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Performance evaluation of Apache Mahout for mining large datasets
dc.contributor | Xhafa Xhafa, Fatos |
dc.contributor.author | Bogza, Adriana Maria |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.date.accessioned | 2016-10-11T07:03:14Z |
dc.date.available | 2016-10-11T07:03:14Z |
dc.date.issued | 2016-07-04 |
dc.identifier.uri | http://hdl.handle.net/2117/90658 |
dc.description.abstract | The main purpose of this project is to evaluate the performance of the Apache Mahout library, that contains data mining algorithms for data processing, using a twitter dataset. Performance is evaluated in terms of processing time, in-memory usage, I/O performance and algorithmic accuracy. |
dc.language.iso | cat |
dc.publisher | Universitat Politècnica de Catalunya |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació |
dc.subject.lcsh | Apache (Computer file : Apache Group) |
dc.subject.lcsh | Data mining |
dc.subject.other | Hadoop |
dc.subject.other | Mahout |
dc.subject.other | Twitter Stream |
dc.subject.other | Apache S4 |
dc.subject.other | HDFS |
dc.subject.other | mineria de dades |
dc.subject.other | data mining |
dc.subject.other | performance evaluation |
dc.title | Performance evaluation of Apache Mahout for mining large datasets |
dc.type | Master thesis |
dc.subject.lemac | Apache (Programes d'ordinador) |
dc.subject.lemac | Mineria de dades |
dc.identifier.slug | 119851 |
dc.rights.access | Open Access |
dc.date.updated | 2016-07-06T06:26:15Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Facultat d'Informàtica de Barcelona |
dc.audience.degree | MÀSTER UNIVERSITARI EN INNOVACIÓ I RECERCA EN INFORMÀTICA (Pla 2012) |
dc.contributor.covenantee | Universitatea Politehnică București |