{"id":"https://openalex.org/W2773567775","doi":"https://doi.org/10.5120/ijais2017451730","title":"An Empirical Exploration of the Yarn in Big Data","display_name":"An Empirical Exploration of the Yarn in Big Data","publication_year":2017,"publication_date":"2017-12-08","ids":{"openalex":"https://openalex.org/W2773567775","doi":"https://doi.org/10.5120/ijais2017451730","mag":"2773567775"},"language":"en","primary_location":{"id":"doi:10.5120/ijais2017451730","doi":"https://doi.org/10.5120/ijais2017451730","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijais2017451730","pdf_url":"https://doi.org/10.5120/ijais2017451730","source":{"id":"https://openalex.org/S2764855025","display_name":"International Journal of Applied Information Systems","issn_l":"2249-085X","issn":["2249-085X","2249-0868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Information Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.5120/ijais2017451730","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010053170","display_name":"Yusuf Perwej","orcid":"https://orcid.org/0000-0001-8377-5829","observed_orcids":["https://orcid.org/0000-0001-8377-5829"]},"institutions":[{"id":"https://openalex.org/I52207611","display_name":"Al Baha University","ror":"https://ror.org/0403jak37","country_code":"SA","type":"education","lineage":["https://openalex.org/I52207611"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yusuf Perwej","raw_affiliation_strings":["Assistant Professor Dept. of Information Technology Al Baha University , Al Baha Kingdom of Saudi Arabia","Dept. of Information Technology Al Baha University, Al Baha Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor Dept. of Information Technology Al Baha University , Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]},{"raw_affiliation_string":"Dept. of Information Technology Al Baha University, Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026618059","display_name":"Bedine Kerim","orcid":"https://orcid.org/0000-0002-0816-3870","observed_orcids":["https://orcid.org/0000-0002-0816-3870"]},"institutions":[{"id":"https://openalex.org/I52207611","display_name":"Al Baha University","ror":"https://ror.org/0403jak37","country_code":"SA","type":"education","lineage":["https://openalex.org/I52207611"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Bedine Kerim","raw_affiliation_strings":["Assistant Professor Dept.of Information Technology Al Baha University , Al Baha Kingdom of Saudi Arabia","Dept.of Information Technology Al Baha University, Al Baha Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor Dept.of Information Technology Al Baha University , Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]},{"raw_affiliation_string":"Dept.of Information Technology Al Baha University, Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045559354","display_name":"Mohmmed S. Adrees","orcid":"https://orcid.org/0000-0002-4296-9907","observed_orcids":["https://orcid.org/0000-0002-4296-9907"]},"institutions":[{"id":"https://openalex.org/I52207611","display_name":"Al Baha University","ror":"https://ror.org/0403jak37","country_code":"SA","type":"education","lineage":["https://openalex.org/I52207611"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohmed Sirelkhtem Adrees","raw_affiliation_strings":["Assistant Professor Dept.of Information System Al Baha University , Al Baha Kingdom of Saudi Arabia","Dept.of Information System Al Baha University, Al Baha Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor Dept.of Information System Al Baha University , Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]},{"raw_affiliation_string":"Dept.of Information System Al Baha University, Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009431495","display_name":"Osama E. Sheta","orcid":"https://orcid.org/0000-0002-9467-9936","observed_orcids":["https://orcid.org/0000-0002-9467-9936"]},"institutions":[{"id":"https://openalex.org/I52207611","display_name":"Al Baha University","ror":"https://ror.org/0403jak37","country_code":"SA","type":"education","lineage":["https://openalex.org/I52207611"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Osama E. Sheta","raw_affiliation_strings":["Assistant Professor Dept.of Information System Al Baha University , Al Baha Kingdom of Saudi Arabia","Dept.of Information System Al Baha University, Al Baha Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor Dept.of Information System Al Baha University , Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]},{"raw_affiliation_string":"Dept.of Information System Al Baha University, Al Baha Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I52207611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52207611"],"apc_list":null,"apc_paid":null,"fwci":1.355,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84688783,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"12","issue":"9","first_page":"19","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"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":0.9980000257492065,"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":0.0007999999797903001,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.000699999975040555,"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/hadoop","display_name":"Hadoop","score":0.9660000205039978},{"id":"https://openalex.org/keywords/big-data-processing","display_name":"big data