差分摄动速度和TEO改进了HHO在云计算中的高效负载平衡

IF 1.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY Pub Date : 2023-01-01 DOI:10.1504/ijcat.2023.133836
U.K. Jena, M.R. Kabat, P.K. Das
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引用次数: 0

摘要

负载平衡是云计算的一个主要方面,它可以避免节点过载或负载不足的情况。本文旨在实现云网络中非阻止独立任务的动态负载平衡,并通过差分摄动速度和热交换优化(TEO)改进的哈里斯鹰优化算法(HHO)的改进版本的混合解决。混合的主要动机是通过与虚拟机的负载平衡来增强设备的多样化能力,优化不同的矩阵,提高收敛速度。通过将仿真和实际平台过程的结果与幸存的负载平衡相结合,验证了算法的强度。仿真和对比结果表明,该算法在不同矩阵的情况下优于对手算法。
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Efficient load balancing in cloud computing using HHO improved by differential perturbed velocity and TEO
Load balancing is one of the primary aspects of cloud computing to avoid situations of being overloaded or underloaded in the node. The paper aims to carry out the dynamic load balancing of non-determent independent tasks in the cloud network and resolved through the hybridisation of an improved version of the Harris Hawks Optimisation Algorithm (HHO) improved by differential perturbed velocity and Thermal Exchange Optimisation (TEO). The main motivations of hybridising are to intensify the diversification ability of the device through the load balance with the VMs, optimise different matrices and enhance the convergence speed. The strength of the algorithm has been authenticated by relating the outcome gained from simulation and real platform processes with the surviving load balancing. The conclusions drawn from the simulation and comparison results illustrate that the projected procedure is outstripping its opponent in the manner of different matrices.
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来源期刊
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
2.80
自引率
45.50%
发文量
49
期刊介绍: IJCAT addresses issues of computer applications, information and communication systems, software engineering and management, CAD/CAM/CAE, numerical analysis and simulations, finite element methods and analyses, robotics, computer applications in multimedia and new technologies, computer aided learning and training. Topics covered include: -Computer applications in engineering and technology- Computer control system design- CAD/CAM, CAE, CIM and robotics- Computer applications in knowledge-based and expert systems- Computer applications in information technology and communication- Computer-integrated material processing (CIMP)- Computer-aided learning (CAL)- Computer modelling and simulation- Synthetic approach for engineering- Man-machine interface- Software engineering and management- Management techniques and methods- Human computer interaction- Real-time systems
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