{"id":"https://openalex.org/W2898491100","doi":"https://doi.org/10.1109/tnse.2018.2877597","title":"A Compressive Sensing-Based Approach to End-to-End Network Traffic Reconstruction","display_name":"A Compressive Sensing-Based Approach to End-to-End Network Traffic Reconstruction","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898491100","doi":"https://doi.org/10.1109/tnse.2018.2877597","mag":"2898491100"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2018.2877597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2877597","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","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/A5046967955","display_name":"Dingde Jiang","orcid":"https://orcid.org/0000-0003-0284-5624"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingde Jiang","raw_affiliation_strings":["School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-0284-5624","affiliations":[{"raw_affiliation_string":"School of Astronautics and Aeronautic, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111433001","display_name":"Wenjuan Wang","orcid":"https://orcid.org/0000-0001-9180-2823"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjuan Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025698632","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0003-4042-592X"},"institutions":[{"id":"https://openalex.org/I70277191","display_name":"Institute of Technology Carlow","ror":"https://ror.org/02frwys47","country_code":"IE","type":"government","lineage":["https://openalex.org/I70277191"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["Department of Computing & Networking, Institute of Technology Carlow, Carlow, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing & Networking, Institute of Technology Carlow, Carlow, Ireland","institution_ids":["https://openalex.org/I70277191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079301418","display_name":"Houbing Song","orcid":"https://orcid.org/0000-0003-2631-9223"},"institutions":[{"id":"https://openalex.org/I84475105","display_name":"Embry\u2013Riddle Aeronautical University","ror":"https://ror.org/010jskt71","country_code":"US","type":"education","lineage":["https://openalex.org/I84475105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houbing Song","raw_affiliation_strings":["Department of Electrical, Computer, Software, and Systems Engineering, Embry-Riddle Aeronautical University, Daytona Beach, USA"],"raw_orcid":"https://orcid.org/0000-0003-2631-9223","affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer, Software, and Systems Engineering, Embry-Riddle Aeronautical University, Daytona Beach, USA","institution_ids":["https://openalex.org/I84475105"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":32.2526,"has_fulltext":false,"cited_by_count":196,"citation_normalized_percentile":{"value":0.9989426,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"7","issue":"1","first_page":"507","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6879377961158752},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.644195556640625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6357066631317139},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.6258749961853027},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.5322185754776001},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.53040611743927},{"id":"https://openalex.org/keywords/traffic-engineering","display_name":"Traffic engineering","score":0.5284695029258728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5060121417045593},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.43292713165283203},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.41655048727989197},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4010663628578186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36484163999557495},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.2863304018974304},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24466848373413086},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.08216676115989685},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07809978723526001}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6879377961158752},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.644195556640625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6357066631317139},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.6258749961853027},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.5322185754776001},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.53040611743927},{"id":"https://openalex.org/C16160715","wikidata":"https://www.wikidata.org/wiki/Q1640676","display_name":"Traffic