{"id":"https://openalex.org/W2963305151","doi":"https://doi.org/10.1145/3337821.3337870","title":"A Network-aware and Partition-based Resource Management Scheme for Data Stream Processing","display_name":"A Network-aware and Partition-based Resource Management Scheme for Data Stream Processing","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2963305151","doi":"https://doi.org/10.1145/3337821.3337870","mag":"2963305151"},"language":"en","primary_location":{"id":"doi:10.1145/3337821.3337870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3337821.3337870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International Conference on Parallel Processing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_Network-aware_and_Partition-based_Resource_Management_Scheme_for_Data_Stream_Processing/27404175","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100604310","display_name":"Yidan Wang","orcid":"https://orcid.org/0000-0002-9108-1285"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Yidan Wang","raw_affiliation_strings":["RMIT University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University","institution_ids":["https://openalex.org/I4210095297","https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054836950","display_name":"Zahir Tari","orcid":"https://orcid.org/0000-0002-1235-9673"},"institutions":[{"id":"https://openalex.org/I4210095297","display_name":"MIT University","ror":"https://ror.org/00v140q16","country_code":"MK","type":"education","lineage":["https://openalex.org/I4210095297"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU","MK"],"is_corresponding":false,"raw_author_name":"Zahir Tari","raw_affiliation_strings":["RMIT University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University","institution_ids":["https://openalex.org/I4210095297","https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102486974","display_name":"Xiaoran Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaoran Huang","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["The University of Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sydney","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7914565801620483},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.7294666767120361},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.6525039672851562},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6341533660888672},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5085104703903198},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39695248007774353},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3295939862728119},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08748733997344971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914565801620483},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.7294666767120361},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.6525039672851562},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6341533660888672},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5085104703903198},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39695248007774353},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3295939862728119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08748733997344971},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3337821.3337870","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3337821.3337870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International Conference on Parallel Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/27404175","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_Network-aware_and_Partition-based_Resource_Management_Scheme_for_Data_Stream_Processing/27404175","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27404175","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_Network-aware_and_Partition-based_Resource_Management_Scheme_for_Data_Stream_Processing/27404175","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W605455085","https://openalex.org/W1529708367","https://openalex.org/W1549625677","https://openalex.org/W1579308114","https://openalex.org/W1968999661","https://openalex.org/W1973026225","https://openalex.org/W1973630995","https://openalex.org/W2017203676","https://openalex.org/W2023478510","https://openalex.org/W2040263621","https://openalex.org/W2040797713","https://openalex.org/W2067136672","https://openalex.org/W2070232376","https://openalex.org/W2071965227","https://openalex.org/W2122967269","https://openalex.org/W2148222209","https://openalex.org/W2164096563","https://openalex.org/W2167472124","https://openalex.org/W2169070268","https://openalex.org/W2252170720","https://openalex.org/W2484996141","https://openalex.org/W2575213793","https://openalex.org/W2612481412","https://openalex.org/W2886211991","https://openalex.org/W2886490431","https://openalex.org/W3009233884","https://openalex.org/W3104001151","https://openalex.org/W4233762723","https://openalex.org/W4248150819"],"related_works":["https://openalex.org/W2356889451","https://openalex.org/W1920964303","https://openalex.org/W2152433827","https://openalex.org/W1485627940","https://openalex.org/W2061145044","https://openalex.org/W1568263432","https://openalex.org/W2123218859","https://openalex.org/W22997922","https://openalex.org/W1494335708","https://openalex.org/W2503699511"],"abstract_inverted_index":{"With":[0],"the":[1,34,43,70,88,95,101,105,109,126,136,143,146,166,173,193,206,209],"increasing":[2],"demand":[3,90],"for":[4,13,122,177,187],"data-driven":[5],"decision":[6],"making,":[7],"there":[8],"is":[9,52],"an":[10],"urgent":[11],"need":[12],"processing":[14,31,112,175,202],"geographically":[15],"distributed":[16],"data":[17,75],"streams":[18],"in":[19,77,148],"real-time.":[20],"The":[21,80,181,197],"existing":[22],"scheduling":[23],"and":[24,39,48,62,74,94,131,142,150,159],"resource":[25,64,132,151],"management":[26,65],"schemes":[27],"efficiently":[28],"optimize":[29],"stream":[30,78,174],"performance":[32,203],"with":[33,69,108],"awareness":[35],"of":[36,91,125,201,208],"resource,":[37],"quality-of-service,":[38],"network":[40,46,72,127],"traffic.":[41,196],"However,":[42],"correlation":[44],"between":[45],"delay":[47],"inter-operator":[49,96],"communication":[50,76,97],"pattern":[51],"not":[53],"well-understood.":[54],"In":[55],"this":[56],"study,":[57],"we":[58,116],"propose":[59],"a":[60,118,156,161,188],"network-aware":[61],"partition-based":[63],"scheme":[66],"to":[67,104,171,192],"deal":[68],"ever-changing":[71],"condition":[73],"processing.":[79],"proposed":[81,137,167,210],"approach":[82,138,168],"applies":[83],"operator":[84],"fusion":[85],"by":[86,165],"considering":[87],"computational":[89],"individual":[92],"operators":[93,103],"patterns.":[98],"It":[99],"maps":[100],"fused":[102],"clustered":[106],"hosts":[107],"weighted":[110],"shortest":[111],"time":[113,186],"heuristic.":[114],"Meanwhile,":[115],"established":[117],"3-dimensional":[119],"coordinate":[120],"system":[121,163],"prompt":[123],"reflection":[124],"condition,":[128],"real-time":[129],"traffic,":[130],"availability.":[133],"We":[134,153],"evaluated":[135],"against":[139],"two":[140],"benchmarks,":[141],"results":[144,200],"demonstrate":[145],"efficiency":[147,207],"throughput":[149],"utilization.":[152],"also":[154],"conducted":[155],"case":[157],"study":[158],"implemented":[160],"prototype":[162,182],"supported":[164],"that":[169],"aims":[170],"utilize":[172],"paradigm":[176],"pedestrian":[178],"behavior":[179],"analysis.":[180],"application":[183],"estimates":[184],"walking":[185],"given":[189],"path":[190],"according":[191],"real":[194],"crowd":[195],"promising":[198],"evaluation":[199],"further":[204],"illustrate":[205],"approach.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}