{"id":"https://openalex.org/W2166650912","doi":"https://doi.org/10.1145/2668930.2688058","title":"A Constraint Programming Based Hadoop Scheduler for Handling MapReduce Jobs with Deadlines on Clouds","display_name":"A Constraint Programming Based Hadoop Scheduler for Handling MapReduce Jobs with Deadlines on Clouds","publication_year":2015,"publication_date":"2015-01-12","ids":{"openalex":"https://openalex.org/W2166650912","doi":"https://doi.org/10.1145/2668930.2688058","mag":"2166650912"},"language":"en","primary_location":{"id":"doi:10.1145/2668930.2688058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2668930.2688058","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 ACM/SPEC International Conference on Performance Engineering","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/A5102987528","display_name":"Norman Lim","orcid":"https://orcid.org/0000-0003-2467-0685"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Norman Lim","raw_affiliation_strings":["Carleton University, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102729962","display_name":"Shikharesh Majumdar","orcid":"https://orcid.org/0000-0002-2141-6844"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shikharesh Majumdar","raw_affiliation_strings":["Carleton University, Ottawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030945227","display_name":"Peter Ashwood-Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Ashwood-Smith","raw_affiliation_strings":["Huawei, Kanata, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei, Kanata, ON, Canada","institution_ids":["https://openalex.org/I4210115038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6065,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91019674,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T11106","display_name":"Data Management and Algorithms","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8986890912055969},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6264623403549194},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5704159140586853},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5595645904541016},{"id":"https://openalex.org/keywords/network-scheduler","display_name":"Network scheduler","score":0.4883255660533905},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4646225869655609},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.456656813621521},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.45467740297317505},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.4302586317062378},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4191082715988159},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.35599154233932495},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32408997416496277},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13406819105148315},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10253745317459106},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.0980398952960968},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07719537615776062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8986890912055969},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6264623403549194},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5704159140586853},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5595645904541016},{"id":"https://openalex.org/C163099246","wikidata":"https://www.wikidata.org/wiki/Q1978975","display_name":"Network scheduler","level":5,"score":0.4883255660533905},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4646225869655609},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.456656813621521},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.45467740297317505},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.4302586317062378},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4191082715988159},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.35599154233932495},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32408997416496277},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13406819105148315},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10253745317459106},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0980398952960968},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07719537615776062},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C180026317","wikidata":"https://www.wikidata.org/wiki/Q5000645","display_name":"Burst switching","level":4,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2668930.2688058","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2668930.2688058","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 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W181821166","https://openalex.org/W1598064945","https://openalex.org/W1970899592","https://openalex.org/W2003829707","https://openalex.org/W2032976473","https://openalex.org/W2045635963","https://openalex.org/W2057063820","https://openalex.org/W2121382795","https://openalex.org/W2122465391","https://openalex.org/W2146449088","https://openalex.org/W2148453719","https://openalex.org/W2150207209","https://openalex.org/W2170632351","https://openalex.org/W2545790609","https://openalex.org/W2995564009"],"related_works":["https://openalex.org/W4243324743","https://openalex.org/W2124842464","https://openalex.org/W2734885941","https://openalex.org/W2107072074","https://openalex.org/W2734431165","https://openalex.org/W2314685986","https://openalex.org/W2949190809","https://openalex.org/W1823909182","https://openalex.org/W2008001558","https://openalex.org/W1603731243"],"abstract_inverted_index":{"A":[0,92],"novel":[1],"MapReduce":[2,14,42,161],"constraint":[3],"programming":[4,43],"based":[5],"matchmaking":[6],"and":[7,18,77,85,118],"scheduling":[8],"algorithm":[9,27],"(MRCP)":[10],"that":[11,80],"can":[12],"handle":[13,156],"jobs":[15,162],"with":[16,59,128,163],"deadlines":[17,164],"achieve":[19],"high":[20,71],"system":[21,116],"performance":[22,94,124],"is":[23,28,33,99,125,137],"devised.":[24],"The":[25,145],"MRCP":[26],"incorporated":[29],"into":[30,115],"Hadoop,":[31],"which":[32,136],"a":[34,46,166],"widely":[35],"used":[36],"open":[37,158],"source":[38],"implementation":[39],"of":[40,66,96,151,160],"the":[41,50,56,64,78,87,97,106,122,149,152],"model,":[44],"as":[45,109,111],"new":[47],"scheduler":[48],"called":[49],"CP-Scheduler.":[51],"This":[52],"paper":[53],"originates":[54],"from":[55],"collaborative":[57],"research":[58],"our":[60,75],"industrial":[61],"partner":[62],"concerning":[63],"engineering":[65],"resource":[67],"management":[68],"middleware":[69],"for":[70],"performance.":[72,119],"It":[73],"describes":[74],"experiences":[76],"challenges":[79],"we":[81],"encountered":[82],"in":[83,165],"designing":[84],"implementing":[86],"prototype":[88],"CP-based":[89],"Hadoop":[90,134,167],"scheduler.":[91,144],"detailed":[93],"evaluation":[95],"CP-Scheduler":[98],"conducted":[100],"on":[101],"Amazon":[102],"EC2":[103],"to":[104,112,155],"determine":[105],"CP-Scheduler's":[107,123,153],"effectiveness":[108,150],"well":[110],"obtain":[113],"insights":[114],"behaviour":[117],"In":[120],"addition,":[121],"also":[126],"compared":[127],"an":[129,157],"earliest":[130],"deadline":[131],"first":[132],"(EDF)":[133],"scheduler,":[135],"implemented":[138],"by":[139],"extending":[140],"Hadoop's":[141],"default":[142],"FIFO":[143],"experimental":[146],"results":[147],"demonstrate":[148],"ability":[154],"stream":[159],"cluster.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}