{"id":"https://openalex.org/W4256632036","doi":"https://doi.org/10.1145/3379486","title":"On the Complexity of Traffic Traces and Implications","display_name":"On the Complexity of Traffic Traces and Implications","publication_year":2020,"publication_date":"2020-05-27","ids":{"openalex":"https://openalex.org/W4256632036","doi":"https://doi.org/10.1145/3379486"},"language":"en","primary_location":{"id":"doi:10.1145/3379486","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379486","pdf_url":null,"source":{"id":"https://openalex.org/S4210193547","display_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","issn_l":"2476-1249","issn":["2476-1249"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.mit.edu/bitstreams/0c61b82f-84a2-4e78-897c-c9b69982d94a/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010846539","display_name":"Chen Avin","orcid":"https://orcid.org/0000-0002-6647-8002"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Chen Avin","raw_affiliation_strings":["Ben Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058729992","display_name":"Manya Ghobadi","orcid":"https://orcid.org/0000-0002-4095-1519"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manya Ghobadi","raw_affiliation_strings":["Massachusetts Institute of Technology, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Boston, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019781828","display_name":"Chen Griner","orcid":"https://orcid.org/0000-0003-1473-2977"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Chen Griner","raw_affiliation_strings":["Ben Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066080641","display_name":"Stefan Schmid","orcid":"https://orcid.org/0000-0002-7798-1711"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Schmid","raw_affiliation_strings":["University of Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5463,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.89813509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"1","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9995999932289124,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9995999932289124,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994999766349792,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994000196456909,"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/trace","display_name":"TRACE (psycholinguistics)","score":0.8399556279182434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7784334421157837},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6543813347816467},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.529174268245697},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48702794313430786},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4441084563732147},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.42619284987449646},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40095412731170654},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3862709403038025},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20781084895133972}],"concepts":[{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.8399556279182434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7784334421157837},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6543813347816467},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.529174268245697},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48702794313430786},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4441084563732147},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.42619284987449646},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40095412731170654},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3862709403038025},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20781084895133972},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3379486","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3379486","pdf_url":null,"source":{"id":"https://openalex.org/S4210193547","display_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","issn_l":"2476-1249","issn":["2476-1249"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/129523.2","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/129523.2","pdf_url":"https://dspace.mit.edu/bitstreams/0c61b82f-84a2-4e78-897c-c9b69982d94a/download","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:dspace.mit.edu:1721.1/129523","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/129523","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/129523.2","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/129523.2","pdf_url":"https://dspace.mit.edu/bitstreams/0c61b82f-84a2-4e78-897c-c9b69982d94a/download","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4252950468","display_name":"Self-Adjusting Networks","funder_award_id":"864228","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G8030278888","display_name":null,"funder_award_id":"864228","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4256632036.pdf","grobid_xml":"https://content.openalex.org/works/W4256632036.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1970701242","https://openalex.org/W1988150362","https://openalex.org/W2010488817","https://openalex.org/W2013901835","https://openalex.org/W2017036528","https://openalex.org/W2044425733","https://openalex.org/W2044442377","https://openalex.org/W2044807855","https://openalex.org/W2062832101","https://openalex.org/W2069934876","https://openalex.org/W2073347669","https://openalex.org/W2077770566","https://openalex.org/W2099657323","https://openalex.org/W2100785383","https://openalex.org/W2102426343","https://openalex.org/W2102985846","https://openalex.org/W2104254326","https://openalex.org/W2104290684","https://openalex.org/W2105818147","https://openalex.org/W2107745473","https://openalex.org/W2116393125","https://openalex.org/W2117884704","https://openalex.org/W2122962290","https://openalex.org/W2123449924","https://openalex.org/W2126281557","https://openalex.org/W2129424879","https://openalex.org/W2129437643","https://openalex.org/W2130531694","https://openalex.org/W2133985894","https://openalex.org/W2138543759","https://openalex.org/W2141062232","https://openalex.org/W2141810662","https://openalex.org/W2143022286","https://openalex.org/W2146603609","https://openalex.org/W2152536325","https://openalex.org/W2153896652","https://openalex.org/W2155669300","https://openalex.org/W2162109942","https://openalex.org/W2165773639","https://openalex.org/W2168595508","https://openalex.org/W2315437335","https://openalex.org/W2486960733","https://openalex.org/W2582697902","https://openalex.org/W2620961766","https://openalex.org/W2743429249","https://openalex.org/W2744462874","https://openalex.org/W2744628735","https://openalex.org/W2768254111","https://openalex.org/W2769038759","https://openalex.org/W2782300365","https://openalex.org/W2810723790","https://openalex.org/W2819181356","https://openalex.org/W2886938859","https://openalex.org/W2887091914","https://openalex.org/W2962819996","https://openalex.org/W3006030140","https://openalex.org/W3161518659","https://openalex.org/W4231891315","https://openalex.org/W4242648275","https://openalex.org/W4243456132","https://openalex.org/W4252306800","https://openalex.org/W4252371503"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2061122711","https://openalex.org/W4403576982","https://openalex.org/W4247954915","https://openalex.org/W2131958170","https://openalex.org/W2133122801","https://openalex.org/W2273754158","https://openalex.org/W2336747664","https://openalex.org/W2357130048","https://openalex.org/W2125654832"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,66,95,102,116],"systematic":[4],"approach":[5,22],"to":[6,40,100,136],"identify":[7],"and":[8,31,43],"quantify":[9],"the":[10,34,49,55,62,83,107,120,129],"types":[11],"of":[12,33,46,57,65,85,110,122,131],"structures":[13],"featured":[14],"by":[15],"packet":[16,35,67,132],"traces":[17,133],"in":[18,48,119],"communication":[19],"networks.":[20],"Our":[21],"leverages":[23],"an":[24],"information-theoretic":[25],"methodology,":[26],"based":[27],"on":[28,89],"iterative":[29],"randomization":[30],"compression":[32],"trace,":[36],"which":[37,60],"allows":[38],"us":[39],"systematically":[41],"remove":[42],"measure":[44],"dimensions":[45],"structure":[47,130],"trace.":[50,68,114],"In":[51],"particular,":[52],"we":[53,73,92,124],"introduce":[54],"notion":[56],"\\emphtrace":[58],"complexity":[59,77,108],"approximates":[61],"entropy":[63],"rate":[64],"Considering":[69],"several":[70],"real-world":[71,113],"traces,":[72],"show":[74,125],"that":[75,105,126,143],"trace":[76,104],"can":[78,134],"provide":[79],"unique":[80],"insights":[81,127],"into":[82,128],"characteristics":[84],"various":[86],"applications.":[87],"Based":[88],"our":[90],"approach,":[91],"also":[93],"propose":[94],"traffic":[96,148],"generator":[97],"model":[98],"able":[99],"produce":[101],"synthetic":[103],"matches":[106],"levels":[109],"its":[111],"corresponding":[112],"Using":[115],"case":[117],"study":[118],"context":[121],"datacenters,":[123],"lead":[135],"improved":[137],"demand-aware":[138],"network":[139],"designs:":[140],"datacenter":[141],"topologies":[142],"are":[144],"optimized":[145],"for":[146],"specific":[147],"patterns.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
