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基于分布式流处理的自适应数据分发策略 被引量:2
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作者 闾程豪 荆一楠 +1 位作者 何震瀛 王晓阳 《计算机应用与软件》 北大核心 2018年第8期24-30,共7页
现有的分布式流数据分发方法通常只针对某一类数据分布的特征进行优化,以降低处理的延迟时间。现实情况中,数据分布的特征往往会随着时间发生变化,导致针对特定数据分布特征进行优化的分发方法无法总是获得最低的处理延迟时间。解决上... 现有的分布式流数据分发方法通常只针对某一类数据分布的特征进行优化,以降低处理的延迟时间。现实情况中,数据分布的特征往往会随着时间发生变化,导致针对特定数据分布特征进行优化的分发方法无法总是获得最低的处理延迟时间。解决上述问题可以使用一种自适应数据分发策略APS(Adaptive Partition Strategy)。在mini-batch分布式流处理模型中,APS策略选取一系列当下被广泛使用的数据分发方法作为候选,在每个minibatch上对不同候选方法的最大负载和键值分离程度进行整体评估,进而根据评估结果进行分发方法的调整。实验结果表明,在处理维基项目的真实数据集时,该策略与现有分发方法相比,最多能将处理延迟时间降低26.7%。 展开更多
关键词 分布式数据处理 流数据分发 负载均衡 键值分离 自适应策略
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Close Relationship between the 2009 H1N1 Virus and South Dakota AIV Strains
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作者 Cun Li Xiao-ping An Zhi-qiang Mi Da-bin Liu Huan-huan Jiang Bo Pan Sheng Wang Bin Chen Yi-gang Tong 《Virologica Sinica》 SCIE CAS CSCD 2011年第1期54-60,共7页
Although previous publications suggest the 2009 pandemic influenza A (H1N1) virus was reassorted from swine viruses of North America and Eurasia,the immediate ancestry still remains elusive due to the big evolutionary... Although previous publications suggest the 2009 pandemic influenza A (H1N1) virus was reassorted from swine viruses of North America and Eurasia,the immediate ancestry still remains elusive due to the big evolutionary distance between the 2009 H1N1 virus and the previously isolated strains. Since the unveiling of the 2009 H1N1 influenza,great deal of interest has been drawn to influenza,consequently a large number of influenza virus sequences have been deposited into the public sequence databases. Blast analysis demonstrated that the recently submitted 2007 South Dakota avian influenza virus strains and other North American avian strains contained genetic segments very closely related to the 2009 H1N1 virus,which suggests these avian influenza viruses are very close relatives of the 2009 H1N1 virus. Phylogenetic analyses also indicate that the 2009 H1N1 viruses are associated with both avian and swine influenza viruses circulating in North America. Since the migrating wild birds are preferable to pigs as the carrier to spread the influenza viruses across vast distances,it is very likely that birds played an important role in the inter-continental evolution of the 2009 H1N1 virus. It is essential to understand the evolutionary route of the emerging influenza virus in order to find a way to prevent further emerging cases. This study suggests the close relationship between 2009 pandemic virus and the North America avian viruses and underscores enhanced surveillance of influenza in birds for understanding the evolution of the 2009 pandemic influenza. 展开更多
关键词 2009 influenza A (H1N1) virus EVOLUTION Avian influenza virus (AIV)
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