{"id":"https://openalex.org/W2037535119","doi":"https://doi.org/10.1145/2804322.2804326","title":"Testing data transformations in MapReduce programs","display_name":"Testing data transformations in MapReduce programs","publication_year":2015,"publication_date":"2015-08-24","ids":{"openalex":"https://openalex.org/W2037535119","doi":"https://doi.org/10.1145/2804322.2804326","mag":"2037535119"},"language":"en","primary_location":{"id":"doi:10.1145/2804322.2804326","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2804322.2804326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Automating Test Case Design, Selection and Evaluation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10651/34513","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033839013","display_name":"Jes\u00fas Mor\u00e1n","orcid":"https://orcid.org/0000-0002-7544-3901"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Mor\u00e1n","raw_affiliation_strings":["University of Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044453196","display_name":"Claudio de la Riva","orcid":"https://orcid.org/0000-0001-5592-9683"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Claudio de la Riva","raw_affiliation_strings":["Universidad de Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004612852","display_name":"Javier Tuya","orcid":"https://orcid.org/0000-0002-1091-934X"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Tuya","raw_affiliation_strings":["University of Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":null,"apc_paid":null,"fwci":4.8754,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.95106903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"20","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/computer-science","display_name":"Computer science","score":0.8752686977386475},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6255698800086975},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5867041349411011},{"id":"https://openalex.org/keywords/data-flow-diagram","display_name":"Data flow diagram","score":0.4994635581970215},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4640001654624939},{"id":"https://openalex.org/keywords/data-flow-analysis","display_name":"Data-flow analysis","score":0.43999993801116943},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4288102686405182},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.42576494812965393},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.38437628746032715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3716195821762085},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33015942573547363},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2862834334373474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10193297266960144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8752686977386475},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6255698800086975},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5867041349411011},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.4994635581970215},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4640001654624939},{"id":"https://openalex.org/C88468194","wikidata":"https://www.wikidata.org/wiki/Q1172416","display_name":"Data-flow analysis","level":3,"score":0.43999993801116943},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4288102686405182},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.42576494812965393},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38437628746032715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3716195821762085},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33015942573547363},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2862834334373474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10193297266960144}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2804322.2804326","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2804322.2804326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Automating Test Case Design, Selection and Evaluation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.736.2626","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.736.2626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://giis.uniovi.es/testing/papers/a-test-2015-testing-data-transformations-mapreduce.pdf","raw_type":"text"},{"id":"pmh:oai:digibuo.uniovi.es:10651/34513","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/34513","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:digibuo.uniovi.es:10651/37796","is_oa":false,"landing_page_url":"http://hdl.handle.net/10651/37796","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:digibuo.uniovi.es:10651/34513","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/34513","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1506215767","https://openalex.org/W1592474299","https://openalex.org/W1982311917","https://openalex.org/W1984085452","https://openalex.org/W1985551847","https://openalex.org/W2022702830","https://openalex.org/W2039676055","https://openalex.org/W2039785088","https://openalex.org/W2049400253","https://openalex.org/W2051184801","https://openalex.org/W2061433361","https://openalex.org/W2117200929","https://openalex.org/W2121762798","https://openalex.org/W2132353061","https://openalex.org/W2133873843","https://openalex.org/W2143712427","https://openalex.org/W2155072926","https://openalex.org/W2163291889","https://openalex.org/W2173213060","https://openalex.org/W2236365709","https://openalex.org/W2335462708","https://openalex.org/W2473076082","https://openalex.org/W2573874858","https://openalex.org/W3044289268","https://openalex.org/W6608504677","https://openalex.org/W6681814770","https://openalex.org/W6720572687"],"related_works":["https://openalex.org/W59945861","https://openalex.org/W1551967076","https://openalex.org/W2151163382","https://openalex.org/W4256382613","https://openalex.org/W316163056","https://openalex.org/W2092972345","https://openalex.org/W2138414258","https://openalex.org/W2527311635","https://openalex.org/W1549956274","https://openalex.org/W1484884871"],"abstract_inverted_index":{"MapReduce":[0,118,125],"is":[1,27,72,94,121],"a":[2,52,75],"parallel":[3],"data":[4,33,36,48,97],"processing":[5],"paradigm":[6],"oriented":[7,102],"to":[8,103,114],"process":[9],"large":[10],"volumes":[11],"of":[12,24,64,69,77],"information":[13],"in":[14,112,117],"data-intensive":[15],"applications,":[16],"such":[17],"as":[18],"Big":[19],"Data":[20],"environments.":[21],"A":[22],"characteristic":[23],"these":[25,39,70],"applications":[26],"that":[28,49,80,93],"they":[29],"can":[30],"have":[31],"different":[32],"sources":[34],"and":[35,101,109,127],"formats.":[37],"For":[38],"reasons,":[40],"the":[41,55,62,82,88,107,110],"inputs":[42],"could":[43,50],"contain":[44],"some":[45,124],"poor":[46],"quality":[47],"produce":[51],"failure":[53],"if":[54],"program":[56,83],"functionality":[57],"does":[58],"not":[59],"handle":[60],"properly":[61],"variety":[63],"input":[65,78,108],"data.":[66],"The":[67],"output":[68,111],"programs":[71,126],"obtained":[73],"from":[74],"number":[76],"transformations":[79,104],"represent":[81],"logic.":[84],"This":[85],"paper":[86],"proposes":[87],"testing":[89],"technique":[90],"called":[91],"MRFlow":[92,120],"based":[95],"on":[96],"flow":[98],"test":[99],"criteria":[100],"analysis":[105],"between":[106],"order":[113],"detect":[115],"defects":[116],"programs.":[119],"applied":[122],"over":[123],"detects":[128],"several":[129],"defects.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
