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An Overview of Mutation Strategies in Bat Algorithm

Waqas Haider Bangyal, Jamil Ahmad, Hafiz Tayyab, Sobia Pervaiz
2018 International Journal of Advanced Computer Science and Applications  
Bat algorithm (BA) is a population based stochastic search technique encouraged from the intrinsic manner of bee swarm seeking for their food source.  ...  It is anticipated that this survey would be helpful to study the BA algorithm in detail for the researcher.  ...  In [49] Review of Recent Load Balancing Techniques in Cloud Computing and BAT Variants Is proposed.  ... 
doi:10.14569/ijacsa.2018.090866 fatcat:usxr4tvhijchxmj2dggnmdwaqi

An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications

Raed Abu Zitar, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Khaled Assaleh
2021 Archives of Computational Methods in Engineering  
In this review paper, JAYA algorithm, which is a recent population-based algorithm is intensively overviewed.  ...  The reader of this overview will determine the best domains and applications used by JAYA algorithm and can justify their JAYA-related contributions.  ...  The communication domain includes different types of problems that are tackled by JAYA algorithm such as load balancing in cloud computing [137] , synthesis of linear antenna arrays [64, 64] , non-linear  ... 
doi:10.1007/s11831-021-09585-8 pmid:34075292 pmcid:PMC8155802 fatcat:j6u2fa74abgnhleodwkc4pou7m

Osmotic Bio-Inspired Load Balancing Algorithm in Cloud Computing

Marwa Gamal, Rawya Rizk, Hani Mahdi, Basem E. Elnaghi
2019 IEEE Access  
to form an osmotic hybrid artificial bee and ant colony (OH_BAC) optimization load balancing algorithm.  ...  It overcomes the drawbacks of the existing bio-inspired algorithms in achieving load balancing between physical machines.  ...  Section III presents an overview of related work in load balancing in cloud environments. In Section IV, the proposed OH_BAC algorithm is presented.  ... 
doi:10.1109/access.2019.2907615 fatcat:57tn7zrfcvauvjlb32tjxy74wi

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.  ...  The frequent use of smart devices has helped cloud computing to realize the need for its rapid growth.  ...  [27] provided a comprehensive and comparative overview of the available literature on load balancing techniques for virtual machines in cloud computing.  ... 
doi:10.3390/electronics10212718 fatcat:rj2ibmxflncudbavkteb2cax74

Load balancing mechanisms in fog computing: A systematic review [article]

Mostafa Haghi Kashani, Ahmad Ahmadzadeh, Ebrahim Mahdipour
2020 arXiv   pre-print
Load balancing is an important aspect of fog networks that avoids a situation with some under-loaded or overloaded fog nodes.  ...  Recently, fog computing has been introduced as a modern distributed paradigm and complement to cloud computing to provide services.  ...  They also formulated the load balancing in the SDN and fog/cloud system as an optimization problem and proposed using a fireworks algorithm (FWA) based on SDN centralized control for solving the load balancing  ... 
arXiv:2011.14706v2 fatcat:tk24shjbqzai3drlrhctxkjjw4

Hybrid scheduling algorithms in cloud computing: a review

Neeraj Arora, Rohitash Kumar Banyal
2022 International Journal of Power Electronics and Drive Systems (IJPEDS)  
Several heuristics and meta-heuristics algorithms were proposed for scheduling the user's task to the resources available in cloud computing in an optimal way.  ...  In this paper, we reviewed the hybrid algorithms, which are the combinations of two or more algorithms, used for scheduling in cloud computing.  ...  Ghumman and Kaur [48] proposed a hybrid scheduling algorithm using improved max-min and ACO algorithm for load balancing in cloud computing. The objective was to minimize the makespan.  ... 
doi:10.11591/ijece.v12i1.pp880-895 fatcat:vdrhul2uefgmlomhqwrjjfr4my

Load balancing in cloud computing – A hierarchical taxonomical classification

Shahbaz Afzal, G. Kavitha
2019 Journal of Cloud Computing: Advances, Systems and Applications  
The paper also suggests new insights towards load balancing in cloud computing.  ...  Load balancing techniques cater the solution for load unbalancing situation for two undesirable facets-overloading and under-loading.  ...  Acknowledgements The authors are grateful to the editor and anonymous referees for their valuable comments and suggestions. Only the authors are responsible for the views expressed and mistakes made.  ... 
doi:10.1186/s13677-019-0146-7 fatcat:3w7nv5srfbbjjlp4jl3s55hrlq

Load Balancing in Cloud Computing: A Comprehensive Survey on Recent Techniques

2021 International Journal of Advanced Trends in Computer Science and Engineering  
This paper bestows a thorough investigation of the new load balancing algorithms for the cloud environment.  ...  The problem of load balancing in the cloud has been linked to a large amount of research, recognizing its role and impact.  ...  A survey of the algorithms and already existing techniques for cloud computing load balancing are presented in this paper.  ... 
doi:10.30534/ijatcse/2021/521022021 fatcat:yurjv5rhxzbzrazyafyhxtqwgu

