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首页> 外文期刊>Journal of computational and theoretical nanoscience >Implementation of Various Load-Balancing Approaches for Cloud Computing Using CloudSim
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Implementation of Various Load-Balancing Approaches for Cloud Computing Using CloudSim

机译:使用Cloudsim实现云计算的各种负载平衡方法

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Cloud computing is an Internet based technology which empowers its user by providing access to an offsite huge distributed virtualized and scalable infrastructure via Internet. This infrastructure is composed of a number of hosts which may be homogeneous or heterogeneous in configurationare networked together to enable network storage, computing, services to the users. During high demands of users the workload on infrastructure increases which may impact the performance in cloud environment due to load imbalance. To overcome such issues the concept of load balancing arises.It is a methodology which works towards to equalize the load among the available resources in cloud surroundings. The role of load balancing is vital in cloud computing surroundings as it is responsible for maintaining the Quality of Services (QoS) in terms of optimized usage of resources,limiting the operational cost, making energy efficient system and increasing scalability. Testing of the load balancing algorithms in real cloud environs is a bottleneck due to resource wastage and lack of time. Simulation provides an aid to developers or researchers to provide a feedbackby mimicking the actual environment. The paper deals with simulation based analysis of different distributed and centralized load balancing algorithms implemented in CloudSim.
机译:云计算是一种基于互联网的技术,通过通过Internet提供对外型巨大分布式虚拟化和可扩展的基础架构来实现其用户。该基础架构由许多主机组成,该主机可以在Conefication中组成的同一组织或异构组成,以便在一起,以使网络存储,计算,用户服务能够。在对用户的高要求期间,基础设施的工作量增加,这可能会影响由于负载不平衡导致的云环境中的性能。为了克服这些问题,引发了负载均衡的概念。它是一种方法,它旨在逐渐均衡云周围环境中可用资源之间的负载。负载平衡的作用在云计算环境中至关重要,因为它负责维护服务质量(QoS),以便在优化资源使用,限制运营成本,使节能系统增加和增加可扩展性方面。由于资源浪费和缺乏时间,真正的云环境中的负载平衡算法的测试是一个瓶颈。模拟为开发人员或研究人员提供了帮助,以提供模仿实际环境的反馈。 Cloudsim在Cloudsim中实现的不同分布式和集中负载平衡算法的基于仿真分析。

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