DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Soo Hyung | ko |
dc.contributor.author | Lee, John Jaehwan | ko |
dc.contributor.author | Lee, Yoon-Joon | ko |
dc.date.accessioned | 2015-07-22T02:48:54Z | - |
dc.date.available | 2015-07-22T02:48:54Z | - |
dc.date.created | 2015-07-06 | - |
dc.date.created | 2015-07-06 | - |
dc.date.created | 2015-07-06 | - |
dc.date.issued | 2015-06-27 | - |
dc.identifier.citation | 2015 IEEE International Congress on Big Data, pp.694 - 697 | - |
dc.identifier.uri | http://hdl.handle.net/10203/199828 | - |
dc.description.abstract | With the advent of GPGPU computing, a major paradigm shift in parallel computation in recent years, massive parallel processing, has become available at a relatively low cost. However, conventional XML stream processing algorithms do not utilize the advantages of GPUs since the algorithms were intended for single-thread execution. In this research, we propose a GPU-accelerated, matrix-based XML stream processing methodology in which a large collection of XPath queries are transformed into matrixes of binary values and the XML stream is also converted to two matrix indexes. Then, the processing of a number of queries is transformed to simple bit-AND Boolean operations. With the XMark benchmark data set, we show that the proposed algorithm outperforms the conventional algorithms by about eight times. | - |
dc.language | English | - |
dc.publisher | IEEE | - |
dc.title | Matrix-based XML Stream Processing Using a GPU | - |
dc.type | Conference | - |
dc.identifier.wosid | 000380443700101 | - |
dc.identifier.scopusid | 2-s2.0-84959465330 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 694 | - |
dc.citation.endingpage | 697 | - |
dc.citation.publicationname | 2015 IEEE International Congress on Big Data | - |
dc.identifier.conferencecountry | US | - |
dc.identifier.conferencelocation | Millennium Broadway Hotel, New York | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Lee, Yoon-Joon | - |
dc.contributor.nonIdAuthor | Lee, John Jaehwan | - |
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