• 中国精品科技期刊
  • CCF推荐A类中文期刊
  • 计算领域高质量科技期刊T1类
Advanced Search
Zhao Ziming, Liu Fang, Cai Zhiping, Xiao Nong. Edge Computing: Platforms, Applications and Challenges[J]. Journal of Computer Research and Development, 2018, 55(2): 327-337. DOI: 10.7544/issn1000-1239.2018.20170228
Citation: Zhao Ziming, Liu Fang, Cai Zhiping, Xiao Nong. Edge Computing: Platforms, Applications and Challenges[J]. Journal of Computer Research and Development, 2018, 55(2): 327-337. DOI: 10.7544/issn1000-1239.2018.20170228

Edge Computing: Platforms, Applications and Challenges

More Information
  • Published Date: January 31, 2018
  • With the trend of Internet of Everything, the number of end devices (e.g. smartphones, smart glasses) has increased rapidly which makes the data produced by these devices have grown at rates far more than the growth rate of network bandwidth. At the same time, the emergence of novel applications demands lower latency of the network, such as augmented reality and manless driving. Edge computing integrates any computing, storage and network resources at the edge of the network into a unified platform that provides services for users. This new computing model gets around the bottleneck that is caused by network bandwidth and latency, has received widespread attention in both industrial and academic. In this survey, we first introduce the concepts of edge computing and provide the definition of it. To help the readers to better understand the characteristics of edge computing, we compare it with cloud computing. We then analyze the three representative instances of edge computing platform and make a systematic comparison of them. After that, we enumerate some typical applications based on the edge computing to describe the advantages of edge computing in mobile or Internet of Things applications. Finally, the paper lays out several grand challenges of edge computing.
  • Related Articles

    [1]Wang Yuwei, Liu Min, Ma Cheng, Li Pengfei. High Performance Load Balancing Mechanism for Network Function Virtualization[J]. Journal of Computer Research and Development, 2018, 55(4): 689-703. DOI: 10.7544/issn1000-1239.2018.20170923
    [2]Chen Qi, Chen Zuoning, Jiang Jinhu. MDDS: A Method to Improve the Metadata Performance of Parallel File System for HPC[J]. Journal of Computer Research and Development, 2014, 51(8): 1663-1670. DOI: 10.7544/issn1000-1239.2014.20121094
    [3]Wang Peng, Huang Yan, Li Kun, Guo Youming. Load Balancing Degree First Algorithm on Phase Space for Cloud Computing Cluster[J]. Journal of Computer Research and Development, 2014, 51(5): 1095-1107.
    [4]Shen Zhijun, Zeng Huashen. A Load Balanced Switch Architecture Based on Implicit Flow Splitter[J]. Journal of Computer Research and Development, 2012, 49(6): 1220-1227.
    [5]Liu Xinhua, Li Fangmin, Kuang Hailan, Fang Yilin. An Distributed and Directed Clustering Algorithm Based on Load Balance for Wireless Sensor Network[J]. Journal of Computer Research and Development, 2009, 46(12): 2044-2052.
    [6]Liu Ying, Wang Qirong, Sun Ninghui. Study of Loading Strategy in Shared-Nothing Event Stream Parallel Database Systems[J]. Journal of Computer Research and Development, 2009, 46(1): 159-166.
    [7]Wang Xianghui, Zhang Guoyin, and Xie Xiaoqin. A Load Balance Clustering Algorithm for Multilevel Energy Heterogeneous Wireless Sensor Networks[J]. Journal of Computer Research and Development, 2008, 45(3): 392-399.
    [8]Li Zhenyu, Xie Gaogang. A Load Balancing Algorithm for DHT-Based P2P Systems[J]. Journal of Computer Research and Development, 2006, 43(9): 1579-1585.
    [9]Tian Junfeng, Liu Yuling, and Du Ruizhong. Research of a Load Balancing Model Based on Mobile Agent[J]. Journal of Computer Research and Development, 2006, 43(9): 1571-1578.
    [10]Zhang Xiangquan, Guo Wei. A Bidirectional Path Re-Selection Based Load-Balanced Routing Protocol for Ad-Hoc Networks[J]. Journal of Computer Research and Development, 2006, 43(2): 218-223.

Catalog

    Article views (5830) PDF downloads (3517) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return