The results obtained by TA-ABC is also simulated by an open source cloud platform (CloudSim). Further, the proposed algorithm (TA-ABC) provide an optimal balance results for multiple objectives and the results are comparable to the state-of-the-art existing scheduling algorithms....
In cloud computing environment, task scheduling is the most critical problem to be solved. Two different multi-objective honey badger algorithms (MOHBA-I a
Al-maamari A, Omara FA (2015) Task scheduling using hybrid algorithm in cloud computing environments. J Comput Eng (IOSR-JCE) 17(3):96–106 MATH Google Scholar Alghamdi MI (2022) Optimization of load balancing and task scheduling in cloud computing environments using artificial neural networks...
In the cloud model, a multi-cloud system in which each cloud has its own data center made up of a set of servers to deploy virtual machines. Each Cloud Service Provider (CSP) has its scheduler which assigns tasks to the VMs using its own scheduling strategy. However, the cloud scheduling...
Cloud computing sell the resource in the form of virtual resource to the users. Users use this resource and execute the task. These days, various sorts of cloud elements are used for accessing the resource in remote locations, for example, cloud resource management, heuristics scheduling, and ...
The rise of multi-cloud systems has been spurred. For safety-critical missions, it is important to guarantee their security and reliability. To address trust constraints in a heterogeneous multi-cloud environment, this work proposes a novel scheduling me
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...
The task scheduling problem has already been discussed by many researchers in different heterogeneous computing systems [7–11]. However, the literature lacks adequate specialized solutions addressing the task scheduling problem in the context of fog computing when exponential IoT tasks are generated dynam...
In cloud computing, varied demands are placed on the constantly changing resources. The task scheduling place very vital role in cloud computing environments, this scheduling process needs to schedule the tasks to virtual machine while reducing the makespan and cost. The task scheduling problem comes...
Cloud-fog computing frameworks represent emerging paradigms designed to enhance existing Internet of Things (IoT) architectures. In these frameworks, task scheduling is crucial for optimizing task allocation and execution within the cloud-fog computing environment. Finding an optimal algorithm for workflow ...