使用 DIS-LC 算法整合集装箱到雾化服务

Q1 Mathematics
A. K, Pradeep. G.
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引用次数: 0

摘要

作为一种封装和执行程序的潜在方式,容器刚刚兴起。与虚拟机相比,每个容器没有自己的内核,而是共享主机系统。另一方面,与虚拟机相比,容器更轻便,在网络节点之间传输的数据更少,启动速度更快。这使得容器成为一种可行的选择,尤其是在托管和扩展整个雾计算架构的服务时。本文的主要目的是介绍基于分布式智能调度的轻量级容器算法(DIS-LC),它是容器与雾计算服务集成和资源优化的革命性方法。该算法与最小连接算法、循环算法和基于蚁群优化的轻量级容器算法(ACO-LWC)进行了比较。运行成本和流量成本用于验证所建议的算法。雾节点的运行成本分为两类:CPU 和内存。与现有算法相比,定量研究表明,建议的 DIS-LC 方案在所有指标上都获得了最高性能。这表明该算法是高效的。最后,使用 iFogSim 模拟器对容器化服务和资源管理系统的性能进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Container-to-fog Service Integration using the DIS-LC Algorithm
Containers have newly emerged as a potential way to encapsulate and execute programs. In contrast to virtual machines, each container does not have its own kernel and instead shares the host systems. Containers on the other hand are more lightweight, need fewer data to be sent between network nodes and boot up faster than VM. This makes containers a feasible choice, particularly for hosting and extending the services across the fog computing architecture. The major purpose of this paper is to describe the Distributed Intelligent Scheduling based Lightweight Container algorithm (DIS-LC), which is a revolutionary way for container to fog-services integration and resource optimization. In this proposed algorithm is compared to the least connection algorithm, round-robin algorithm and Ant Colony Optimization-based Light Weight Container (ACO-LWC). Operating cost and traffic cost are used to validate the suggested algorithm. Fog node running costs are divided into two categories: CPU and memory. When compared to current algorithms, quantitative research demonstrates that the proposed DIS-LC scheme gets the greatest performance in terms of all metrics. This demonstrate the algorithm is efficient. Finally, the performance of containerized services and resource management systems is evaluated using the iFogSim simulator.
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来源期刊
CiteScore
4.10
自引率
0.00%
发文量
33
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