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

页码：28 / 37

页数：10

共 50 条

[1] AVEC: Accelerator Virtualization in Cloud-Edge Computing for Deep Learning Libraries
Kennedy, Jason
Varghese, Blesson
Reano, Carlos
5TH IEEE INTERNATIONAL CONFERENCE ON FOG AND EDGE COMPUTING (ICFEC 2021), 2021, : 37 - 44
[2] Virtualization in Cloud Computing: Moving from Hypervisor to Containerization—A Survey
Aditya Bhardwaj
C. Rama Krishna
Arabian Journal for Science and Engineering, 2021, 46 : 8585 - 8601
[3] Moving from Cloud to Fog/Edge: The Smart Agriculture Experience
Lin, Yi-Bing
Chen, Whai-En
Chang, Ted C. -Y.
IEEE COMMUNICATIONS MAGAZINE, 2023, 61 (12) : 86 - 92
[4] Virtualization in Cloud Computing: Moving from Hypervisor to Containerization-A Survey
Bhardwaj, Aditya
Krishna, C. Rama
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (09) : 8585 - 8601
[5] From Cloud Computing to Fog Computing: Unleash the Power of Edge and End Devices
Hong, Hua-Jun
2017 9TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2017, : 331 - 334
[6] A Comparative Study on Cloud, Fog and Edge Computing
DeepShah
2021 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER TECHNOLOGIES AND OPTIMIZATION TECHNIQUES (ICEECCOT), 2021, : 501 - 507
[7] A Survey of Security in Cloud, Edge, and Fog Computing
Ometov, Aleksandr
Molua, Oliver Liombe
Komarov, Mikhail
Nurmi, Jari
SENSORS, 2022, 22 (03)
[8] Security and Privacy Issues in Cloud, Fog and Edge Computing
Parikh, Shalin
Dave, Dharmin
Patel, Reema
Doshi, Nishant
10TH INT CONF ON EMERGING UBIQUITOUS SYST AND PERVAS NETWORKS (EUSPN-2019) / THE 9TH INT CONF ON CURRENT AND FUTURE TRENDS OF INFORMAT AND COMMUN TECHNOLOGIES IN HEALTHCARE (ICTH-2019) / AFFILIATED WORKOPS, 2019, 160 : 734 - 739
[9] Cloud, Fog, and Edge Computing: A Software Engineering Perspective
Al-Qamash, Amal
Soliman, Iten
Abulibdeh, Rawan
Saleh, Moutaz
2018 INTERNATIONAL CONFERENCE ON COMPUTER AND APPLICATIONS (ICCA), 2018, : 276 - 284
[10] Service Computing Innovations in the Cloud, Edge, and Fog Environment
Wu, Chia-Huei
Tsai, Sang-Bing
Qi, Lianyong
Yuan, Yuan
Zhang, Xuyun
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGIES AND SYSTEMS APPROACH, 2021, 14 (02) : IV - IV

← 1 2 3 4 5 →