{"id":"https://openalex.org/W2803101775","doi":"https://doi.org/10.1145/3109761.3109775","title":"A comparative between hadoop mapreduce and apache Spark on HDFS","display_name":"A comparative between hadoop mapreduce and apache Spark on HDFS","publication_year":2017,"publication_date":"2017-10-17","ids":{"openalex":"https://openalex.org/W2803101775","doi":"https://doi.org/10.1145/3109761.3109775","mag":"2803101775"},"language":"en","primary_location":{"id":"doi:10.1145/3109761.3109775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109761.3109775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Internet of Things and Machine Learning","raw_type":"proceedings-article"},"type":"article","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/A5053089073","display_name":"Mohamed Saouabi","orcid":"https://orcid.org/0000-0002-2606-7954"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Saouabi","raw_affiliation_strings":["University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011832565","display_name":"Abdellah Ezzati","orcid":"https://orcid.org/0000-0002-1456-0661"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellah Ezzati","raw_affiliation_strings":["University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210145365"],"apc_list":null,"apc_paid":null,"fwci":0.4394,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.70864325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9980999827384949,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9979000091552734,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.8860985636711121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8277302980422974},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7245397567749023},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.6767064929008484},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5861180424690247},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.49846553802490234},{"id":"https://openalex.org/keywords/scala","display_name":"Scala","score":0.4376927614212036},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3925705850124359},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.34478724002838135},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3265446424484253}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8860985636711121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8277302980422974},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7245397567749023},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6767064929008484},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5861180424690247},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.49846553802490234},{"id":"https://openalex.org/C109701466","wikidata":"https://www.wikidata.org/wiki/Q460584","display_name":"Scala","level":3,"score":0.4376927614212036},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3925705850124359},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.34478724002838135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3265446424484253}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3109761.3109775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3109761.3109775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Internet of Things and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1985554463","https://openalex.org/W2030397439","https://openalex.org/W2131975293","https://openalex.org/W2265347063"],"related_works":["https://openalex.org/W2763674625","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W4232952072","https://openalex.org/W3202731209","https://openalex.org/W4252019479","https://openalex.org/W3211874991","https://openalex.org/W3040669356","https://openalex.org/W2337519567"],"abstract_inverted_index":{"Data":[0],"is":[1,57],"growing":[2],"now":[3],"in":[4],"a":[5,10,18,38],"very":[6],"high":[7],"speed":[8],"with":[9],"large":[11,26],"volume,":[12],"Spark":[13,42],"and":[14,23,43,52,71],"MapReduce1":[15],"both":[16],"provide":[17],"processing":[19],"model":[20],"for":[21],"analyzing":[22],"managing":[24],"this":[25,34],"data":[27],"-Big":[28],"Data-":[29],"stored":[30],"on":[31],"HDFS.":[32],"In":[33],"paper,":[35],"we":[36],"discuss":[37],"comparative":[39,56],"between":[40],"Apache":[41],"Hadoop":[44],"MapReduce":[45],"using":[46,65,74],"the":[47,62,66,72],"machine":[48],"learning":[49],"algorithms,":[50],"k-means":[51],"logistic":[53],"regression.":[54],"This":[55],"done":[58],"through":[59],"two":[60],"experiences,":[61],"first":[63],"one":[64],"same":[67],"programming":[68,76],"language":[69],"java,":[70],"second":[73],"different":[75],"languages.":[77]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}