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Task scheduling in cloud computing based on metaheuristic techniques: A review paper

Rasha Al-Arasi, Anwar Saif
2018 EAI Endorsed Transactions on Cloud Systems  
In this work, we have introduced the major concepts of resource scheduling and provided a comparative analysis of many task scheduling techniques based on different optimization criteria.  ...  Scheduling is a challenging issue in the cloud environment, therefore many researchers have attempted to explore an optimal solution for task scheduling in the cloud environment.  ...  Task Scheduling in Cloud Computing Based on Meta-Heuristic Techniques: A review paper EAI Endorsed Transactions on Cloud Systems Online First Table 2.  ... 
doi:10.4108/eai.13-7-2018.162829 fatcat:g2edwnkdunbinl6tnnvf2ki64q

Current Perspective in Task Scheduling Techniques in Cloud Computing: A Review

Jyoti Thaman, Manpreet Singh
2016 International Journal in Foundations of Computer Science & Technology  
This paper presents a review on scheduling proposals in cloud environment.  ...  A few promising approaches like Metaheuristics, Greedy, Heuristic technique and Genetic are applied for task scheduling in several parallel and distributed systems.  ...  CONCLUSION This paper presents a review of Task and Job Scheduling schemes. A novel taxonomy is proposed in the paper.  ... 
doi:10.5121/ijfcst.2016.6106 fatcat:zlpikdkjgffjppjlfd7xwy2peu

A review of metaheuristic scheduling techniques in cloud computing

Mala Kalra, Sarbjeet Singh
2015 Egyptian Informatics Journal  
In this paper, we provide an extensive survey and comparative analysis of various scheduling algorithms for cloud and grid environments based on three popular metaheuristic techniques: Ant Colony Optimization  ...  Cloud computing has become a buzzword in the area of high performance distributed computing as it provides on-demand access to shared pool of resources over Internet in a selfservice, dynamically scalable  ...  Conclusion The paper widely reviews the application of metaheuristic techniques in the area of scheduling in cloud and grid environments.  ... 
doi:10.1016/j.eij.2015.07.001 fatcat:ig7qekziejdztoajtapdhvwdkq

Current Perspective of Symbiotic Organisms Search Technique in Cloud Computing Environment: A Review

Ajoze Abdulraheem Zubair, Shukor Bin Abd Razak, Md. Asri Bin Ngadi, Aliyu Ahmed
2021 International Journal of Advanced Computer Science and Applications  
However, little improvement on the standard SOS has been noticed on its application in cloud computing environment, especially cloud task scheduling.  ...  As a result, this paper provides an overview of SOS applications in task scheduling problem and suggest a new enhanced method for better performance of the technique in terms of fast convergence speed.  ...  A symbiotic organism search optimization-based task scheduling technique has been proposed in the work of [24] to schedule a collection of independent tasks in a cloud computing environment.  ... 
doi:10.14569/ijacsa.2021.0120650 fatcat:k7o5d67zafezvfhb7hx5czng4u

Resource management of IoT edge devices: Challenges, techniques, and solutions

Neeraj Kumar, Anish Jindal, Massimo Villari, Satish Narayana Srirama
2021 Software, Practice & Experience  
In the first paper, Khan et al. 1 presented "A cache-based approach toward improved scheduling in fog computing" for efficient resource allocation in the fog computing environment, while maintaining the  ...  In the fifth paper on "A Mobile Data Offloading Framework based on a Combination of Blockchain and Virtual Voting", Hassija et al. 5 enable mobile users to offload computation tasks to resource-rich mobile-devices  ...  ACKNOWLEDGEMENTS We thank the editor-in-chief and editorial board members for providing us with the opportunity to conduct a special issue in Software: Practice and Experience.  ... 
doi:10.1002/spe.3006 fatcat:hyk2o4gcnrc4leap65cwooalce

Optimization Techniques for Resource Provisioning and Load Balancing in Cloud Environment: A Review

Amanpreet Kaur, Bikrampal Kaur, Dheerendra Singh
2017 International Journal of Information Engineering and Electronic Business  
In this paper, a thorough review on scheduling and load balancing techniques has been done and different techniques have been analyzed on the basis of SLA Violations, CPU utilization, energy consumption  ...  The multifaceted and dynamic aspects of cloud computing require efficient and optimized techniques for resource provisioning and load balancing.  ...  Load Balancing Parameters In this paper, a review of various scheduling and load balancing algorithms using optimization techniques based on SLAV, CPU utilization, energy consumption and operating cost  ... 
doi:10.5815/ijieeb.2017.01.04 fatcat:yj7xe6pbgvcyxmsl3a5ibzxzgu

Tasks Scheduling Technique Using League Championship Algorithm for Makespan Minimization in IaaS Cloud [article]

Shafii Muhammad Abdulhamid, Muhammad Shafie Abd Latiff, Ismaila Idris
2015 arXiv   pre-print
In this paper, we proposed a League Championship Algorithm (LCA) based makespan time minimization scheduling technique in IaaS cloud.  ...  Makespan minimization in tasks scheduling of infrastructure as a service (IaaS) cloud is an NP-hard problem.  ...  We also wish to appreaciate the Delft University of Technology for providing the workload archive used in this research and Dr. Kashan A. H. for his attention and assistance on research materials.  ... 
arXiv:1510.03173v1 fatcat:tql66gqecvflvgfqgdphfxnoci

