{"id":"https://openalex.org/W2949718648","doi":"https://doi.org/10.1109/tnet.2019.2918341","title":"An Adaptive Online Scheme for Scheduling and Resource Enforcement in Storm","display_name":"An Adaptive Online Scheme for Scheduling and Resource Enforcement in Storm","publication_year":2019,"publication_date":"2019-06-10","ids":{"openalex":"https://openalex.org/W2949718648","doi":"https://doi.org/10.1109/tnet.2019.2918341","mag":"2949718648"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2019.2918341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2019.2918341","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5102837899","display_name":"Shengchao Liu","orcid":"https://orcid.org/0000-0003-4763-5196"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengchao Liu","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020308704","display_name":"Jianping Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Weng","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075088248","display_name":"Jessie Hui Wang","orcid":"https://orcid.org/0000-0002-7825-4137"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jessie Hui Wang","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102860856","display_name":"Changqing An","orcid":"https://orcid.org/0000-0002-2299-0135"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changqing An","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029669009","display_name":"Yipeng Zhou","orcid":"https://orcid.org/0000-0003-1533-0865"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yipeng Zhou","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100660344","display_name":"Jilong Wang","orcid":"https://orcid.org/0000-0002-4493-5145"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jilong Wang","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102837899"],"corresponding_institution_ids":["https://openalex.org/I4210156423"],"apc_list":null,"apc_paid":null,"fwci":3.3915,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93433427,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"4","first_page":"1373","last_page":"1386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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":0.9988999962806702,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9904999732971191,"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":0.8387047052383423},{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.7129167914390564},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6642470955848694},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6336597800254822},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4653189182281494},{"id":"https://openalex.org/keywords/stateless-protocol","display_name":"Stateless protocol","score":0.4601806402206421},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.43893176317214966},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39786601066589355},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2523532807826996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14418745040893555},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.13309434056282043},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12687596678733826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8387047052383423},{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.7129167914390564},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6642470955848694},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6336597800254822},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4653189182281494},{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.4601806402206421},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.43893176317214966},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39786601066589355},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2523532807826996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14418745040893555},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.13309434056282043},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12687596678733826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2019.2918341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2019.2918341","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3667409424","display_name":null,"funder_award_id":"2016YFB0801302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6110916811","display_name":null,"funder_award_id":"61202356","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1802446604","https://openalex.org/W1831560769","https://openalex.org/W1968999661","https://openalex.org/W1970922436","https://openalex.org/W2001757020","https://openalex.org/W2003272624","https://openalex.org/W2010573139","https://openalex.org/W2027583975","https://openalex.org/W2040797713","https://openalex.org/W2071620504","https://openalex.org/W2071965227","https://openalex.org/W2115503987","https://openalex.org/W2117823778","https://openalex.org/W2119745055","https://openalex.org/W2131166445","https://openalex.org/W2147544162","https://openalex.org/W2156896988","https://openalex.org/W2192361279","https://openalex.org/W2252170720","https://openalex.org/W2398660820","https://openalex.org/W2412433130","https://openalex.org/W2413347707","https://openalex.org/W2420682244","https://openalex.org/W2434290318","https://openalex.org/W2484996141","https://openalex.org/W2519162659","https://openalex.org/W2592286282","https://openalex.org/W2612481412","https://openalex.org/W2625082428","https://openalex.org/W2735348554","https://openalex.org/W2750869107","https://openalex.org/W2751171528","https://openalex.org/W2753762911","https://openalex.org/W2763178614","https://openalex.org/W2769458113","https://openalex.org/W2771446712","https://openalex.org/W2789606406","https://openalex.org/W2803443244","https://openalex.org/W2809682384","https://openalex.org/W2963852054","https://openalex.org/W3099113074","https://openalex.org/W6653240510","https://openalex.org/W6677231548","https://openalex.org/W6679434643","https://openalex.org/W6681890664"],"related_works":["https://openalex.org/W2035312053","https://openalex.org/W2908539414","https://openalex.org/W112987992","https://openalex.org/W4400727979","https://openalex.org/W4246017188","https://openalex.org/W17249245","https://openalex.org/W4399010298","https://openalex.org/W2234619324","https://openalex.org/W4298846198","https://openalex.org/W358240276"],"abstract_inverted_index":{"As":[0],"more":[1,3],"and":[2,47,147,163,168],"applications":[4],"need":[5],"to":[6,53,62,71,80],"analyze":[7],"unbounded":[8],"data":[9,15],"streams":[10],"in":[11,67,172],"a":[12,64,68],"real-time":[13,69],"manner,":[14],"stream":[16],"processing":[17],"platforms,":[18],"such":[19],"as":[20],"Storm,":[21,167],"have":[22],"drawn":[23],"the":[24,30,73,82,91,102,110,118,130,149,181],"attention":[25],"of":[26,58,84,94,125],"many":[27,37],"researchers,":[28],"especially":[29],"scheduling":[31,136,161],"problem.":[32],"However,":[33],"there":[34],"are":[35],"still":[36],"challenges":[38,57],"unnoticed":[39],"or":[40],"unsolved.":[41],"In":[42,138],"this":[43,139],"paper,":[44,140],"we":[45,141],"propose":[46],"implement":[48,159],"an":[49,134],"adaptive":[50],"online":[51],"scheme":[52,162,176],"solve":[54],"three":[55],"important":[56],"scheduling.":[59],"First,":[60],"how":[61,79],"make":[63],"scaling":[65],"decision":[66],"manner":[70],"handle":[72],"fluctuant":[74],"load":[75],"without":[76],"congestion?":[77],"Second,":[78],"minimize":[81],"number":[83],"affected":[85],"workers":[86],"during":[87],"rescheduling":[88],"while":[89],"satisfying":[90],"resource":[92,126,143,154],"demand":[93],"each":[95],"instance?":[96],"We":[97,158],"also":[98],"point":[99],"out":[100],"that":[101],"stateful":[103],"instances":[104],"should":[105],"not":[106],"be":[107,122],"placed":[108],"on":[109],"same":[111],"worker":[112],"with":[113],"stateless":[114],"instances.":[115],"Third,":[116],"currently,":[117],"application":[119],"performance":[120,150,179],"cannot":[121],"guaranteed":[123],"because":[124],"contention":[127,155],"even":[128],"if":[129],"computation":[131],"platform":[132],"implements":[133],"optimal":[135],"algorithm.":[137],"realize":[142],"isolation":[144],"using":[145],"Cgroup,":[146],"then":[148],"interference":[151],"caused":[152],"by":[153],"is":[156],"mitigated.":[157],"our":[160,169,175],"plug":[164],"it":[165],"into":[166],"experiments":[170],"demonstrate":[171],"some":[173],"respects":[174],"achieves":[177],"better":[178],"than":[180],"state-of-the-art":[182],"solutions.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}