NeTS: Small: Collaborative Research: Hierarchical Framework with Distributed Resource Allocation for Mobile Fog Computing

NeTS：小型：协作研究：移动雾计算的分布式资源分配分层框架

基本信息

批准号：
1718666
负责人：
Jiang Linda Xie
金额：
$ 25万
依托单位：
University of North Carolina at Charlotte
依托单位国家：
美国
项目类别：
Standard Grant
财政年份：
2017
资助国家：
美国
起止时间：
2017-10-01 至 2021-09-30
项目状态：
已结题

来源：
https://www.nsf.gov/awardsearch/showAward?AWD_ID=1718666&HistoricalAwards=false
关键词：
NeTS Small Collaborative Research Hierarchical

项目摘要

A mobile fog computing system is composed of geographically distributed 'fog nodes', which are fixed or mobile computing devices with built-in data storage, computing, and communication support. Benefiting from small scale, low cost, and mobility, the fog nodes are able to offload data traffic from the data cloud, reduce the cost of communications in the networks, and provide real-time, location-aware data services. In a highly mobile system of fog nodes, resource allocation is an important yet challenging issue. This research offers novel advances in improving the design and analysis of mobile fog computing, especially from the perspectives of resource allocation and mobility management. The distributed resource allocation framework and its associated designs will have a tremendous array of potential users and applications. This project is interdisciplinary by nature, and encompasses concepts from economics, decision theory, optimization, information theory, communications, and networking. It also integrates research findings into related undergraduate and graduate curriculum, K-12 outreach, and diversity support. In addition, transition to practice and outreach to industry are also part of this project. The research objective of this project is to design, analyze, and evaluate a hierarchical framework with distributed resource allocation for mobile fog computing considering multiple data service operators serving multitudes of users at the same time. The project consists of three main research thrusts: (1) hierarchical framework with interactions for resource allocation; (2) distributed game theoretical approach to model the interactions among data service operators, users and fog nodes; and (3) distributed mobility management in mobile fog computing to support dynamic adaptation of computing resources due to mobility of users and fog nodes. The success of the proposed research will provide new perspectives on future mobile fog computing network design.

移动雾计算系统由地理分布式的“雾节点”组成，该系统是固定的或具有内置数据存储，计算和通信支持的移动计算设备。从小规模，低成本和移动性中受益，雾节能够从数据云中卸载数据流量，降低网络中的通信成本，并提供实时，位置吸引的数据服务。在高度移动的雾节系统系统中，资源分配是一个重要但充满挑战的问题。这项研究为改善移动雾计算的设计和分析提供了新的进步，尤其是从资源分配和移动性管理的角度来看。分布式资源分配框架及其相关的设计将具有巨大的潜在用户和应用程序。该项目本质上是跨学科的，包括经济学，决策理论，优化，信息理论，通信和网络的概念。它还将研究结果纳入相关的本科和研究生课程，K-12外展和多样性支持。此外，过渡到实践和宣传行业也是该项目的一部分。该项目的研究目的是设计，分析和评估一个分布式资源分配的层次结构框架，用于移动雾计算，考虑多个数据服务运营商同时为各种用户提供服务。该项目由三个主要研究推力组成：（1）与资源分配的交互的层次结构框架；（2）分布式游戏理论方法来对数据服务运营商，用户和雾节点之间的交互作用进行建模；（3）移动雾计算中的分布式移动性管理，以支持由于用户和雾节的移动性而导致的计算资源的动态适应。拟议研究的成功将为未来的移动雾计算网络设计提供新的观点。

项目成果

期刊论文数量（8）

专著数量（0）

科研奖励数量（0）

会议论文数量（0）

专利数量（0）

Energy Drain of the Object Detection Processing Pipeline for Mobile Devices: Analysis and Implications

DOI：
10.1109/tgcn.2020.3041666
发表时间：
2020-11
期刊：
IEEE Transactions on Green Communications and Networking
影响因子：
4.8
作者：
Haoxin Wang;Baekgyu Kim;Jiang Xie;Zhu Han
通讯作者：
Haoxin Wang;Baekgyu Kim;Jiang Xie;Zhu Han

Edge Computing Resources Reservation in Vehicular Networks: A Meta-Learning Approach

DOI：
10.1109/tvt.2020.2983445
发表时间：
2020-03
期刊：
IEEE Transactions on Vehicular Technology
影响因子：
6.8
作者：
Dawei Chen;Yin-Chen Liu;Baekgyu Kim;Jiang Xie;C. Hong;Zhu Han
通讯作者：
Dawei Chen;Yin-Chen Liu;Baekgyu Kim;Jiang Xie;C. Hong;Zhu Han

A Joint Handoff and Offloading Decision Algorithm for Mobile Edge Computing (MEC)

DOI：
10.1109/globecom38437.2019.9013932
发表时间：
2019-12
期刊：
2019 IEEE Global Communications Conference (GLOBECOM)
影响因子：
0
作者：
W. Nasrin;Jiang Xie
通讯作者：
W. Nasrin;Jiang Xie

Federated learning based mobile edge computing for augmented reality applications

DOI：
10.1109/icnc47757.2020.9049708
发表时间：
2020-01-01
期刊：
2020 International Conference on Computing, Networking and Communications (ICNC)
影响因子：
0
作者：
Dawei Chen;Xie, Linda Jiang;Zhu Han
通讯作者：
Zhu Han

A Smart Service Rebuilding Scheme across Cloudlets via Mobile AR Frame Feature Mapping