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Multimedia resource allocation strategy of wireless sensor networks using distributed heuristic algorithm in cloud computing environment

机译:在云计算环境中使用分布式启发式算法的无线传感器网络多媒体资源分配策略

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摘要

The virtualized resource allocation (mapping) algorithm is the core issue of network virtualization technology. Universal and excellent resource allocation algorithms not only provide efficient and reliable network resources sharing for systems and users, but also simplify the complexity of resource scheduling and management, improve the utilization of basic resources, balance network load and optimize network performance. Based on the application of wireless sensor network, this paper proposes a wireless sensor network architecture based on cloud computing. The WSN hardware resources are mapped into resources in cloud computing through virtualization technology, and the resource allocation strategy of the network architecture is proposed. The experiment evaluates the performance of the resource allocation strategy. The proposed heuristic algorithm is a distributed algorithm. The complexity of centralized algorithms is high, distributed algorithms can handle problems in parallel, and reduce the time required to get a good solution with limited traffic.
机译:虚拟化资源分配(映射)算法是网络虚拟化技术的核心问题。通用和优异的资源分配算法不仅为系统和用户提供了高效且可靠的网络资源共享,还可以简化资源调度和管理的复杂性,提高基本资源的利用率,平衡网络负载和优化网络性能。基于无线传感器网络的应用,本文提出了一种基于云计算的无线传感器网络架构。通过虚拟化技术将WSN硬件资源映射到云计算中的资源,并提出了网络架构的资源分配策略。该实验评估了资源分配策略的性能。所提出的启发式算法是分布式算法。集中算法的复杂性很高,分布式算法可以并行地处理问题,并减少有限的流量获得良好解决方案所需的时间。

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