A Review on Applications of Optimization Using Bat Algorithm

Siti Nor Zawani Ahmmad
2020 International Journal of Advanced Trends in Computer Science and Engineering  
This article describes an overview of Bat algorithm, which is inspired by the life of a bat family, as well as an overview of bat algorithm applications in various categories for solving optimization problems  ...  The objective of this is to provide an overview and to summarize the review of applications on the bat algorithm.  ...  While authors in [43] tends to compare several different metaheuristic algorithms that include Bat Algorithm to perform resource allocation in distributed computing environment within cloud computing  ... 
doi:10.30534/ijatcse/2020/3791.12020 fatcat:sgwzumgepvf2tfk2j7ezmsa6ne

New Approach Based on Homomorphic Encryption to Secure Medical Images in Cloud Computing

Ali Kartit
2022 Trends in Sciences  
In addition, and to design intelligent distributed computing for efficient management of Virtual Machine (VM) workloads, we used a method based on the Bat Algorithm (BA).  ...  the cloud Hadoop and MapReduce are in conjunction with a multi-agent system to perform distributed data processing Our system uses a method based on the Bat (BA) algorithm to ensure efficient management  ...  Since the cloud includes multiple virtual machines (VMs), we suggest using nature-inspired techniques for efficient load balancing of tasks on VMs available in cloud computing.  ... 
doi:10.48048/tis.2022.3970 fatcat:2fcmcnlntfdshbb3bhl5evw3nu

Optimal Virtual Machines Placement in Cloud Computing Environment

2020 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
In this research paper we proposed an algorithm for better VM placement load balancing.  ...  A numerical model is proposed methodology for better assignment of VM in the physical machine for cloud computing environment.  ...  They give a total overview and scrutinize of the actual state of the craftsmanship VM situation plans introduced within the writing for the cloud computing and information hub.  ... 
doi:10.35940/ijitee.d1413.029420 fatcat:plgjo6i4xze6hdiukhmla5q3a4

A State-of-Art on Cloud Load Balancing Algorithms

Mishra Kaushik et. al.
2020 International Journal of Computing and Digital Systems  
The presented work will be a help hand tool for researchers to design new efficient load balancing algorithms in the Cloud computing domain.  ...  In the present work, a deep literature study has been carried out by considering the state of art algorithms for cloud load balancing.  ...  ACKNOWLEDGMENT The authors are very much thankful to the anonymous reviewers and editors for their constructive suggestions which significantly facilitate the quality improvement of the article.  ... 
doi:10.12785/ijcds/090206 fatcat:33bsnxvhszgy7hetsvtypqelqm

Framework for Computation Offloading in Mobile Cloud Computing

Dejan Kovachev, Ralf Klamma
2012 International Journal of Interactive Multimedia and Artificial Intelligence  
We thank Tian Yu for the prototype implementation.  ...  ACKNOWLEDGEMENTS This proposal was carried out in the network of advanced technology research in Francisco José de Caldas University in Bogotá Colombia, as part of the Ph.D. in Engineering, within the  ...  Bat algorithm has been used for engineering Yang, X. S. C.  ... 
doi:10.9781/ijimai.2012.171 fatcat:zeqxsym4f5ashmjkiivje2uoau

Grid-Connected Power Converters: An Overview of Control Strategies for Renewable Energy

Angelo Lunardi, Luís F. Normandia Lourenço, Enkhtsetseg Munkhchuluun, Lasantha Meegahapola, Alfeu J. Sguarezi Sguarezi Filho
2022 Energies  
for future scenarios.  ...  The objective of this paper is to present a critical review of the control strategies developed for grid-connected power converters found in renewable energy systems, energy storage systems and electric  ...  The stator flux angle can be computed using a PLL [72, 73] .  ... 
doi:10.3390/en15114151 fatcat:nj245j5vdneyzbr2c4q5kwklvy

A Meta-analytic Review of Intelligent Intrusion Detection Techniques in Cloud Computing Environment

Meghana G Raj, Santosh Kumar Pani
2021 International Journal of Advanced Computer Science and Applications  
In recent years, there have been several technological advancements for accurate detection of attacks in the cloud.  ...  Security and data privacy continue to be major considerations in the selection and study of cloud computing.  ...  Bio inspired algorithms have been previously used to meet requirements of the cloud environment such as load balancing, provisioning of resources, and performance improvements, and may prove to be useful  ... 
doi:10.14569/ijacsa.2021.0121023 fatcat:qhfu7drkbnestjmzrdx6nk47zu
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