Task scheduling is one of the major issues in cloud computing environment. Efficient task scheduling is substantial to attain cost-effective execution and improve resource utilization. The task scheduling proble
Shekhar and Mala (Shekhar, 2014) Proposed task scheduling optimization of independent tasks in cloud computing using an enhanced genetic algorithm. The objective of this work is to minimize runtime and balance the load of the resources. Generally, in the Genetic Algorithm (GA), the initial popula...
Remesh Babu, K.R. and Samuel, P., 2016. Enhanced bee colony algorithm for efficient load balancing and scheduling in cloud. InInnovations in Bio-Inspired Computing and Applications: Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015...
Multi-Objective Task and Workflow Scheduling Approaches in Cloud Computing: a Comprehensive Review Article 17 September 2020 Dynamic scheduling of independent tasks in cloud computing applying a new hybrid metaheuristic algorithm including Gabor filter, opposition-based learning, multi-verse optimizer, and...
A Research of Time Cost Balance Simulated Annealing Ant Colony Algorithm for Task Allocation in Cloud Computing[J]. Microelectronics & Computer, 2016, 33(6): 53-58. [6] CAO Yu-xiao, YU Xiang, QIAN Ying. A Kind of Task Scheduling Optimized by Bat Algorithm in Cloud Computing[J]. ...
It can be seen that the present invention uses the bacterial foraging algorithm to realize task scheduling and resource allocation in cloud computing, so that cloud computing has the advantages of swarm intelligence parallel search, being easy to escape from the local minimum, etc. on the ...
Task 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 infrastructure depends on...
Section 4 discusses the proposed algorithm. Section 5 deals with performance evaluation and Section 6 consist of the conclusion and future work. 2. Related works Scheduling of tasks is the major issue in the cloud computing environment as it profoundly affects the performance of the system. We ...
Task scheduling and resource allocation in cloud computing using a heuristic approach J. Cloud Comput. (2018) Elhossiny Ibrahim, Nirmeen A. El-Bahnasawy, Fatma A. Omara, “Task scheduling algorithm in cloud computing environment...View more references ...
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