| Presentation | 2014-08-20 A Preliminary Analysis on Dynamic Query Optimisation Mechanism for SPARQL Query Processing Yuji YAMAGATA, Naoki FUKUTA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | On a retrieval of Linked Open Data using SPARQL, a query often causes enormous consumption of endpoints' computing resources and furthermore it is sometimes difficult to predict what computations will cause such phenomena on the endpoints. Preventing such an execution of time-consuming queries, approximating the original query could reduce loads of endpoints. In this paper, we briefly discuss about a preliminary idea on building endpoints having a mechanism to (semi)-automatically avoid unwanted amount of inference or other computation by analyzing and predicting its computational costs and allowing it to transform such a query into a speed optimized and often approximated query. Our preliminary analysis shows a potential benefit and its practical difficulties on speed optimizations of query executions. We also demonstrate the design of a preliminary prototype system that could analyze such performance-related issues and it could classify whether a query execution is time-consuming or not, by using machine learning techniques at the endpoint-side. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Linked Open Data / SPARQL / Query Processing |
| Paper # | AI2014-15,SC2014-12 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2014/8/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Preliminary Analysis on Dynamic Query Optimisation Mechanism for SPARQL Query Processing |
| Sub Title (in English) | |
| Keyword(1) | Linked Open Data |
| Keyword(2) | SPARQL |
| Keyword(3) | Query Processing |
| 1st Author's Name | Yuji YAMAGATA |
| 1st Author's Affiliation | Graduate School of Informatics, Shizuoka University() |
| 2nd Author's Name | Naoki FUKUTA |
| 2nd Author's Affiliation | Graduate School of Informatics, Shizuoka University |
| Date | 2014-08-20 |
| Paper # | AI2014-15,SC2014-12 |
| Volume (vol) | vol.114 |
| Number (no) | 181 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |