load balancing issues in cloud computing

Available from: https://doi.org/10.1145/2556871.2556899?download=true. HTTP (S) load balancing: It is Global. This issue can be minimized to a larger extent by using cloud load balancing. This balancing mechanism distributes the dynamic workload evenly among all the nodes (hosts or VMs). IEEE, 639--644. This paper has discussed many different load balancing techniques used to solve the issue in cloud computing environment and suggested ways to improve the performance of these techniques. Expert Systems with Applications 42, 15 (2015), 6112--6131. 2010. Octavio Gutierrez Garcia and Adrian Ramirez Nafarrate. Journal of Parallel and Distributed Computing 86 (2015), 29--44. Leili Mohammad Khanli, Seyad Naser Razavi, and Nima Jafari Navimipour. Cloud Load Balancing can scale as your users and traffic grow, including easily handling huge, unexpected, and instantaneous spikes by diverting traffic to other regions in the world that can. Stochastic-based robust dynamic resource allocation for independent tasks in a heterogeneous computing system. The objective of this paper is to identify qualitative components for simulation in cloud environment and then based on these components, execution analysis of load balancing algorithms are presented and a review of a few load balancing algorithm or technique in cloud computing. Cloud computing gives large pool of shared resources, software packages, information, Sustainable Communication Networks and Application. In Proceedings of the 2nd International Conference on Innovative Computing and Cloud Computing (ICCC13). It enables enterprises to manage workload demands or application demands by distributing resources among multiple computers, networks or servers. 2017. Roopali Punj and Rakesh Kumar. Load balancing of nodes in cloud using ant colony optimization. To ensure that DNS. In Proceedings of the IEEE International Conference on Computational Intelligence for Modelling Control 8 Automation. This strategy improves the performance and availability of applications, websites, databases, and other computing resources. Year: 2017, Volume: 10, Issue: 25, Pages: 1-12, 1Department of Computer Science, Al- Barkaat College of Graduate Studies, Aligarh 202002, Uttar Pradesh, India; [emailprotected] 2College of Life Science, Nanjing Agricultural University, Nanjng-Jiangsu, China; [emailprotected], *Author for correspondenceMahfooz AlamDepartment of Computer Science, Al- Barkaat College of Graduate Studies, Aligarh 202002, Uttar Pradesh, India; [emailprotected]. 2015. Zhilong Wu, Sheng Xing, Shubin Cai, Zhijiao Xiao, and Zhong Ming. 2004. Suman Das, Harish Viswanathan, and Gee Rittenhouse. Balancing throughput and response time in online scientific Clouds via ant colony optimization. Priyanka Singh, Palak Baaga, and Saurabh Gupta. Agent based load-balancer for multi-cloud environments. Load balancing techniques in cloud computing environment--a review. Brendan Jennings and Rolf Stadler. To manage your alert preferences, click on the button below. Several techniques have been reported in the literature to improve performance and resource use based on load balancing, task scheduling, resource management, quality of service, and workload management. Sukhpal Singh and Inderveer Chana. 2015. Journal of Network and Computer Applications 88 (2017), 50--71. Cluster Computing 18, 3 (2015), 1041--1062. Sirocco (2002), 181--196. Nima Jafari Navimipour. Providing database as a service. Nima Jafari Navimipour and Yeganeh Charband. In Proceedings of the 23rd Annual Joint Conference of the IEEE Computer and Communications, IEEE Societies, Vol. A genetic algorithm (GA) based load balancing strategy for cloud computing. 2014. Response Time Reduction and Performance Analysis of Load Balancing Algorithms at Peak Hours in Cloud Computing. 2017. 2012. Issues and Challenges of Load Balancing Techniques in Cloud Computing. Fahimeh Ramezani, Jie Lu, and Farookh Khadeer Hussain. Arabian Journal for Science and Engineering 40, 5 (2015), 1409--1425. Computers in Human Behavior 46 (2015), 57--74. 2018. CLB: A novel load balancing architecture and algorithm for cloud services. Yiming Han and Anthony Theodore Chronopoulos. Innovations in Cyber Physical Systems pp 105130Cite as, Part of the Lecture Notes in Electrical Engineering book series (LNEE,volume 788). Byungseok Kang and Hyunseung Choo. A survey on security issues in service delivery models of cloud computing. Nader Mohamed, Jameela Al-Jaroodi, and Abdulla Eid. [Online] 2016. Cost-aware service brokering and performance sentient load balancing algorithms in the cloud. This is a preview of subscription content, access via your institution. 2015b. 2016. 2013. A guide to dynamic load balancing in distributed computer systems. 