CoTree: Region-free and Decentralized Edge Server Cooperation

Ning Li, Xin Yuan, Zhaoxin Zhang
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Abstract

In MEC, because the traffic distribution in MEC is heterogeneous and dynamic, it is difficult for an individual edge server to provide satisfactory computation service anytime and anywhere. These issues motivated the researchers to study the cooperation among edge servers. The previous works have disadvantages since the cooperated region in these algorithms is limited within one-hop. The performance of MEC can be improved further by releasing the restriction of cooperation region, which is challenging. Therefore, we propose a new decentralized and region-free edge server cooperation approach for task offloading in MEC, named CoTree. In CoTree, the cooperation region is not limited. Each server forms its own basic cooperation unit and calculates its announced capability based on the BCU. The server's capability, the processing delay, the task and calculation result forwarding delay are considered during the calculation. The task division strategy bases on the real capability of host-server and the announced capability of cooperation-servers. This cooperation process is recursive and will be terminated once the terminal condition is satisfied. The simulation results demonstrate the advantages of CoTree over previous works.
CoTree:无区域和分散的边缘服务器合作
在MEC中,由于MEC中的流量分布具有异构性和动态性,单个边缘服务器很难随时随地提供满意的计算服务。这些问题促使研究者对边缘服务器间的协作进行研究。这些算法的合作区域被限制在一跳以内,存在一定的缺点。通过解除合作区域的限制,可以进一步提高MEC的绩效,这是具有挑战性的。因此,我们提出了一种新的分散和无区域的边缘服务器协作方法,用于MEC中的任务卸载,称为CoTree。在CoTree,合作区域是不受限制的。每个服务器形成自己的基本合作单元,并根据BCU计算其宣布的能力。计算时考虑了服务器的能力、处理延迟、任务和计算结果转发延迟。任务划分策略基于主机-服务器的实际能力和协作-服务器的宣布能力。这个合作过程是递归的,一旦满足终止条件,就会终止。仿真结果表明了CoTree算法相对于以往算法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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