【摘要】：當前虛擬資源存儲算法對規(guī)模較大的虛擬資源無法實現(xiàn)實時傳輸,且存儲能耗高、負載均衡性較差。為此,提出一種新的基于云計算平臺的虛擬資源可擴展存儲算法,介紹了云計算平臺,其由存儲層、基礎控制層、應用接口層和訪問層構成,給出其系統(tǒng)架構。依據(jù)云計算平臺,通過采集虛擬資源的高階累積量信息特征,利用K-L特征壓縮法實現(xiàn)虛擬資源的低負荷存儲,針對該過程擴展性能低的弊端對其進行改進。通過自適應全域空間搜索找到最佳基函數(shù),對云計算平臺的存儲空間進行重組,得到改進后的虛擬資源存儲空間結構。實驗結果表明,所提算法存儲空間、時延和能耗均較低,負載均衡性強。
[Abstract]:The current virtual resource storage algorithm can not realize real-time transmission of large scale virtual resources, and the storage energy consumption is high, and the load balance is poor. In this paper, a new virtual resource scalable storage algorithm based on cloud computing platform is proposed. The cloud computing platform is composed of storage layer, basic control layer, application interface layer and access layer. According to cloud computing platform, by collecting the information features of high-order cumulant of virtual resources, K-L feature compression method is used to realize the low-load storage of virtual resources. The optimal basis function is found by adaptive global space search and the storage space of cloud computing platform is reorganized to obtain the improved virtual resource storage space structure. The experimental results show that the proposed algorithm has lower storage space, lower delay and energy consumption, and better load balance.
【作者單位】： 長春工業(yè)大學人文信息學院;
【基金】：吉林省高等教育教學改革研究課題 吉林省高等教育學會高教科研課題(JGJX2016D206,JGJX2016D207)資助
【分類號】：TP393.0

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本文編號：2169024