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OPTIMIZED MIN-MIN TASK SCHEDULING ALGORITHM FOR SCIENTIFIC WORKFLOWS IN A CLOUD ENVIRONMENT
Published 2023“…To achieve this, we propose a new noble mechanism called Optimized Min-Min (OMin-Min) algorithm, inspired by the Min-Min algorithm. The objectives of this work are: i) to provide a comprehensive review of the cloud and scheduling process; ii) to classify the scheduling strategies and scientific workflows; iii) to implement our proposed algorithm with various scheduling algorithms (i.e., Min-Min, Round-Robin, Max-Min, and Modified Max-Min) for performance comparison, within different cloudlet sizes (i.e., small, medium, large, and heavy) in three scientific workflows (i.e., Montage, Epigenomics, and SIPHT); and iv) to investigate the performance of the implemented algorithms by using CloudSim. …”
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Batch mode heuristic approaches for efficient task scheduling in grid computing system
Published 2016“…Many algorithms have been implemented to solve the grid scheduling problem. …”
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Vegetation height estimation near power transmission poles via satellite stereo images using 3D depth estimation algorithms
Published 2023Conference Paper -
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Vegetation height estimation near power transmission poles via satellite stereo images using 3D depth estimation algorithms
Published 2015“…Our results show that Graph-Cut Algorithm performs better than dynamic programming (DP) in terms of accuracy and speed.…”
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SG-PBFS : Shortest Gap-Priority Based Fair Scheduling technique for job scheduling in cloud environment
Published 2024“…To conduct this experiment, we employed the CloudSim simulator, which is implemented using the Java programming language.…”
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Fault detection with optimum March Test Algorithm
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An investigation towards hostel space allocation problem with stochastic algorithms
Published 2018“…The construction of initial solution is handled by Constraint Programming algorithm. Two algorithms mainly Great Deluge with linear and non-linear decay rate and Simulated Annealing with linear reduction are proposed to improve the quality of solution. …”
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Automatic generation of mobile content in entertainment applications using evolutionary computing
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Performance comparison of linear and non-linear great deluge algorithms in solving university course timetabling problems
Published 2017“…This research does not focus on hard constraints involved as the initial solution is solved based on Constraint Programming algorithm. The GD algorithm is tested over three benchmark datasets: testing dataset; semester 2 session 2014/2015 test set; semester 1 session 2015/2016 test set. …”
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A performance comparison of metaheuristics search for university course timetabling problems
Published 2017“…In this research, a Constraint Programming (CP) algorithm is proposed and implemented in order to solve the hard constraint while satisfying the soft constraints is handled by using the Great Deluge (GD) algorithm. …”
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Integrated Scheduling and RTO of RGP with MPC and PI Controllers
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Integrated Scheduling and RTO of RGP with MPC and PI Controllers
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