processing","score":0.7990000247955322},{"id":"https://openalex.org/keywords/mapreduce","display_name":"MapReduce","score":0.8059999942779541},{"id":"https://openalex.org/keywords/resource-management","display_name":"resource management","score":0.7179999947547913},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"distributed computing","score":0.5929999947547913},{"id":"https://openalex.org/keywords/cluster-resource-allocation","display_name":"cluster resource allocation","score":0.43700000643730164},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"unstructured data","score":0.5870000123977661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8508111834526062},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.6530383229255676},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6080284714698792},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.47821280360221863},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4423264265060425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17407694458961487},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.06312856078147888},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.05022561550140381},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5120/ijais2017451730","doi":"https://doi.org/10.5120/ijais2017451730","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijais2017451730","pdf_url":"https://doi.org/10.5120/ijais2017451730","source":{"id":"https://openalex.org/S2764855025","display_name":"International Journal of Applied Information Systems","issn_l":"2249-085X","issn":["2249-085X","2249-0868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5120/ijais2017451730","doi":"https://doi.org/10.5120/ijais2017451730","is_oa":true,"landing_page_url":"https://doi.org/10.5120/ijais2017451730","pdf_url":"https://doi.org/10.5120/ijais2017451730","source":{"id":"https://openalex.org/S2764855025","display_name":"International Journal of Applied Information Systems","issn_l":"2249-085X","issn":["2249-085X","2249-0868"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2773567775.pdf","grobid_xml":"https://content.openalex.org/works/W2773567775.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1567254235","https://openalex.org/W1986419873","https://openalex.org/W2003829707","https://openalex.org/W2071215178","https://openalex.org/W2157954477","https://openalex.org/W2175215140","https://openalex.org/W2220097596","https://openalex.org/W2519154812","https://openalex.org/W2560709564","https://openalex.org/W2609603712","https://openalex.org/W2614964474","https://openalex.org/W2807809832"],"related_works":["https://openalex.org/W2547045534","https://openalex.org/W2274206755","https://openalex.org/W3122181175","https://openalex.org/W7220284202","https://openalex.org/W2580295558","https://openalex.org/W1596606284","https://openalex.org/W2034021873","https://openalex.org/W3162846281","https://openalex.org/W3159335652","https://openalex.org/W2105947650"],"abstract_inverted_index":{"The":[0],"growth":[1],"in":[2,26,29,49,69,75,93,181],"population":[3],"and":[4,56,82,96,146,168,189],"progression":[5],"of":[6,19,21,34,59,78,151,192,194,198],"internet":[7],"services,":[8],"data":[9,22,62,94],"size":[10],"is":[11,72,102,112],"getting":[12],"increased":[13],"day":[14,16],"by":[15,54,108],"where":[17],"105000s":[18],"Trillion":[20],"files":[23],"are":[24,37,180],"there":[25],"cloud":[27],"available":[28],"unstructured":[30],"nature.The":[31],"coming":[32],"times":[33],"Big":[35,45,116],"Data":[36,46],"rapidly":[38],"arriving":[39],"for":[40,114],"just":[41],"about":[42,135,185],"all":[43],"industries.The":[44],"can":[47],"help":[48],"metamorphose":[50],"major":[51],"business":[52],"processes":[53],"advisable":[55],"correct":[57],"analysis":[58],"accessible":[60],"data.Big":[61],"have":[63],"also":[64],"played":[65],"an":[66,79,103],"essential":[67],"role":[68,92],"crime":[70],"discover.Hadoop":[71],"opensource":[73],"software":[74],"the":[76,152,164,177,186,195],"form":[77],"extremely":[80],"scalable":[81],"fault":[83],"tolerant":[84],"distributed":[85],"system":[86],"which":[87],"plays":[88],"a":[89,131,139,182],"very":[90],"remarkable":[91],"storage":[95,119],"its":[97],"processing.The":[98],"Apache":[99,109],"Hadoop":[100,155],"Yarn":[101,137],"open":[104],"source":[105],"framework":[106],"developed":[107],"Software":[110],"Foundation.It":[111],"used":[113],"nursing":[115],"Data.It":[117],"endows":[118],"as":[120,122,138],"well":[121],"processing":[123],"functionality.In":[124],"this":[125],"paper,":[126],"we":[127,179],"aimed":[128],"to":[129,134,143,160,171],"demonstrate":[130],"close":[132],"look":[133],"Yarn.The":[136],"usual":[140],"computing":[141],"fabric":[142],"support":[144],"MapReduce":[145],"another":[147],"application":[148],"instance":[149],"within":[150],"same":[153],"kind":[154],"cluster.Yarn":[156],"allow":[157],"multiple":[158],"applications":[159,170],"run":[161],"simultaneously":[162],"on":[163,175],"coequal":[165],"shared":[166],"cluster":[167],"assent":[169],"negotiate":[172],"resources":[173],"based":[174],"necessity.In":[176],"end,":[178],"nutshell":[183],"discuss":[184],"design,":[187],"development,":[188],"current":[190],"state":[191],"deployment":[193],"next":[196],"generation":[197],"Hadoop's":[199],"computes":[200],"platform":[201],"Yarn.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-12-22T00:00:00"}