{"id":"https://openalex.org/W2109321157","doi":"https://doi.org/10.1145/2079296.2079310","title":"Decentralized prediction of end-to-end network performance classes","display_name":"Decentralized prediction of end-to-end network performance classes","publication_year":2011,"publication_date":"2011-12-06","ids":{"openalex":"https://openalex.org/W2109321157","doi":"https://doi.org/10.1145/2079296.2079310","mag":"2109321157"},"language":"en","primary_location":{"id":"doi:10.1145/2079296.2079310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2079296.2079310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbi.uliege.be/handle/2268/103128","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069580371","display_name":"Yongjun Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Yongjun Liao","raw_affiliation_strings":["University of Li\u00e8ge, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018148937","display_name":"Wei Du","orcid":"https://orcid.org/0000-0003-3272-3222"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wei Du","raw_affiliation_strings":["University of Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002322091","display_name":"Pierre Geurts","orcid":"https://orcid.org/0000-0001-8527-5000"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Pierre Geurts","raw_affiliation_strings":["University of Li\u00e8ge, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072414881","display_name":"Guy Leduc","orcid":null},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Guy Leduc","raw_affiliation_strings":["University of Li\u00e8ge, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","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"}},"topics":[{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9987000226974487,"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/T11478","display_name":"Caching and Content Delivery","score":0.9983000159263611,"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/scalability","display_name":"Scalability","score":0.751354455947876},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.7152004241943359},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6895982027053833},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6278910636901855},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6013770699501038},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5736984610557556},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5293118357658386},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5136253237724304},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.48250532150268555},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.4729601740837097},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45942026376724243},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.42807650566101074},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39611220359802246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39309945702552795},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3682486116886139},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33028489351272583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3040434718132019},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19383272528648376},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1231071949005127},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08259844779968262},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08074834942817688}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.751354455947876},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.7152004241943359},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6895982027053833},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6278910636901855},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6013770699501038},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5736984610557556},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5293118357658386},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5136253237724304},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.48250532150268555},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.4729601740837097},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45942026376724243},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.42807650566101074},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39611220359802246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39309945702552795},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3682486116886139},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33028489351272583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3040434718132019},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19383272528648376},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1231071949005127},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08259844779968262},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08074834942817688},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"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/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2079296.2079310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2079296.2079310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.381.485","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.381.485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://conferences.sigcomm.org/co-next/2011/papers/1569470041.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.697.6876","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.697.6876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://orbi.ulg.ac.be/bitstream/2268/103128/1/YL-CoNext2011.pdf","raw_type":"text"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/103128","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/103128","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. of the 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT) (2011-12-08); The 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Tokyo, Japan [JP], 6-9 Dec. 2011","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:orbi.ulg.ac.be:2268/103128","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/103128","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. of the 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT) (2011-12-08); The 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Tokyo, Japan [JP], 6-9 Dec. 2011","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W51997014","https://openalex.org/W1486241112","https://openalex.org/W1492901379","https://openalex.org/W1505673266","https://openalex.org/W1506806321","https://openalex.org/W1568229137","https://openalex.org/W1663973292","https://openalex.org/W1923332504","https://openalex.org/W1987196661","https://openalex.org/W2047071281","https://openalex.org/W2061109653","https://openalex.org/W2088967187","https://openalex.org/W2110256366","https://openalex.org/W2110609173","https://openalex.org/W2117897639","https://openalex.org/W2122090912","https://openalex.org/W2126762950","https://openalex.org/W2132051999","https://openalex.org/W2132212948","https://openalex.org/W2141934596","https://openalex.org/W2148647281","https://openalex.org/W2153319198","https://openalex.org/W2157200424","https://openalex.org/W2161630099","https://openalex.org/W2163059190","https://openalex.org/W2595697910","https://openalex.org/W2798766386"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W3103289951","https://openalex.org/W2950359809","https://openalex.org/W1973739845","https://openalex.org/W119752240","https://openalex.org/W3041034658","https://openalex.org/W1599694228"],"abstract_inverted_index":{"In":[0],"large-scale":[1],"networks,":[2],"full-mesh":[3],"active":[4],"probing":[5],"of":[6,16,39,43],"end-to-end":[7],"performance":[8,59],"metrics":[9],"is":[10,22],"infeasible.":[11],"Measuring":[12],"a":[13,62],"small":[14],"set":[15],"pairs":[17],"and":[18],"predicting":[19],"the":[20,30,67],"others":[21],"more":[23],"scalable.":[24],"Under":[25],"this":[26],"framework,":[27],"we":[28],"formulate":[29],"prediction":[31],"problem":[32,51],"as":[33],"matrix":[34,42,56],"completion,":[35],"whereby":[36],"unknown":[37],"entries":[38],"an":[40],"incomplete":[41],"pairwise":[44],"measurements":[45],"are":[46],"to":[47,66],"be":[48,53,75],"predicted.":[49],"This":[50],"can":[52,74],"solved":[54],"by":[55],"factorization":[57],"because":[58],"matrices":[60,81],"have":[61],"low":[63],"rank,":[64],"thanks":[65],"correlations":[68],"among":[69],"measurements.":[70],"Moreover,":[71],"its":[72],"resolution":[73],"fully":[76],"decentralized":[77],"without":[78],"actually":[79],"building":[80],"nor":[82],"relying":[83],"on":[84],"special":[85],"landmarks":[86],"or":[87],"central":[88],"servers.":[89]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
