{"id":"https://openalex.org/W2158876212","doi":"https://doi.org/10.1109/cluster.2013.6702631","title":"Dynamic slot allocation technique for MapReduce clusters","display_name":"Dynamic slot allocation technique for MapReduce clusters","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2158876212","doi":"https://doi.org/10.1109/cluster.2013.6702631","mag":"2158876212"},"language":"en","primary_location":{"id":"doi:10.1109/cluster.2013.6702631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cluster.2013.6702631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Cluster Computing (CLUSTER)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010031092","display_name":"Shanjiang Tang","orcid":"https://orcid.org/0000-0001-9533-9899"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shanjiang Tang","raw_affiliation_strings":["School of Computer Science & Technology, Nanyang Technological University, Singapore","School of Computer Science&Technology, Nanyang Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Technology, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science&Technology, Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062087243","display_name":"Bu\u2010Sung Lee","orcid":"https://orcid.org/0000-0001-7828-7900"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bu-Sung Lee","raw_affiliation_strings":["School of Computer Science & Technology, Nanyang Technological University, Singapore","School of Computer Science&Technology, Nanyang Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Technology, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science&Technology, Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["School of Computer Science & Technology, Nanyang Technological University, Singapore","School of Computer Science&Technology, Nanyang Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Technology, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science&Technology, Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T11478","display_name":"Caching and Content Delivery","score":0.9948999881744385,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9941999912261963,"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/computer-science","display_name":"Computer science","score":0.7139606475830078},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37593334913253784},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3694685995578766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7139606475830078},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37593334913253784},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3694685995578766}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cluster.2013.6702631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cluster.2013.6702631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Cluster Computing (CLUSTER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W185167974","https://openalex.org/W1486629305","https://openalex.org/W1834532152","https://openalex.org/W1968160647","https://openalex.org/W1978150957","https://openalex.org/W2010279913","https://openalex.org/W2048898205","https://openalex.org/W2116760323","https://openalex.org/W2120755171","https://openalex.org/W2126547925","https://openalex.org/W2129055634","https://openalex.org/W2136659887","https://openalex.org/W2169413177","https://openalex.org/W2173213060","https://openalex.org/W2294316975","https://openalex.org/W2912802084","https://openalex.org/W6607490822","https://openalex.org/W6628984108","https://openalex.org/W6639007902","https://openalex.org/W6677710632","https://openalex.org/W6758383543"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"MapReduce":[0,54],"is":[1,28],"a":[2,52,122],"popular":[3],"parallel":[4],"computing":[5],"paradigm":[6],"for":[7,92,121,129],"large-scale":[8],"data":[9,14],"processing":[10],"in":[11,51],"clusters":[12],"and":[13,38,41,100,125],"centers.":[15],"However,":[16],"the":[17,32,42,108,113,134],"slot":[18],"utilization":[19],"can":[20,111],"be":[21,66],"low,":[22],"especially":[23],"when":[24],"Hadoop":[25,88],"Fair":[26,89],"Scheduler":[27,90],"used,":[29],"due":[30],"to":[31,62,65,69],"pre-allocation":[33],"of":[34,86,96],"slots":[35,64],"among":[36],"map":[37,45,71],"reduce":[39,49,73],"tasks,":[40],"order":[43],"that":[44,107],"tasks":[46,50,74],"followed":[47],"by":[48],"typical":[53],"environment.":[55],"To":[56],"address":[57],"this":[58],"problem,":[59],"we":[60,81],"propose":[61],"allow":[63],"dynamically":[67],"(re)allocated":[68],"either":[70],"or":[72],"depending":[75],"on":[76],"their":[77],"actual":[78],"requirement.":[79],"Specifically,":[80],"have":[82],"proposed":[83,109],"two":[84,93],"types":[85],"Dynamic":[87],"(DHFS),":[91],"different":[94],"levels":[95],"fairness":[97],"(i.e.,":[98],"cluster":[99],"pool":[101],"level).":[102],"The":[103],"experimental":[104],"results":[105],"show":[106],"DHFS":[110],"improve":[112],"system":[114],"performance":[115],"significantly":[116],"(by":[117],"32%":[118],"~":[119,127],"55%":[120],"single":[123],"job":[124],"44%":[126],"68%":[128],"multiple":[130],"jobs)":[131],"while":[132],"guaranteeing":[133],"fairness.":[135]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}