A new reliability‐based task scheduling algorithm in cloud computing

2021 ◽  
Author(s):  
Aida Amini Motlagh ◽  
Ali Movaghar ◽  
Amir Masoud Rahmani
Keyword(s):  
Cloud Computing ◽  
Task Scheduling ◽  
Scheduling Algorithm ◽  
Task Scheduling Algorithm

Task scheduling algorithm based on improved genetic algorithm in cloud computing environment

2020 ◽  
Vol 13 ◽  
Author(s):  
Ge Weiqing ◽  
Cui Yanru
Keyword(s):  
Genetic Algorithm ◽  
Cloud Computing ◽  
Task Scheduling ◽  
Scheduling Algorithm ◽  
Task Completion ◽  
Improved Genetic Algorithm ◽  
Fitness Functions ◽  
Task Scheduling Algorithm ◽  
Simulation Results

Background: In order to make up for the shortcomings of the traditional algorithm, Min-Min and Max-Min algorithm are combined on the basis of the traditional genetic algorithm. Methods: In this paper, a new cloud computing task scheduling algorithm is proposed, which introduces Min-Min and Max-Min algorithm to generate initialization population, and selects task completion time and load balancing as double fitness functions, which improves the quality of initialization population, algorithm search ability and convergence speed. Results: The simulation results show that the algorithm is superior to the traditional genetic algorithm and is an effective cloud computing task scheduling algorithm. Conclusion: Finally, this paper proposes the possibility of the fusion of the two quadratively improved algorithms and completes the preliminary fusion of the algorithm, but the simulation results of the new algorithm are not ideal and need to be further studied.

scholarly journals The Intelligent Task Scheduling Algorithm in Cloud Computing with Multistage Optimization

2016 ◽  
Vol 9 (4) ◽  
pp. 313-324 ◽  
Author(s):  
XiaoLi He ◽  
Yu Song ◽  
Ralf Volker Binsack
Keyword(s):  
Cloud Computing ◽  
Task Scheduling ◽  
Scheduling Algorithm ◽  
Task Scheduling Algorithm

scholarly journals Innovative Task Scheduling Algorithm in Cloud Computing

2020 ◽  
Vol 981 ◽  
pp. 022023
Author(s):  
S. Magesh Kumar ◽  
V. Auxilia Osvin Nancy ◽  
A Balasundaram ◽  
Seena Naik korra ◽  
D Kothandaraman ◽  
...  
Keyword(s):  
Cloud Computing ◽  
Task Scheduling ◽  
Scheduling Algorithm ◽  
Task Scheduling Algorithm

scholarly journals IPSO Task Scheduling Algorithm for Large Scale Data in Cloud Computing Environment

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 5412-5420 ◽  
Author(s):  
Heba Saleh ◽  
Heba Nashaat ◽  
Walaa Saber ◽  
Hany M. Harb
Keyword(s):  
Cloud Computing ◽  
Task Scheduling ◽  
Large Scale ◽  
Scheduling Algorithm ◽  
Computing Environment ◽  
Cloud Computing Environment ◽  
Large Scale Data ◽  
Task Scheduling Algorithm ◽  
Scale Data
Sign in / Sign up

Export Citation Format

Share Document