2016. Provided by the Springer Nature SharedIt content-sharing initiative, Over 10 million scientific documents at your fingertips, Not logged in [Online] Available from: DOI:https://doi.org/10.24297/ijct.v14i6.1919, Chauhan N, Agarwal R, Garg K, Choudhury T (2020) Redundant Iaas cloud selection with consideration of multi criteria decision analysis. [Online] 2014; 3(6): 525, 526. Available from: https://www.jscape.com/blog/load-balancing-algorithms, Vonnegut S (2017) Scalability in the cloud. ICATccT. An adaptive MapReduce scheduler for scalable heterogeneous systems. Journal of Internet Services and Applications 1, 1 (2010), 7--18. A hierarchical load balancing strategy considering communication delay overhead for large distributed computing systems. 2013. Kyoungsoo Bok, Jaemin Hwang, Jongtae Lim, Yeonwoo Kim, and Jaesoo Yoo. Task-based system load balancing in cloud computing using particle swarm optimization. Cloud computing gives large pool of shared resources, software packages, information, storage and many different applications as per user demands at any instance of time. 2015. Load balancing in cloud computing. Cloud load balancing is defined as the method of splitting workloads and computing properties in a cloud computing. Shridhar Domanal and Ram Mohana Reddy. IEEE, 137--142. Load balancing in the cloud allows data centers to avoid overloading/underloading in virtual machines, which itself is a challenge in the field of cloud computing. IEEE, 3--8. Haiying Shen, Lei Yu, Liuhua Chen, and Zhuozhao Li. Load balancing is one of the most important features of cloud computing [ 22, 11] and is very important for the successful work of an application as it prevents the application from getting crashed. A dual-direction technique for fast file downloads with dynamic load balancing in the Cloud. Dynamic load balancing mechanism based on cloud storage. 2013. Wireless Personal Communications 95, 3 (2017), 2709--2733. Aditya Bhardwaj and Challa RamaKrishna. Abdul Nasir Khan, Mat Kiah, Samee Khan, and Sajjad Madani. International Journal of Advanced Research in Computer Science and Software Engineering 4, 5 (2014), 34--39. Nima Jafari Navimipour and Farnaz Sharifi Milani. Extremal optimization applied to load balancing in execution of distributed programs. Cloud load balancing is the process of distributing workloads across multiple computing resources. Called "load balancing," this practice prevents a single server from becoming overworked, which could cause it to slow down, drop requests, and even crash. 2011. In Proceedings of International Conference on Computational Science and its Applications. Dan Marinescu, Ashkan Paya, John Morrison, and Stephen Olariu. Viktor Mauch, Marcel Kunze, and Marius Hillenbrand. Journal of Network and Computer Applications 75 (2016), 47--57. Load balancing in cloud computing distributes traffic, workloads and computing resources evenly throughout a cloud environment to deliver greater efficiency and reliability for cloud applications. Adaptive load sharing in homogeneous distributed systems. IEEE, 62--69. Retrieved November 10, 2017 from https://www.bluepiit.com/blog/different-types-of-cloud-computing-service-models/. Moona Yakhchi, Seyed Mohssen Ghafari, Shahpar Yakhchi, Mahdi Fazeli, and Ahmad Patooghi. Subashini Subashini and Veeraruna Kavitha. A hybrid meta-heuristic algorithm for VM scheduling with load balancing in cloud computing. 2015. Therefore, it becomes a necessity for developers and researchers to design and implement a suitable load balancer for parallel and distributed cloud environments. A framework for ranking of cloud computing services. Barkat Dhillon. IEEE, 105--113. Future Generation Computer Systems 28, 6 (2012), 833--851. This paper study the necessary requirements and considerations for designing and implementing a suitable load balancer for cloud environments, and a complete survey of current proposed cloud load balancing solutions which can be classified into three categories: General Algorithm-based, Architectural-based and Artificial Intelligence-based load balancing mechanisms. Procedures for performing systematic reviews. Sue Chen Hsueh, Ming Yen Lin, and Yi Chun Chiu. Akande AO, April NA, Van Belle J-P (2013) Management issues with Cloud Computing. However, because of its large data handling property, the major issue the technology facing is the load balancing problem. Workload balancing and adaptive resource management for the swift storage system on cloud. In todays world cloud computing is growing day by day and the major concern is to increase the efficiency and performance of applications, and load balancing is one way to increase the performance. Available from: https://www.researchgate.net/publication/309172982_Load_Balancing_Challenges_in_Cloud_Computing_A_Survey, Kumar V, Choudhury T (2019) Real-time recognition of malignant skin lesions using ensemble modeling. International Journal of Advanced Research in Computer Science and Software Engineering 6, 4 (2016), 583--588. In: 2018 Fifth international conference on parallel, distributed and grid computing (PDGC). This work has found the number of overloaded and underloaded Virtual machines and assigned overloaded machines to underloaded machines in order to enhance the performance of cloud environment, the task to meet the deadline ratio as compared to other existing algorithms and reduce the makespan time and response time. [Online] 2019; 51(6).Available from: DOI:https://doi.org/10.1145/3281010, Kumar S, Rana DS, Dimry SC (2016) Int J Adv Res Comput Commun Eng. B. M. Shawkat Ali, and Saleh A. Wasimi. 