{"id":"https://openalex.org/W1367232","doi":null,"title":"On the correlation of Internet flow characteristics","display_name":"On the correlation of Internet flow characteristics","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1367232","mag":"1367232"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.9.3621","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.3621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isi.edu/%7Ejohnh/PAPERS/Lan03c.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5032056598","display_name":"Kun-Chan Lan","orcid":"https://orcid.org/0000-0001-7429-8282","observed_orcids":["https://orcid.org/0000-0001-7429-8282"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun-Chan Lan","raw_affiliation_strings":["University of Southern California"],"raw_orcid":"https://orcid.org/0000-0001-7429-8282","affiliations":[{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090014731","display_name":"John Heidemann","orcid":"https://orcid.org/0000-0002-1225-7562","observed_orcids":["https://orcid.org/0000-0002-1225-7562"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Heidemann","raw_affiliation_strings":["University of Southern California"],"raw_orcid":"https://orcid.org/0000-0002-1225-7562","affiliations":[{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":7.5732,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.96901807,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9609000086784363,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9609000086784363,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.03759999945759773,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.0003000000142492354,"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/internet-traffic","display_name":"Internet traffic","score":0.7680000066757202},{"id":"https://openalex.org/keywords/traffic-characterization","display_name":"traffic characterization","score":0.42399999499320984},{"id":"https://openalex.org/keywords/flow-duration","display_name":"flow duration","score":0.9729999899864197},{"id":"https://openalex.org/keywords/burstiness","display_name":"burstiness","score":0.6570000052452087},{"id":"https://openalex.org/keywords/traffic-flow-rate","display_name":"traffic flow rate","score":0.6420000195503235},{"id":"https://openalex.org/keywords/traffic-correlation","display_name":"traffic correlation","score":0.47099998593330383},{"id":"https://openalex.org/keywords/transport-protocols","display_name":"transport protocols","score":0.7950000166893005},{"id":"https://openalex.org/keywords/application-level-protocols","display_name":"application-level protocol","score":0.8069999814033508},{"id":"https://openalex.org/keywords/bandwidth-consumption","display_name":"bandwidth consumption","score":0.5429999828338623}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5480315089225769},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.47319456934928894},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4359170198440552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39558354020118713},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3243139982223511},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2782782316207886},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24656826257705688},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.9.3621","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.3621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isi.edu/%7Ejohnh/PAPERS/Lan03c.pdf","raw_type":"text"},{"id":"mag:1367232","doi":null,"is_oa":false,"landing_page_url":"http://www.isi.edu/divisions/div7/publication_files/correlation_internet_flow.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1529231078","https://openalex.org/W1540641082","https://openalex.org/W1588462524","https://openalex.org/W1590810061","https://openalex.org/W1779735989","https://openalex.org/W1780638355","https://openalex.org/W1896822992","https://openalex.org/W1970837734","https://openalex.org/W1977141583","https://openalex.org/W1990312847","https://openalex.org/W2078213222","https://openalex.org/W2085849301","https://openalex.org/W2098366185","https://openalex.org/W2105047865","https://openalex.org/W2111427271","https://openalex.org/W2114841158","https://openalex.org/W2117098909","https://openalex.org/W2126590799","https://openalex.org/W2130367949","https://openalex.org/W2143024194","https://openalex.org/W2154178154","https://openalex.org/W2156916299","https://openalex.org/W2166221608","https://openalex.org/W2411361931","https://openalex.org/W2416106414","https://openalex.org/W2887048205"],"related_works":["https://openalex.org/W7098245241","https://openalex.org/W2142215216","https://openalex.org/W4233670650","https://openalex.org/W1560243169","https://openalex.org/W1601040971","https://openalex.org/W7100773294","https://openalex.org/W2046807334","https://openalex.org/W7100101034","https://openalex.org/W2116276630","https://openalex.org/W2061070202"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"of":[2,12,16,27,76,121,136],"Internet":[3],"traffic":[4,31],"have":[5,39],"shown":[6],"that":[7,128,144],"a":[8],"very":[9],"small":[10],"percentage":[11],"flows":[13,29,42,77,90],"consume":[14],"most":[15],"the":[17,25,119],"network":[18],"bandwidth.":[19],"It":[20],"is":[21,69],"important":[22],"to":[23,80],"understand":[24],"characteristics":[26],"such":[28,41,122],"for":[30,118],"monitoring":[32],"and":[33,51,57,59,64,99,101,139,152],"modeling":[34],"purposes.":[35],"Several":[36],"prior":[37,116],"researchers":[38],"characterized":[40],"using":[43],"different":[44,74],"classification":[45],"schemes:":[46],"by":[47,53,60,150],"size":[48],"as":[49,55,62],"elephant":[50],"mice;":[52],"duration":[54],"tortoise":[56],"dragonfly;":[58],"burstiness":[61],"alpha":[63],"beta":[65],"traffic.":[66,124],"However,":[67],"it":[68],"not":[70],"clear":[71],"how":[72,103],"these":[73,88,145],"definitions":[75,117],"are":[78,105,130],"related":[79],"each":[81],"other.":[82],"In":[83],"our":[84],"work,":[85],"we":[86,113,126,142],"study":[87],"\"heavy-hitter\"":[89],"in":[91],"four":[92],"orthogonal":[93],"dimensions,":[94],"namely":[95],"size,":[96,137],"duration,":[97],"rate":[98,138],"burstiness,":[100],"examine":[102],"they":[104],"correlated.":[106],"This":[107],"paper":[108],"makes":[109],"three":[110],"contributions:":[111],"First,":[112],"systematically":[114],"characterize":[115],"properties":[120],"heavy-hitter":[123],"Second,":[125],"show":[127,143],"there":[129],"strong":[131],"correlations":[132,146],"between":[133],"some":[134],"combinations":[135],"burstiness.":[140],"Finally,":[141],"can":[147],"be":[148],"explained":[149],"transport":[151],"application-level":[153],"protocol":[154],"mechanisms.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}