Organization of FPGA-based Devices in Distributed Systems

Q3 Computer Science International Journal of Computing Pub Date : 2023-10-01 DOI:10.47839/ijc.22.3.3231
Mykhailo Maidan, Anatoliy Melnyk
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Abstract

The article proposes using Kubernetes (k8s) as a tool for managing FPGA-based devices in a distributed system. This can help automate programming, monitoring, and controlling the state of devices, and also optimize resource usage, ensure high availability and reliability, and provide security and privacy for data processed by specialized processors. The article provides a practical example of integrating an FPGA-based device into a Kubernetes cluster. It will help to scale, maintain and monitor distributed systems with millions of devices and manage such big systems from one place by using Kubernetes API. Also, it will help to integrate other third-party tools into the system, which makes it to possible to extend the systems. As a future work, the proposed approach can help integrate FPGA and its real-time reconfiguration tool into a distributed system, making it possible to control FPGA on different IoT devices. Overall, using k8s to manage FPGA-based devices can provide significant advantages in such fields as telecommunications, information technology, automation, navigation, and energy. However, the implementation may require specialized skills and experience.
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分布式系统中基于fpga的器件组织
本文建议使用Kubernetes (k8s)作为分布式系统中管理基于fpga的设备的工具。这有助于自动化编程、监视和控制设备状态,还可以优化资源使用,确保高可用性和可靠性,并为专门处理器处理的数据提供安全性和隐私性。本文提供了一个将基于fpga的设备集成到Kubernetes集群中的实际示例。它将有助于扩展、维护和监控拥有数百万设备的分布式系统,并通过使用Kubernetes API从一个地方管理这样的大型系统。此外,它还有助于将其他第三方工具集成到系统中,从而使扩展系统成为可能。作为未来的工作,所提出的方法可以帮助将FPGA及其实时重构工具集成到分布式系统中,从而可以在不同的物联网设备上控制FPGA。总的来说,使用k8来管理基于fpga的设备可以在电信、信息技术、自动化、导航和能源等领域提供显著的优势。然而,实现可能需要专门的技能和经验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Computing
International Journal of Computing Computer Science-Computer Science (miscellaneous)
CiteScore
2.20
自引率
0.00%
发文量
39
期刊介绍: The International Journal of Computing Journal was established in 2002 on the base of Branch Research Laboratory for Automated Systems and Networks, since 2005 it’s renamed as Research Institute of Intelligent Computer Systems. A goal of the Journal is to publish papers with the novel results in Computing Science and Computer Engineering and Information Technologies and Software Engineering and Information Systems within the Journal topics. The official language of the Journal is English; also papers abstracts in both Ukrainian and Russian languages are published there. The issues of the Journal are published quarterly. The Editorial Board consists of about 30 recognized worldwide scientists.
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