基于云雾的系统中用户电力需求的有效资源分配

IF 1 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Rasool Bukhsh, N. Javaid, Sakeena Javaid, M. Ilahi, Itrat Fatima
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引用次数: 8

摘要

云系统的延迟问题会降低智能电网的实时性。本文在云和客户端之间引入雾计算层,以优化计算成本,提供近乎实时的能源管理服务。在一个地区,在提出的系统模型中,两组住宅建筑可以使用两个雾来处理它们的能源需求。提出了一种混合服务代理策略和改进的蜂群优化算法,以实现雾的高效选择和虚拟机上请求负载的均衡。在雾和集群之间的系统模型中引入微电网,实现不间断、低成本的电力供应。MGs的循环成本和雾的计算成本构成了系统的运行成本,由用户支付。通过仿真验证了该系统的运行成本、处理量和功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient resource allocation for consumers' power requests in cloud-fog-based system
The latency issue of cloud based system can degrade smart grid's real-time applications. This paper introduces a fog computing layer between the cloud and clients to provide energy management service in near real-time with optimised computing cost. In a region, in proposed system model, two clusters of residential buildings have access to two fogs for processing of their energy requests. A hybrid service broker policy and modified honey bee colony optimisation algorithm are proposed for efficient fog selection and balancing requests' load on virtual machines in the fog. The micro grids (MGs) are introduced in the system model between the fogs and the clusters for uninterrupted and cost-efficient power supply. The recurring cost of MGs and computing cost of the fogs make the system operation cost, which is payable by the consumers. The simulation validate the efficient system operation cost, processing and RT for power consumers.
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来源期刊
International Journal of Web and Grid Services
International Journal of Web and Grid Services COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
2.40
自引率
20.00%
发文量
24
审稿时长
12 months
期刊介绍: Web services are providing declarative interfaces to services offered by systems on the Internet, including messaging protocols, standard interfaces, directory services, as well as security layers, for efficient/effective business application integration. Grid computing has emerged as a global platform to support organisations for coordinated sharing of distributed data, applications, and processes. It has also started to leverage web services to define standard interfaces for business services. IJWGS addresses web and grid service technology, emphasising issues of architecture, implementation, and standardisation.
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