Sreenu, K., Sreelatha, M.: W-Scheduler: whale optimization for task scheduling in cloud computing. Clust. Comput. 22(1), 1087–1098 (2019) Article Google Scholar Chen, X., et al.: A woa-based optimization approach for task scheduling in cloud computing systems. IEEE Syst. J. 14(3)...
Cloud computing delivers computing resources like software and hardware as a service to the users through a network. Due to the scale of the modern datacentres and their dynamic resources provisioning nature, we need efficient scheduling techniques to manage these resources. ...
Cloud computing can enhance the computing capability of mobile systems by offloading. However, the communication between the mobile device and the cloud is not free. Transmitting large data to cloud consumes much more energy than processing data in mobile device, especially in a low bandwidth conditi...
Traditional independent task scheduling algorithms in cloud computing may results in higher energy consumption of resources or longer makespan of tasks.This paper proposes two energy-aware task scheduling algorithms of cloud computing to consider makespan and the total energy consumption.They adopt the gen...
Cloud ComputingTask SchedulingCloud computing is an emerging distributed, low cost computing paradigm with a large collection of heterogeneous autonomous systems. It provides, on demand, flexible and scalable services to customers through a pay per use basis. The overall performance of cloud ...
In cloud computing, there are numerous tasks needs to be executed by the existing resources to attain best performance, shortest response time, minimal total time for completion, achieve deadline, utilization of resources etc. Scheduling is a complicated task in cloud computing environment where the...
To address these issues, a hybrid machine learning technique for resource allocation security with effective task scheduling in cloud computing is proposed in this study. Initially, a short scheduler for tasks built around the enhanced Particle Swarm Optimization algorithm (IPSO-TS) reduces make-span ...
The cloud computing promises various benefits that are striking to establishments and consumers of their services. These benefits encourage more business establishments, institutes, and users in need of computing resources to move to the cloud because of
Keywords,taskscheduling;cloudcomputing;ParticleSwarmOptimization(PSO)algorithm;double-fitness 摘要,如何对任务进行高效合理的调度是云计算需要解决的关键问题之一,针对云计算的编程模型框架,在传统粒子群优化算法(PSO)的基础上,提出了一种具有双适应度的粒子群算法(DFPSO)。通过该算法不但能找到任务总完成时间较短的调度...
Task scheduling in cloud computing is an NP-complete problem [18]. Authors in Ref. [17] propose an energy efficient resource scheduling algorithm that reduces operating costs and provides quality of service. Energy saving and resource utilization are achieved through scheduling of virtual machines. ...