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
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