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
  • [21] RECAP SIMULATOR: SIMULATION OF CLOUD/EDGE/FOG COMPUTING SCENARIOS
    Byrne, James
    Svorobej, Sergej
    Gourinovitch, Anna
    Elango, Divyaa Manimaran
    Liston, Paul
    Byrne, P. J.
    Lynn, Theo
    2017 WINTER SIMULATION CONFERENCE (WSC), 2017, : 4568 - 4569
  • [22] Safe, Secure Executions at the Network Edge Coordinating Cloud, Edge, and Fog Computing
    Makitalo, Niko
    Ometov, Aleksandr
    Kannisto, Joona
    Andreev, Sergey
    Koucheryavy, Yevgeni
    Mikkonen, Tommi
    IEEE SOFTWARE, 2018, 35 (01) : 30 - 37
  • [23] Towards integration of logistics processes from a cloud/fog-edge computing perspective
    Mijuskovic, Adriana
    2021 IEEE 25TH INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE WORKSHOPS (EDOCW 2021), 2021, : 349 - 355
  • [24] Secure virtualization for cloud computing
    Lombardi, Flavio
    Di Pietro, Roberto
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2011, 34 (04) : 1113 - 1122
  • [25] The study of virtualization in cloud computing
    Fatahei, Hosein
    Bahari, Alireza
    Mohammadiyan, Nasrin Evazzadeh
    INTERNATIONAL JOURNAL OF ADVANCED BIOTECHNOLOGY AND RESEARCH, 2016, 7 (01): : 332 - 341
  • [26] Network virtualization for cloud computing
    Baroncelli, Fabio
    Martini, Barbara
    Castoldi, Piero
    ANNALS OF TELECOMMUNICATIONS-ANNALES DES TELECOMMUNICATIONS, 2010, 65 (11-12): : 713 - 721
  • [27] Overview of Virtualization in Cloud Computing
    Jain, Nancy
    Choudhary, Sakshi
    2016 SYMPOSIUM ON COLOSSAL DATA ANALYSIS AND NETWORKING (CDAN), 2016,
  • [28] Network virtualization for cloud computing
    Fabio Baroncelli
    Barbara Martini
    Piero Castoldi
    annals of telecommunications - annales des télécommunications, 2010, 65 : 713 - 721
  • [29] Server placement in mobile cloud computing: A comprehensive survey for edge computing, fog computing and cloudlet
    Asghari, Ali
    Sohrabi, Mohammad Karim
    COMPUTER SCIENCE REVIEW, 2024, 51
  • [30] Orchestration and Monitoring in Fog Computing for Personal Edge Cloud Service Support
    Wamser, Florian
    Lombardo, Chiara
    Vassilakis, Constantinos
    Dinh-Xuan, Lam
    Lago, Paolo
    Bruschi, Roberto
    Tran-Gia, Phuoc
    2018 IEEE INTERNATIONAL SYMPOSIUM ON LOCAL AND METROPOLITAN AREA NETWORKS (LANMAN), 2018, : 91 - 96
12345