膜计算启发的包装方案及其在服务中心工作负载分配中的应用

D. Moldovan, G. Copil, I. Salomie, I. Anghel, T. Cioara
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引用次数: 0

摘要

本文提出了一种基于膜计算的仿生系统,用于解决被包装物品特性连续变化的复杂动态系统中的包装问题。为了表示这样的系统,定义了一个生物启发模型,以细胞和分子为核心实体,将包装问题转化为分子与细胞匹配的问题。细胞和分子之间相互交换化学物质和能量的共生关系被定义并用于控制匹配过程。系统在服务中心的工作负载分配环境中进行评估,目标是在不影响工作负载资源需求的情况下,通过最小化使用的服务器数量来减少服务中心的能源消耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A membrane computing inspired packing solution and its application to service center workload distribution
This paper presents a bio-inspired system based on membrane computing for solving packing problems in complex dynamic systems where the characteristics of the packed items change continuously. For representing such systems, a bio-inspired model is defined, having as core entities cells and molecules, the packing problem translating into the problem of matching molecules to cells. A symbiotic relationship involving a mutual exchange of chemicals and energy between cells and molecules is defined and used to control the matching process. The system is evaluated in the context of workload distribution in service centers, having as goal the reduction of service center energy consumption by minimizing the number of used servers without affecting the workload resource requirements.
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