{"id":"https://openalex.org/W2098151403","doi":"https://doi.org/10.1145/1651263.1651268","title":"Packing the most onto your cloud","display_name":"Packing the most onto your cloud","publication_year":2009,"publication_date":"2009-11-02","ids":{"openalex":"https://openalex.org/W2098151403","doi":"https://doi.org/10.1145/1651263.1651268","mag":"2098151403"},"language":"en","primary_location":{"id":"doi:10.1145/1651263.1651268","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1651263.1651268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first international workshop on Cloud data management","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/A5000416532","display_name":"Ashraf Aboulnaga","orcid":"https://orcid.org/0000-0001-6693-7099"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ashraf Aboulnaga","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420933","display_name":"Ziyu Wang","orcid":"https://orcid.org/0009-0009-3465-0806"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ziyu Wang","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043942028","display_name":"Zi Ye Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zi Ye Zhang","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000416532"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":6.2104,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.96424948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"28"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9954000115394592,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9943000078201294,"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":0.8505516052246094},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.7535262107849121},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6882824301719666},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6821297407150269},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6553411483764648},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6109101176261902},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5693939328193665},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5358200669288635},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4972069561481476},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4201525151729584},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3843157887458801},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28110817074775696},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20162618160247803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505516052246094},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.7535262107849121},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6882824301719666},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6821297407150269},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6553411483764648},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6109101176261902},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5693939328193665},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5358200669288635},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4972069561481476},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4201525151729584},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3843157887458801},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28110817074775696},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20162618160247803},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":2,"locations":[{"id":"doi:10.1145/1651263.1651268","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1651263.1651268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the first international workshop on Cloud data management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.157.3787","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.3787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uwaterloo.ca/~ashraf/pubs/clouddb09sched.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W148552177","https://openalex.org/W1861377444","https://openalex.org/W2112474496","https://openalex.org/W2132399973"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W2998381397","https://openalex.org/W2139982839","https://openalex.org/W1984267569","https://openalex.org/W2092966558","https://openalex.org/W1956651153","https://openalex.org/W2347561926","https://openalex.org/W2327547880","https://openalex.org/W3153517983","https://openalex.org/W210339300"],"abstract_inverted_index":{"Parallel":[0],"dataflow":[1],"programming":[2],"frameworks":[3],"such":[4],"as":[5,96,102,129],"Map-Reduce":[6,46,119,143],"are":[7],"increasingly":[8],"being":[9],"used":[10],"for":[11],"large":[12],"scale":[13],"data":[14],"analysis":[15],"on":[16,48,81,99],"computing":[17],"clouds.":[18],"It":[19],"is":[20,127],"therefore":[21],"becoming":[22],"important":[23],"to":[24,86,88,94,148,155],"automatically":[25],"optimize":[26],"the":[27,69,74,82,100,103,118,139,146],"performance":[28],"of":[29,45,51,73,76,84,112],"these":[30],"frameworks.":[31],"In":[32],"this":[33,149],"paper,":[34],"we":[35,116,135],"deal":[36],"with":[37],"one":[38],"particular":[39],"optimization":[40,132],"problem,":[41,133],"namely":[42],"scheduling":[43,125],"sets":[44],"jobs":[47,98,113,120],"a":[49,55,65,130],"cluster":[50],"machines.":[52,123],"We":[53],"present":[54],"scheduler":[56,79],"that":[57,67,145],"takes":[58],"job":[59],"characteristics":[60],"into":[61],"account":[62],"and":[63,91,134],"finds":[64],"schedule":[66],"minimizes":[68],"total":[70],"completion":[71],"time":[72],"set":[75],"jobs.":[77],"Our":[78,124],"decides":[80],"number":[83],"machines":[85,101],"assign":[87],"each":[89],"job,":[90],"it":[92],"tries":[93],"pack":[95],"many":[97],"machine":[104],"resources":[105],"can":[106],"support.":[107],"To":[108],"enable":[109],"flexible":[110],"assignment":[111],"onto":[114],"machines,":[115],"run":[117],"in":[121,152],"virtual":[122],"problem":[126,150],"formulated":[128],"constrained":[131],"experimentally":[136],"demonstrate":[137],"using":[138],"Hadoop":[140],"open":[141],"source":[142],"implementation":[144],"solution":[147],"results":[151],"benefits":[153],"up":[154],"30%.":[156]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
