{"id":"https://openalex.org/W2572141373","doi":"https://doi.org/10.3233/978-1-61499-621-7-489","title":"Static and Dynamic Big Data Partitioning on Apache Spark","display_name":"Static and Dynamic Big Data Partitioning on Apache Spark","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2572141373","doi":"https://doi.org/10.3233/978-1-61499-621-7-489","mag":"2572141373"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-621-7-489","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-621-7-489","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067306304","display_name":"Massimiliano Bertolucci","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Bertolucci Massimiliano","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043912475","display_name":"Emanuele Carlini","orcid":"https://orcid.org/0000-0003-3643-5404"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlini Emanuele","raw_affiliation_strings":["Institute of Information Science and Technologies, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076098917","display_name":"Patrizio Dazzi","orcid":"https://orcid.org/0000-0001-8504-1503"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dazzi Patrizio","raw_affiliation_strings":["Institute of Information Science and Technologies, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045513580","display_name":"Alessandro Lulli","orcid":"https://orcid.org/0000-0003-3881-8900"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lulli Alessandro","raw_affiliation_strings":["University of Pisa, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015647058","display_name":"Laura Ricci","orcid":"https://orcid.org/0000-0002-8179-8215"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ricci Laura","raw_affiliation_strings":["University of Chieti-Pescara, Chieti, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chieti-Pescara, Chieti, Italy","institution_ids":["https://openalex.org/I39387349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067306304"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":null,"apc_paid":null,"fwci":0.7752,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.88551591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.808509349822998},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6670000553131104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4649350345134735},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.309198260307312},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09955883026123047}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.808509349822998},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6670000553131104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4649350345134735},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.309198260307312},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09955883026123047}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-621-7-489","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-621-7-489","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},{"id":"pmh:oai:arpi.unipi.it:11568/766175","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/766175","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dnet:people______::b745f90ba24cd6a40c41b97026fa187e","is_oa":false,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::b745f90ba24cd6a40c41b97026fa187e","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Parallel Computing, pp. 489\u2013498, Edinburgh, Scotland, 1-4 September 2015","raw_type":"Conference article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W62276854","https://openalex.org/W97348994","https://openalex.org/W185000700","https://openalex.org/W1448681276","https://openalex.org/W1527448622","https://openalex.org/W1593418057","https://openalex.org/W1834957564","https://openalex.org/W1854214752","https://openalex.org/W1969970763","https://openalex.org/W1971630691","https://openalex.org/W1975854398","https://openalex.org/W2045271686","https://openalex.org/W2071094321","https://openalex.org/W2080098453","https://openalex.org/W2110814195","https://openalex.org/W2120755171","https://openalex.org/W2128479026","https://openalex.org/W2131975293","https://openalex.org/W2189465200","https://openalex.org/W2291321158","https://openalex.org/W2574134800","https://openalex.org/W2911397877"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W3202731209","https://openalex.org/W3211874991"],"abstract_inverted_index":{"Many":[0],"of":[1,40,74],"today's":[2],"large":[3],"datasets":[4],"are":[5,54],"organized":[6],"as":[7],"a":[8,23,66,95],"graph.":[9],"Due":[10],"to":[11,18,35],"their":[12,92],"size":[13],"it":[14],"is":[15,45],"often":[16,46],"infeasible":[17],"process":[19,36],"these":[20],"graphs":[21],"using":[22,94],"single":[24],"machine.":[25],"Therefore,":[26],"many":[27],"software":[28,44],"frameworks":[29],"and":[30,89,105],"tools":[31],"have":[32],"been":[33],"proposed":[34],"graph":[37,75,87],"on":[38,78],"top":[39],"distributed":[41],"infrastructures.":[42],"This":[43],"bundled":[47],"with":[48],"generic":[49],"data":[50,68],"decomposition":[51],"strategies":[52],"that":[53],"not":[55],"optimised":[56],"for":[57],"specific":[58,67],"algorithms.":[59],"In":[60],"this":[61,82],"paper":[62],"we":[63,84,90],"study":[64],"how":[65],"partitioning":[69,97],"strategy":[70],"affects":[71],"the":[72],"performances":[73,93],"algorithms":[76,88],"executing":[77],"Apache":[79],"Spark.":[80],"To":[81],"end,":[83],"implemented":[85],"different":[86],"compared":[91],"naive":[96],"solution":[98],"against":[99],"more":[100],"elaborate":[101],"strategies,":[102],"both":[103],"static":[104],"dynamic.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2017-01-26T00:00:00"}