NoXperanto: Crowdsourced Polyglot Persistence
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| Format: | Artículo científico |
| Language: | en |
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Instituto Politécnico Nacional
2014
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| _version_ | 1876433139888291840 |
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| author | Antonio Maccioni |
| author_facet | Antonio Maccioni |
| contents | NoXperanto: Crowdsourced Polyglot Persistence Antonio Maccioni Orlando Cassano Yongming Luo Juan Castrejón Genoveva Vargas-Solar Computación big data crowdsourcing property graph multidata bases graph databases This paper proposes NOXPERANTO, a novelcrowdsourcing approach to address querying over datacollections managed by polyglot persistence settings. The maincontribution of NOXPERANTO is the ability to solve complexqueries involving different data stores by exploiting queriesfrom expert users (i.e. a crowd of database administrators, dataengineers, domain experts, etc.), assuming that these users cansubmit meaningful queries. NOXPERANTO exploits the resultsof “meaningful queries” in order to facilitate the forthcomingquery answering processes. In particular, queries results areused to: (i) help non-expert users in using the multi-databaseenvironment and (ii) improve performances of the multi-databaseenvironment, which not only uses disk and memory resources,but heavily rely on network bandwidth. NOXPERANTO employsa layer to keep track of the information produced by the crowdmodeled as a Property Graph and managed in a Graph DatabaseManagement System (GDBMS). 2014 artículo científico 1870-9044 https://www.redalyc.org/articulo.oa?id=402640464007 en http://www.redalyc.org/revista.oa?id=4026 Polibits application/pdf Instituto Politécnico Nacional Polibits (México) Vol.50 |
| format | Artículo científico |
| id | redalyc_402640464007 |
| institution | Redalyc |
| language | en |
| publishDate | 2014 |
| publisher | Instituto Politécnico Nacional |
| spellingShingle | NoXperanto: Crowdsourced Polyglot Persistence Antonio Maccioni Computación big data crowdsourcing property graph multidata bases graph databases NoXperanto: Crowdsourced Polyglot Persistence Antonio Maccioni Orlando Cassano Yongming Luo Juan Castrejón Genoveva Vargas-Solar Computación big data crowdsourcing property graph multidata bases graph databases This paper proposes NOXPERANTO, a novelcrowdsourcing approach to address querying over datacollections managed by polyglot persistence settings. The maincontribution of NOXPERANTO is the ability to solve complexqueries involving different data stores by exploiting queriesfrom expert users (i.e. a crowd of database administrators, dataengineers, domain experts, etc.), assuming that these users cansubmit meaningful queries. NOXPERANTO exploits the resultsof “meaningful queries” in order to facilitate the forthcomingquery answering processes. In particular, queries results areused to: (i) help non-expert users in using the multi-databaseenvironment and (ii) improve performances of the multi-databaseenvironment, which not only uses disk and memory resources,but heavily rely on network bandwidth. NOXPERANTO employsa layer to keep track of the information produced by the crowdmodeled as a Property Graph and managed in a Graph DatabaseManagement System (GDBMS). 2014 artículo científico 1870-9044 https://www.redalyc.org/articulo.oa?id=402640464007 en http://www.redalyc.org/revista.oa?id=4026 Polibits application/pdf Instituto Politécnico Nacional Polibits (México) Vol.50 |
| title | NoXperanto: Crowdsourced Polyglot Persistence |
| topic | Computación big data crowdsourcing property graph multidata bases graph databases |
| url | https://www.redalyc.org/articulo.oa?id=402640464007 |