{"id":"https://openalex.org/W2497236108","doi":"https://doi.org/10.1109/infocom.2016.7524416","title":"Scheduling with multi-level data locality: Throughput and heavy-traffic optimality","display_name":"Scheduling with multi-level data locality: Throughput and heavy-traffic optimality","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2497236108","doi":"https://doi.org/10.1109/infocom.2016.7524416","mag":"2497236108"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2016.7524416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2016.7524416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications","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/A5008882694","display_name":"Qiaomin Xie","orcid":"https://orcid.org/0000-0003-2834-6866"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qiaomin Xie","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046543057","display_name":"Ali Yekkehkhany","orcid":"https://orcid.org/0000-0001-9130-9668"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Yekkehkhany","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102981342","display_name":"Yi Lu","orcid":"https://orcid.org/0000-0002-6768-7893"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Lu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008882694"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":20.0929,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.99224379,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965999722480774,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/locality","display_name":"Locality","score":0.8975452184677124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7837339639663696},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6550873517990112},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6507284641265869},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5925685167312622},{"id":"https://openalex.org/keywords/locality-of-reference","display_name":"Locality of reference","score":0.5550287365913391},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4616059362888336},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.28982964158058167},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2248592972755432},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.16443702578544617},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11717531085014343}],"concepts":[{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.8975452184677124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7837339639663696},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6550873517990112},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6507284641265869},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5925685167312622},{"id":"https://openalex.org/C27602214","wikidata":"https://www.wikidata.org/wiki/Q1868547","display_name":"Locality of reference","level":3,"score":0.5550287365913391},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4616059362888336},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.28982964158058167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2248592972755432},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.16443702578544617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11717531085014343},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2016.7524416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2016.7524416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1540956271","https://openalex.org/W1579147384","https://openalex.org/W1591180426","https://openalex.org/W1974518363","https://openalex.org/W1995643834","https://openalex.org/W1999102639","https://openalex.org/W2022678927","https://openalex.org/W2026824323","https://openalex.org/W2028076825","https://openalex.org/W2094469165","https://openalex.org/W2096125134","https://openalex.org/W2096893233","https://openalex.org/W2101178023","https://openalex.org/W2139289361","https://openalex.org/W2154442293","https://openalex.org/W2155770202","https://openalex.org/W2159617688","https://openalex.org/W2497236108","https://openalex.org/W3142851257","https://openalex.org/W6634769544","https://openalex.org/W6723718137"],"related_works":["https://openalex.org/W1555349535","https://openalex.org/W2583128298","https://openalex.org/W2053359564","https://openalex.org/W2161159383","https://openalex.org/W1495260638","https://openalex.org/W1511204342","https://openalex.org/W2369125128","https://openalex.org/W2369223577","https://openalex.org/W2010020348","https://openalex.org/W4238138329"],"abstract_inverted_index":{"A":[0],"fundamental":[1],"problem":[2,56],"to":[3,49,119],"all":[4,160],"data-parallel":[5],"applications":[6],"is":[7,12,72,81,97,166],"data":[8,41],"locality.":[9],"An":[10],"example":[11],"map":[13],"task":[14],"scheduling":[15],"in":[16],"the":[17,32,55,116,129,167,177],"MapReduce":[18],"framework.":[19],"Existing":[20],"theoretical":[21],"work":[22],"analyzes":[23],"systems":[24],"with":[25,85,106],"only":[26,100],"two":[27,48,78,107],"levels":[28,37,51,122],"of":[29,34,52,115,132,169,180],"locality,":[30],"despite":[31],"existence":[33],"multiple":[35],"locality":[36,53,79,87,108,121],"within":[38],"and":[39,63,74,149,156],"across":[40],"centers.":[42],"We":[43,110,139,152],"found":[44],"that":[45,112,144,175],"going":[46],"from":[47,128],"three":[50,86,120],"changes":[54],"drastically,":[57],"as":[58],"a":[59,102,141],"tradeoff":[60],"between":[61],"performance":[62],"throughput":[64,73,155],"emerges.":[65],"The":[66,89,163],"recently":[67],"proposed":[68,92],"priority":[69,150],"algorithm,":[70],"which":[71],"heavy-traffic":[75,98,133,157],"optimal":[76,99],"for":[77,101,135,159],"levels,":[80],"not":[82],"even":[83],"throughput-optimal":[84],"levels.":[88,109],"JSQ-MaxWeight":[90,117],"algorithm":[91,118,143],"by":[93],"Wang":[94],"et":[95],"al.":[96],"special":[103],"traffic":[104,137,161],"scenario":[105],"show":[111],"an":[113,170],"extension":[114],"preserves":[123],"its":[124,154],"throughput-optimality,":[125],"but":[126],"suffers":[127],"same":[130],"lack":[131],"optimality":[134,158],"most":[136],"scenarios.":[138,162],"propose":[140],"novel":[142],"uses":[145],"Weighted-Workload":[146],"(WW)":[147],"routing":[148],"service.":[151],"establish":[153],"main":[164],"challenge":[165],"construction":[168],"appropriate":[171],"ideal":[172],"load":[173],"decomposition":[174],"allows":[176],"separate":[178],"treatment":[179],"different":[181],"subsystems.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}