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Issues and Challenges of Load Balancing Techniques in Cloud Computing: A Survey

机译:云计算中的负载平衡技术的问题和挑战:一项调查

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摘要

With the growth in computing technologies, cloud computing has added a new paradigm to user services that allows accessing Information Technology services on the basis of pay-per-use at any time and any location. Owing to flexibility in cloud services, numerous organizations are shifting their business to the cloud and service providers are establishing more data centers to provide services to users. However, it is essential to provide cost-effective execution of tasks and proper utilization of resources. 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. 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. Therefore, it becomes a necessity for developers and researchers to design and implement a suitable load balancer for parallel and distributed cloud environments. This survey presents a state-of-the-art review of issues and challenges associated with existing load-balancing techniques for researchers to develop more effective algorithms.
机译:随着计算技术的发展,云计算为用户服务添加了新的范例,使用户可以随时随地按使用量付费访问信息技术服务。由于云服务的灵活性,许多组织将其业务转移到云,并且服务提供商正在建立更多的数据中心来为用户提供服务。但是,必须提供具有成本效益的任务执行和适当的资源利用。文献中已经报道了几种技术,这些技术基于负载平衡,任务调度,资源管理,服务质量和工作负载管理来改善性能和资源使用。云中的负载平衡允许数据中心避免虚拟机中的过载/欠载,这本身就是云计算领域的挑战。因此,对于开发人员和研究人员而言,有必要为并行和分布式云环境设计和实现合适的负载均衡器。这项调查对与现有负载平衡技术相关的问题和挑战进行了最新的综述,以供研究人员开发更有效的算法。

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