engineering","level":2,"score":0.5284695029258728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5060121417045593},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.43292713165283203},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.41655048727989197},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4010663628578186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36484163999557495},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.2863304018974304},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24466848373413086},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.08216676115989685},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07809978723526001},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2018.2877597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2018.2877597","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2689533785","display_name":"\u8f6f\u4ef6\u5b9a\u4e49\u7f51\u7edc\u4e2d\u7684\u4e1a\u52a1\u6d41\u6d4b\u91cf\u673a\u7406\u4e0e\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61571104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5108637490","display_name":null,"funder_award_id":"N150402003","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8314971403","display_name":null,"funder_award_id":"ZYGX2017KYQD170","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1488145148","https://openalex.org/W1504415640","https://openalex.org/W1965449814","https://openalex.org/W1966875267","https://openalex.org/W1969121471","https://openalex.org/W1975675185","https://openalex.org/W1984168437","https://openalex.org/W1997113920","https://openalex.org/W1997299558","https://openalex.org/W1998182736","https://openalex.org/W1998989882","https://openalex.org/W2013554099","https://openalex.org/W2047627502","https://openalex.org/W2058737544","https://openalex.org/W2069354103","https://openalex.org/W2102247879","https://openalex.org/W2105877514","https://openalex.org/W2107655596","https://openalex.org/W2109357213","https://openalex.org/W2115829001","https://openalex.org/W2117368434","https://openalex.org/W2127271355","https://openalex.org/W2127936354","https://openalex.org/W2128478380","https://openalex.org/W2141349357","https://openalex.org/W2146616964","https://openalex.org/W2147299317","https://openalex.org/W2151751786","https://openalex.org/W2158248787","https://openalex.org/W2160547390","https://openalex.org/W2171676739","https://openalex.org/W2296616510","https://openalex.org/W2381696241","https://openalex.org/W2430855376","https://openalex.org/W2507205508","https://openalex.org/W2511250566","https://openalex.org/W2526375869","https://openalex.org/W2528323426","https://openalex.org/W2530269079","https://openalex.org/W2753266903","https://openalex.org/W2761629823","https://openalex.org/W2781703105","https://openalex.org/W2781917523","https://openalex.org/W2800941002","https://openalex.org/W2950179095","https://openalex.org/W2999389558","https://openalex.org/W2999946671","https://openalex.org/W3102933607","https://openalex.org/W4246071789","https://openalex.org/W4250955649","https://openalex.org/W6629309556","https://openalex.org/W6646414253","https://openalex.org/W6649788445","https://openalex.org/W7067880114"],"related_works":["https://openalex.org/W2490010379","https://openalex.org/W2497786025","https://openalex.org/W1578044317","https://openalex.org/W2975138805","https://openalex.org/W1994698836","https://openalex.org/W2362416893","https://openalex.org/W2013380757","https://openalex.org/W2078438985","https://openalex.org/W2035170846","https://openalex.org/W2391622324"],"abstract_inverted_index":{"Estimation":[0],"of":[1,18,26,74,136],"end-to-end":[2,49,67,116,129],"network":[3,13,27,50,117,130],"traffic":[4,10,21,40,51,68,118,131],"plays":[5],"an":[6],"important":[7],"role":[8],"in":[9,33,53,139],"engineering":[11],"and":[12,29],"planning.":[14],"The":[15],"direct":[16,72],"measurement":[17,73,83],"a":[19,43,62,96,133,147],"network's":[20],"matrix":[22,41,108],"consumes":[23],"large":[24],"amounts":[25],"resources":[28],"is":[30,79],"thus":[31],"impractical":[32],"most":[34],"cases.":[35],"How":[36],"to":[37,94,112],"accurately":[38],"construct":[39],"remains":[42],"great":[44],"challenge.":[45],"This":[46],"paper":[47],"studies":[48],"reconstruction":[52,64],"large-scale":[54],"networks.":[55],"Applying":[56],"compressive":[57,101],"sensing":[58],"theory,":[59],"we":[60,89],"propose":[61],"novel":[63],"method":[65,126],"for":[66],"flows.":[69],"First,":[70],"the":[71,91,114,124],"partial":[75,86],"Origin-Destination":[76],"(OD)":[77],"flows":[78],"determined":[80],"by":[81],"random":[82],"matrix,":[84],"providing":[85],"measurements.":[87],"Then,":[88],"use":[90],"K-SVD":[92],"approach":[93,145],"obtain":[95],"sparse":[97],"matrix.":[98,119],"Combined":[99],"with":[100,132,141],"sensing,":[102],"this":[103],"partially":[104],"known":[105],"OD":[106],"flow":[107],"can":[109,127],"be":[110],"used":[111],"recover":[113],"entire":[115],"Simulation":[120],"results":[121],"show":[122],"that":[123],"proposed":[125],"reconstruct":[128],"high":[134],"degree":[135],"accuracy.":[137],"Moreover,":[138],"comparison":[140],"previous":[142],"methods,":[143],"our":[144],"exhibits":[146],"significant":[148],"performance":[149],"improvement.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":63},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":60}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}