{"id":"https://openalex.org/W4381744364","doi":"https://doi.org/10.1109/cscwd57460.2023.10152559","title":"Who Gets in the Way of Parallelism? Analysis and Optimization of the Parallel Processing Bottleneck of SDN Flow Rules in ONOS","display_name":"Who Gets in the Way of Parallelism? Analysis and Optimization of the Parallel Processing Bottleneck of SDN Flow Rules in ONOS","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744364","doi":"https://doi.org/10.1109/cscwd57460.2023.10152559"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5024162917","display_name":"Zixuan Ma","orcid":"https://orcid.org/0000-0002-1840-8907"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zixuan Ma","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104133798","display_name":"Yuqi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqi Zhang","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086280658","display_name":"Ruibang You","orcid":"https://orcid.org/0000-0002-9077-0687"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruibang You","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092244469","display_name":"Chen Li","orcid":"https://orcid.org/0009-0002-2759-8359"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Li","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Information Engineering,Beijing,China,100085","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024162917"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.2012,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47405423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1808","last_page":"1813"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9943000078201294,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9930999875068665,"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/bottleneck","display_name":"Bottleneck","score":0.9073784351348877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8628438711166382},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.5816774368286133},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.49687960743904114},{"id":"https://openalex.org/keywords/data-flow-diagram","display_name":"Data flow diagram","score":0.49683716893196106},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48842373490333557},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4736900329589844},{"id":"https://openalex.org/keywords/openflow","display_name":"OpenFlow","score":0.46771425008773804},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.44574064016342163},{"id":"https://openalex.org/keywords/forwarding-plane","display_name":"Forwarding plane","score":0.43363410234451294},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4288380742073059},{"id":"https://openalex.org/keywords/control-flow","display_name":"Control flow","score":0.4236328899860382},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35644209384918213},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.26082220673561096},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1690186858177185},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1671655774116516},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1216079592704773},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11708453297615051},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10271415114402771}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.9073784351348877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8628438711166382},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.5816774368286133},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.49687960743904114},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.49683716893196106},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48842373490333557},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4736900329589844},{"id":"https://openalex.org/C192697461","wikidata":"https://www.wikidata.org/wiki/Q4045918","display_name":"OpenFlow","level":3,"score":0.46771425008773804},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.44574064016342163},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.43363410234451294},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4288380742073059},{"id":"https://openalex.org/C160191386","wikidata":"https://www.wikidata.org/wiki/Q868299","display_name":"Control flow","level":2,"score":0.4236328899860382},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35644209384918213},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.26082220673561096},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1690186858177185},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1671655774116516},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1216079592704773},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11708453297615051},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10271415114402771},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2051935741","https://openalex.org/W1989064996","https://openalex.org/W2926903444","https://openalex.org/W2738801488","https://openalex.org/W4211055425","https://openalex.org/W85890223","https://openalex.org/W4243609393","https://openalex.org/W2901563743","https://openalex.org/W2560450376","https://openalex.org/W1972849324"],"abstract_inverted_index":{"Software-Defined":[0],"Networking":[1],"(SDN)":[2],"decouples":[3],"the":[4,8,18,24,28,35,39,43,50,54,64,70,74,77,91,94,106,114,128,148,163,173,181],"data":[5,36,71],"plane":[6,37,56],"from":[7,117],"control":[9,13,40,55],"plane,":[10,41],"enabling":[11],"centralized":[12],"and":[14,33,42,68,130,138,150,166],"open":[15],"programmability":[16],"of":[17,46,49,66,80,85,93,109,176],"network.":[19],"OpenFlow":[20],"flow":[21,47,81,110,177],"rules":[22,48,82,111,178],"are":[23],"key":[25],"carrier":[26],"for":[27],"SDN":[29,51,97],"application":[30],"to":[31,119,146,180],"configure":[32],"manage":[34],"through":[38,134],"processing":[44,78,108,174],"efficiency":[45,79,175],"controller":[52,75,98],"in":[53,90,105,123,153,172],"is":[57],"critical":[58],"as":[59],"it":[60,152],"will":[61],"directly":[62],"impact":[63],"instantaneity":[65],"configuring":[67],"managing":[69],"plane.":[72],"Currently,":[73],"increases":[76],"by":[83],"means":[84],"multi-threaded":[86],"parallel":[87,107,143],"processing.":[88],"However,":[89],"experiments":[92],"widely":[95],"used":[96],"ONOS,":[99],"we":[100,126],"found":[101],"a":[102,142],"new":[103],"bottleneck":[104,129,164],"that":[112,157],"causes":[113,133],"performance":[115],"gains":[116],"parallelism":[118],"be":[120],"offset.":[121],"Therefore,":[122],"this":[124],"paper,":[125],"locate":[127],"analyze":[131],"its":[132],"source":[135],"code":[136],"analysis":[137],"timestamp":[139],"tests,":[140],"propose":[141],"event":[144],"queue":[145],"resolve":[147],"bottleneck,":[149],"implement":[151],"ONOS.":[154,183],"Experiments":[155],"show":[156],"our":[158],"improved":[159],"ONOS":[160],"effectively":[161],"resolves":[162],"problem":[165],"achieves":[167],"an":[168],"average":[169],"3.57x":[170],"improvement":[171],"compared":[179],"original":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}