基于FPGA集群的可信边缘云计算机制

Hongwei Kan, Rengang Li, Dongdong Su, Yanwei Wang, Yanmei Shen, Wei Liu
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引用次数: 4

摘要

为了解决云计算中的计算过载问题,我们打算设计一种基于FPGA (Field Programmable Gate Array,现场可编程门阵列)集群的可信边缘云计算模型和方法。首先,使用具有PCIe (Peripheral Component Interconnect Express)供电能力的FPGA Box器件来管理模型中的FPGA加速器。此外,FPGA集群通过网络为数据中心提供异构加速计算服务。在此基础上,提出了基于FPGA集群的可信边缘云计算方法。一方面,提出了一种基于RSA的双层加密算法,生成授权使用码,该授权使用码隐含FPGA加速器IP (Internet Protocol)地址等信息。另一方面,基于FPGA加速器的可编程特性,我们将FPGA寄存器设置为使用状态位,可以控制加速器的不同工作状态。具体来说,当加速器被分配时,我们还需要将使用的截止日期上传到它。最后,详细描述了整个可信边缘云系统的软件活动过程,包括生成授权使用代码的过程。仿真结果表明,基于FPGA集群的边缘云计算机制是可信和有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trusted Edge Cloud Computing Mechanism Based on FPGA Cluster
To solve the problem of computing overload in cloud, we intend to design a trusted edge cloud computing model and method based on FPGA (Field Programmable Gate Array) clusters. Firstly, a device, named FPGA Box, with PCIe (Peripheral Component Interconnect Express) power supply capability is used to manage the FPGA accelerator in the model. Besides, the FPGA cluster provide heterogeneous accelerated computing services for the data center through the network. Furthermore, we proposed a trusted edge cloud computing method based on FPGA cluster. On the one hand, a bi-level encryption algorithm based on RSA is proposed to generate an authorized use code, which implied the FPGA accelerator IP (Internet Protocol) address and other information. On the other hand, based on the programmable features of the FPGA accelerators, we set FPGA registers as use status bits, which can control different working status of accelerator. Specifically, when the accelerators has been assigned, we also need upload the deadline of usage to it. Finally, the software activity process of the entire trusted edge cloud system is described in detail, including the process of generating authorized use code. Simulation results show that the edge cloud computing mechanism based on FPGA cluster is proved to be trusted and effective.
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