Accelerator Virtualization in Fog Computing: Moving from the Cloud to the Edge

被引：14
|
作者：
Varghese, Blesson [1 ]
Reano, Carlos [1 ]
Silla, Federico [2 ]
机构：
[1] Queens Univ Belfast, Comp Sci, Belfast, Antrim, North Ireland
[2] Univ Politecn Valencia, Dept Comp Engn, Valencia, Spain
来源：
IEEE CLOUD COMPUTING | 2018年 / 5卷 / 06期
关键词：
accelerator virtualization; cloud computing; data center; edge computing; fog computing; future internet;
D O I：
10.1109/MCC.2018.064181118
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Hardware accelerators are available on the cloud for enhanced analytics. Next-generation clouds aim to bring enhanced analytics using accelerators closer to user devices at the edge of the network for improving quality of service (QoS) by minimizing end-to-end latencies and response times. The collective computing model that utilizes resources at the cloud-edge continuum in a multi-tier hierarchy comprising the cloud, edge, and user devices is referred to as fog computing. This article identifies challenges and opportunities in making accelerators accessible at the edge. A holistic view of the fog architecture is key to pursuing meaningful research in this area.
引用
收藏
页码：28 / 37
页数：10
相关论文
共 50 条
  • [41] Steam computing paradigm: Cross-layer solutions over cloud, fog, and edge computing
    Mchergui, Abir
    Hajlaoui, Rejab
    Moulahi, Tarek
    Alabdulatif, Abdulatif
    Lorenz, Pascal
    IET WIRELESS SENSOR SYSTEMS, 2024, 14 (05) : 157 - 180
  • [42] Edge-to-Fog Computing for Color-Assisted Moving Object Detection
    Liu, Ying
    Bellay, Zachary
    Bradsky, Payton
    Chandler, Glen
    Craig, Brandon
    BIG DATA: LEARNING, ANALYTICS, AND APPLICATIONS, 2019, 10989
  • [43] Lightweight Virtualization in Cloud Computing for Research
    Kacamarga, Muhamad Fitra
    Pardamean, Bens
    Wijaya, Hari
    INTELLIGENCE IN THE ERA OF BIG DATA, ICSIIT 2015, 2015, 516 : 439 - 445
  • [44] Security threats of virtualization in cloud computing
    Wang, H. (permutation@163.com), 1600, Huazhong University of Science and Technology (40):
  • [45] Exploiting Virtualization and Cloud Computing in ATLAS
    Megino, Fernando Harald Barreiro
    Benjamin, Doug
    De, Kaushik
    Gable, Ian
    Hendrix, Val
    Panitkin, Sergey
    Paterson, Michael
    De Silva, Asoka
    van der Ster, Daniel
    Taylor, Ryan
    Vitillo, Roberto A.
    Walker, Rod
    INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS 2012 (CHEP2012), PTS 1-6, 2012, 396
  • [46] Exploring Problems with Virtualization in Cloud Computing
    Dacaymat, Edren
    Zhang, Jun
    Wang, Qi
    Bhuiyan, Md Alam
    Hayajneh, Thaier
    2018 16TH IEEE INT CONF ON DEPENDABLE, AUTONOM AND SECURE COMP, 16TH IEEE INT CONF ON PERVAS INTELLIGENCE AND COMP, 4TH IEEE INT CONF ON BIG DATA INTELLIGENCE AND COMP, 3RD IEEE CYBER SCI AND TECHNOL CONGRESS (DASC/PICOM/DATACOM/CYBERSCITECH), 2018, : 673 - 680
  • [47] Cloud Computing Virtualization: A Comprehensive Survey
    Rista, Amarildo
    Ajdari, Jaumin
    Zenuni, Xhemal
    2020 43RD INTERNATIONAL CONVENTION ON INFORMATION, COMMUNICATION AND ELECTRONIC TECHNOLOGY (MIPRO 2020), 2020, : 462 - 472
  • [48] Security Aspects of Virtualization in Cloud Computing
    Kazim, Muhammad
    Masood, Rahat
    Shibli, Muhammad Awais
    Abbasi, Abdul Ghafoor
    COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2013, 2013, 8104 : 229 - 240
  • [49] Cloud computing and virtualization technology in radiology
    Patel, R. P.
    CLINICAL RADIOLOGY, 2012, 67 (11) : 1095 - 1100
  • [50] Network virtualization in the cloud computing era
    Donadio, Pasquale
    Parladori, Giorgio
    2012 15TH INTERNATIONAL TELECOMMUNICATIONS NETWORK STRATEGY AND PLANNING SYMPOSIUM (NETWORKS), 2012,
12345