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A method for improving graph queries processing using positional inverted index (P.I.I) idea in search engines and parallelization techniques 被引量:2
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作者 Hamed Dinari Hassan Naderi 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期150-159,共10页
The idea of positional inverted index is exploited for indexing of graph database. The main idea is the use of hashing tables in order to prune a considerable portion of graph database that cannot contain the answer s... The idea of positional inverted index is exploited for indexing of graph database. The main idea is the use of hashing tables in order to prune a considerable portion of graph database that cannot contain the answer set. These tables are implemented using column-based techniques and are used to store graphs of database, frequent sub-graphs and the neighborhood of nodes. In order to exact checking of remaining graphs, the vertex invariant is used for isomorphism test which can be parallel implemented. The results of evaluation indicate that proposed method outperforms existing methods. 展开更多
关键词 graph query processing frequent subgraph graph mining data mining positional inverted index
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Hash-area-based data dissemination protocol in wireless sensor networks 被引量:1
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作者 王田 王国军 +1 位作者 过敏意 贾维嘉 《Journal of Central South University of Technology》 EI 2008年第3期392-398,共7页
HashQuery,a Hash-area-based data dissemination protocol,was designed in wireless sensor networks. Using a Hash function which uses time as the key,both mobile sinks and sensors can determine the same Hash area. The se... HashQuery,a Hash-area-based data dissemination protocol,was designed in wireless sensor networks. Using a Hash function which uses time as the key,both mobile sinks and sensors can determine the same Hash area. The sensors can send the information about the events that they monitor to the Hash area and the mobile sinks need only to query that area instead of flooding among the whole network,and thus much energy can be saved. In addition,the location of the Hash area changes over time so as to balance the energy consumption in the whole network. Theoretical analysis shows that the proposed protocol can be energy-efficient and simulation studies further show that when there are 5 sources and 5 sinks in the network,it can save at least 50% energy compared with the existing two-tier data dissemination(TTDD) protocol,especially in large-scale wireless sensor networks. 展开更多
关键词 wireless sensor networks Hash function data dissemination query processing mobile sinks
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