A Systematic Review of Existing VM Migration Techniques

Ramandeep Kaur, Supreet Kaur
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
Hence, in this paper we review, various techniques for virtual machine migration with their merits and demerits. IV.  ...  Ramezani, FahiMeh [2014][2] proposed task based scheduling algorithm with particle swarm optimization techniques.  ...  INTRODUCTION Cloud computing is a emerging computing paradigm in which infrastructure platform, software and other computing resources are delivered on demand with virtualized techniques.  ... 
doi:10.23956/ijarcsse/v7i5/0180 fatcat:nfv5d34vkrb2vdvflc2yjf7syy

Efficient Utilization of IaaS Cloud using Adaptive Evolution Based Technique

The Big-Bang Big-Crunch optimization method based task allocation technique focuses on efficient resource utilization of IaaS (Infrastructure as a Service) cloud.  ...  In the present era of technology and innovation, computing provides as a service. The service-oriented computing paradigm is a subset of utility and distributed computing paradigm.  ...  Calheiros, Rajkumar Buyya, Jungmin Jay Son, who provided the Cloudsim and CloudAnalyst toolkit for modeling and simulation of the Infrastructure cloud computing model.  ... 
doi:10.35940/ijitee.l1164.10812s19 fatcat:zfoc4qjrffc4voeijd72luhjym

Container Scheduling Techniques: A Survey and Assessment

Imtiaz Ahmad, Mohammad Gh. AlFailakawi, Asayel AlMutawa, Latifa Alsalman
2021 Journal of King Saud University: Computer and Information Sciences  
Despite the immense traction of containers in cloud computing, there is no comprehensive survey that covers container scheduling techniques.  ...  The survey is structured around classifying the scheduling techniques into four categories based on the type of optimization algorithm employed to generate the schedule namely mathematical modeling, heuristics  ...  Acknowledgment The authors would like to thank the anonymous reviewers for their invaluable comments and constructive criticism to improve the quality of the manuscript.  ... 
doi:10.1016/j.jksuci.2021.03.002 fatcat:ntx6dmydynaqxioolkx64n2ota

A Survey on QoS Requirements Based on Particle Swarm Optimization Scheduling Techniques for Workflow Scheduling in Cloud Computing

Mazen Farid, Rohaya Latip, Masnida Hussin, Nor Asilah Wati Abdul Hamid
2020 Symmetry  
This paper surveys scheduling algorithms based on particle swarm optimization (PSO).  ...  One of the main issues in this context is scheduling large workflows of tasks with scientific standards on the heterogeneous cloud environment. Other issues are particular to public cloud computing.  ...  Acknowledgments: The authors would like to acknowledge the financial support and facilities provided by Universiti Putra Malaysia for the execution, completion and publication of this paper.  ... 
doi:10.3390/sym12040551 fatcat:uxmk7b6a3bddhcdexjwkymdnwm

Implementing Query Terms Linked to Virtual Databases by Metaheuristic Techniques

2019 International Journal of Engineering and Advanced Technology  
Considering the implementation mechanisms of database query plans inside a cloud storage system, the data may be automatically partitioned and replicated.  ...  In this paper it is intended to obtain query terms along with the threshold values linked to virtual databases.  ...  In many cases, the technique may be adopted through task scheduling mechanisms to minimize the delay in process execution.  ... 
doi:10.35940/ijeat.b3376.129219 fatcat:pi2q3d4ic5fureny7ywv2ajhzi

Technique for Balanced Load Balancing in Cloud Computing Environment

Narayan A. Joshi
2022 International Journal of Advanced Computer Science and Applications  
The implementation of our proposed algorithm has been deployed on a prototype cloud computing infrastructure testbed established with open source software OpenStack.  ...  In future, the proposed technique can be further enhanced for implementing load balancing in collaborated cloud computing environments.  ...  A machine learning based task scheduling mechanism in cloud computing environment is present in [8] .  ... 
doi:10.14569/ijacsa.2022.0130316 fatcat:ioolixxxbzcpzoypp4kprdfzvm

Challenges and Issues of Resource Allocation Techniques in Cloud Computing

2020 KSII Transactions on Internet and Information Systems  
More than 70 articles, between year 2007 and 2020, related to resource allocation in cloud computing have been shortlisted through a structured mechanism and are reviewed under clearly defined objectives  ...  Hence, the main aim of this paper is to identify open challenges faced by the cloud service provider related to allocation of resource such as servers, storage and networks in cloud computing.  ...  Also, Lavanya and Shoba [7] presented a review on resource allocation and resource scheduling in cloud computing in systematic literature manner.  ... 
doi:10.3837/tiis.2020.07.005 fatcat:bwcw4gwjurf2rnjrkqpql2boli

A Survey of Swarm Intelligence Based Load Balancing Techniques in Cloud Computing Environment

M. A. Elmagzoub, Darakhshan Syed, Asadullah Shaikh, Noman Islam, Abdullah Alghamdi, Syed Rizwan
2021 Electronics  
In cloud computing, and load balancing has played a major role in the efficient usage of resources for the highest performance.  ...  Cloud computing offers flexible, interactive, and observable access to shared resources on the Internet. It frees users from the requirements of managing computing on their hardware.  ...  Benchmark of Search In this work, a comprehensive review of balancing the load in a cloud environment focusing on SI based algorithms was carried out.  ... 
doi:10.3390/electronics10212718 fatcat:rj2ibmxflncudbavkteb2cax74
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