks via offloading computation workloads from the remote cloud data center to the nearby network edge. However, current computation offloading studies in the heterogeneous edge environment face multifaceted challenges: Dependencies among computational tasks, resource competition among multiple users, and diverse long-term objectives. Mobile applications typically consist of several functionalities, and one huge category of the applications can be viewed as a series of sequential tasks. In this study, we first proposed a novel multiuser computation offloading framework for long-term sequential tasks. Then, we presented a comprehensive analysis of the task offloading process in the framework and formally defined the multiuser sequential task offloading problem. Moreover, we decoupled the long-term offloading problem into multiple single time slot offloading problems and proposed a novel adaptive method to solve them. We further showed the substantial performance advantage of our proposed method on the basis of extensive experiments.
Keyword:
mobile edge computing
sequential tasks
computation offloading
dependency
期刊
T
IF:
3.5
论文数:
987
被引数:
2.5K
机构
引用论文
Highly Efficient and Recyclable g-C3N4/CuO Hybrid Nanocomposite Towards Enhanced Visible-Light Photocatalytic Performance.png)
Nano
NanoIF0
PREAI
分享收藏Inhibition of Ran Guanosine Triphosphatase-Dependent Nuclear Transport by the Matrix Protein of Vesicular Stomatitis Virus水泡性口炎病毒的基质蛋白抑制Ran鸟苷三磷酸酶依赖性核转运Science
ScienceIF0
PREAI
分享收藏Joint Task Offloading and Resource Allocation for Multi-Server Mobile-Edge Computing Networks多服务器移动边缘计算网络的联合任务卸载和资源分配
OAAI
OAAI分享收藏Hydrothermal preparation and low temperature magnetic properties of TbOOH, DyOOH, HoOOH, ErOOH, and YbOOHTbOOH，DyOOH，HoOOH，ErOOH和YbOOH的水热制备和低温磁性
PREAI
分享收藏
查看更多内容