Task schedulingMeta-heuristicsOptimizationQuality of Service (QoS)Simulation toolsOpen challengesFuture trendsSystematic reviewCloud computing is a recently looming-evoked paradigm, the aim of which is to provide on-demand, pay-as-you-go, internet-based access to shared computing resources (hardware and...
Task scheduling in the cloud is perceived as a difficult Multi-objective optimization problem. It refers to the assignment of user tasks on the available cloud virtual machines. This problem can be solved effectively by combining two or more approaches for improving task execution and increasing the...
Cloud computing provides a wide variety of services, from small to big businesses, to individual consumers. Cloud computing's features entice users to migrate their operations from traditional platforms to cloud platforms. In comparison to traditional systems, cloud computing has an extremely powerful p...
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 ...
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 mobil
Energy-aware Task Scheduling Algorithms in Cloud Computing[J]. Microelectronics & Computer, 2012, 29(5): 188-192. Citation: YING Chang-tian, YU Jiong, YANG Xing-yao. Energy-aware Task Scheduling Algorithms in Cloud Computing[J]. Microelectronics & Computer, 2012, 29(5): 188-192....
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...
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 is an efficient technology to serve the requirement of big data applications. Minimizing the makespan of the cloud system while increasing
This study investigates the cloud computing task scheduling problem, recognized as NP-hard, and explores the impact of adversarial conditions such as DDoS attacks on system performance. To address this challenge, metaheuristic algorithms are employed. The research evaluates the effectiveness of traditional...