{"id":"https://openalex.org/W2612292411","doi":"https://doi.org/10.1109/tcc.2017.2702661","title":"Cost-Efficient Tasks and Data Co-Scheduling with AffordHadoop","display_name":"Cost-Efficient Tasks and Data Co-Scheduling with AffordHadoop","publication_year":2017,"publication_date":"2017-05-12","ids":{"openalex":"https://openalex.org/W2612292411","doi":"https://doi.org/10.1109/tcc.2017.2702661","mag":"2612292411"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2017.2702661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2017.2702661","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-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/A5086967516","display_name":"Moussa Ehsan","orcid":"https://orcid.org/0000-0002-0016-8343"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moussa Ehsan","raw_affiliation_strings":["Computer Science, Stony Brook University, Stony Brook, NY"],"raw_orcid":"https://orcid.org/0000-0002-0016-8343","affiliations":[{"raw_affiliation_string":"Computer Science, Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019242622","display_name":"Karthiek Chandrasekaran","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthiek Chandrasekaran","raw_affiliation_strings":["Computer Science, Stony Brook University, Stony Brook, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394256","display_name":"Yao Chen","orcid":"https://orcid.org/0000-0002-5798-2282"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Chen","raw_affiliation_strings":["Computer Science, Stony Brook University, Stony Brook, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032541561","display_name":"Radu Sion","orcid":"https://orcid.org/0000-0002-1237-8276"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radu Sion","raw_affiliation_strings":["Computer Science, Stony Brook University, Stony Brook, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":2.4801,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91205757,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"3","first_page":"719","last_page":"732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965000152587891,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9959999918937683,"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":0.8389845490455627},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6951412558555603},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6258941888809204},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6244272589683533},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5432729125022888},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.45983049273490906},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4573904275894165},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"Cost reduction","score":0.4439373016357422},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38023585081100464},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.166974276304245},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14592468738555908},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10674256086349487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389845490455627},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6951412558555603},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6258941888809204},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6244272589683533},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5432729125022888},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.45983049273490906},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4573904275894165},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.4439373016357422},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38023585081100464},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.166974276304245},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14592468738555908},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10674256086349487},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2017.2702661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2017.2702661","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G2256632108","display_name":null,"funder_award_id":"1526102","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G624476617","display_name":null,"funder_award_id":"1526707","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G7012113603","display_name":null,"funder_award_id":"1318572","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G7251350500","display_name":null,"funder_award_id":"1161541","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1488816660","https://openalex.org/W1580962279","https://openalex.org/W1746258828","https://openalex.org/W1750643891","https://openalex.org/W1861377444","https://openalex.org/W1900515362","https://openalex.org/W1963547452","https://openalex.org/W1971394347","https://openalex.org/W1977545325","https://openalex.org/W1979113808","https://openalex.org/W1985419898","https://openalex.org/W1997697235","https://openalex.org/W2004847532","https://openalex.org/W2015373059","https://openalex.org/W2022678927","https://openalex.org/W2096125134","https://openalex.org/W2106215323","https://openalex.org/W2107001003","https://openalex.org/W2110104287","https://openalex.org/W2112255067","https://openalex.org/W2118436132","https://openalex.org/W2122465391","https://openalex.org/W2122967269","https://openalex.org/W2127470768","https://openalex.org/W2137270136","https://openalex.org/W2141563029","https://openalex.org/W2167358697","https://openalex.org/W2189465200","https://openalex.org/W2294316975","https://openalex.org/W2521597241","https://openalex.org/W2526211369","https://openalex.org/W2572234696","https://openalex.org/W2576355797","https://openalex.org/W4213255380","https://openalex.org/W4249012966","https://openalex.org/W6637806892","https://openalex.org/W6637859451","https://openalex.org/W6639193275","https://openalex.org/W6639841889","https://openalex.org/W6676421412","https://openalex.org/W6687322159","https://openalex.org/W6697505614","https://openalex.org/W6727321242","https://openalex.org/W6727889639","https://openalex.org/W6731982058","https://openalex.org/W6732337852"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W3204654320"],"abstract_inverted_index":{"With":[0],"today's":[1],"massive":[2],"jobs":[3,33,69],"spanning":[4],"thousands":[5],"of":[6,63,124,135],"tasks":[7,52],"each,":[8],"cost-optimality":[9],"has":[10],"become":[11],"more":[12,24],"important":[13],"than":[14,28],"ever.":[15],"Modern":[16],"distributed":[17],"data":[18,50],"processing":[19],"paradigms":[20],"can":[21,45,129],"be":[22,47],"significantly":[23],"sensitive":[25],"to":[26,93,108,132,142],"cost":[27],"makespan,":[29],"especially":[30],"for":[31,66,117],"long":[32],"deployed":[34],"in":[35,70,83,149],"commercial":[36],"clouds.":[37],"This":[38],"paper":[39],"posits":[40],"that":[41,77],"minimized":[42],"dollar":[43,138],"costs":[44,139],"not":[46],"achieved":[48],"unless":[49],"and":[51,106,145],"are":[53],"scheduled":[54],"simultaneously.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"introduce":[60],"the":[61,79,95,136,151],"problem":[62,80,88,96],"cost-efficient":[64],"co-scheduling":[65],"highly":[67],"data-intensive":[68],"cloud,":[71],"such":[72,125],"as":[73,121],"MapReduce.":[74],"We":[75,91],"show":[76],"while":[78],"is":[81,89,119],"polynomial":[82],"some":[84],"cases,":[85],"its":[86],"general":[87],"NP-Hard.":[90],"propose":[92],"tackle":[94],"by":[97],"using":[98],"integer":[99],"programming":[100],"techniques":[101],"coupled":[102],"with":[103],"heuristic":[104],"reduction":[105],"optimization":[107],"enable":[109],"a":[110,114,126],"near-realtime":[111],"solution.":[112],"AffordHadoop,":[113],"pluggable":[115],"co-scheduler":[116],"Hadoop,":[118],"implemented":[120],"an":[122],"example":[123],"co-scheduler.":[127],"AffordHadoop":[128],"save":[130],"up":[131],"48":[133],"percent":[134],"overall":[137],"when":[140],"compared":[141],"existing":[143],"schedulers":[144],"provides":[146],"significant":[147],"flexibility":[148],"fine-tuning":[150],"cost-performance":[152],"tradeoff.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}