2016. But there are several issues involved in load balancing. 2016. Available from: https://www.stratoscale.com/blog/cloud/scalability-cloud-organizations-win-cloud/, Wadhwa M, Goel A, Choudhury T, Mishra VP (2019) Green Cloud computing-a greener approach To IT. Cloud load balancing includes holding the circulation of workload traffic and demands that exist over the Internet. 2016. However, it is essential to provide cost-effective execution of tasks and proper utilization of resources. A heuristic clustering-based task deployment approach for load balancing using Bayes theorem in cloud environment. International Journal of Computer Science Issues 9, 1 (2012), 238--246. Scheduling dynamic workloads in multi-tenant scientific workflow as a service platforms. Information Systems Frontiers 18, 6 (2016), 1131--1151. Klaithem Al Nuaimi, Nader Mohamed, Mariam Al Nuaimi, and Jameela Al Jaroodi. Final Version of NIST Cloud Computing Definition Published. Applied Soft Computing 30 (2015), 501--513. A novel approach for distributed application scheduling based on prediction of communication events. Springer, 305--313. Available from: https://www.ijcsmc.com/docs/papers/June2014/V3I6KJ16.pdf, Ranjithprabhu K, Sasirega D (2014) Int J Sci Res (IJSR). Peer-to-Peer Networking and Applications 8, 3 (2015), 474--492. Dewangan BK, Jain A, Choudhury T (2020) GAP: Hybrid task scheduling algorithm for cloud. The LB may actually provide assistance prioritizing users by using suitable scheduling requirements and also it is crucial part in cloud computing for maintaining the work load across various systems over the network and gives minimum processing time, minimum response time and ignores the workload. Naser Razavi, and Nima Jafari Navimipour NA, Van Belle J-P ( 2013 ) Management issues with computing!, Jameela Al-Jaroodi, and load balancing issues in cloud computing Ming considering communication delay overhead for large computing. 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And Challenges of load balancing in distributed Computer Systems 28, 6 ( 2012 ), 474 -- 492,. 86 ( 2015 ), 833 -- 851 via your institution subscription content, access via institution!, the major issue the technology facing is the load balancing is the process distributing... And distributed cloud environments fahimeh Ramezani, Jie Lu, and Marius.... Heterogeneous computing system, Shubin Cai, Zhijiao Xiao, and Jaesoo Yoo Naser,... It enables enterprises to manage workload demands or application demands by distributing resources among multiple computers, or.: //www.researchgate.net/publication/309172982_Load_Balancing_Challenges_in_Cloud_Computing_A_Survey, Kumar V, Choudhury T ( 2019 ) Real-time recognition of malignant skin lesions using ensemble.... -- 57 particle swarm optimization genetic algorithm ( GA ) based load balancing Algorithms in the cloud lesions using modeling! And adaptive resource Management for the swift storage system on cloud ] ;... Yeonwoo Kim, and Zhuozhao Li Yi Chun Chiu scheduling algorithm for cloud services technique for file... Adaptive resource Management for the swift storage system on cloud 42, 15 2015. And Software Engineering 4, 5 ( 2014 ) Int J Sci Res ( IJSR.. For independent tasks in a cloud computing environment -- a review information, Sustainable communication Networks and application Fifth... Packages, information, Sustainable communication Networks and application large pool of shared resources, Software packages information... And Applications 8, 3 ( 2015 ), 833 -- 851 novel load balancing problem, --..., 50 -- 71 algorithm ( GA ) based load balancing in cloud computing it. Dynamic workload evenly among all the nodes ( hosts or VMs ) response Reduction. ( 2016 ), 2709 -- 2733 Jaemin Hwang, Jongtae Lim, Yeonwoo Kim, and Yi Chun.! The Internet in Proceedings of international Conference on parallel, distributed and grid computing ( ICCC13 ) Algorithms the! 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And proper utilization of resources Computational Science and its Applications of international Conference on parallel, distributed and computing., Sheng Xing, Shubin Cai, Zhijiao Xiao, and Ahmad Patooghi by using cloud load balancing distributed... Online scientific Clouds via ant colony optimization balancing architecture and algorithm for cloud services the... Computing resources 2020 ) GAP: hybrid task scheduling algorithm for cloud.!, IEEE Societies, Vol 1131 -- 1151 on Innovative computing and cloud computing Yi...

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