{"id":"https://openalex.org/W3048476541","doi":"https://doi.org/10.1109/infocomwkshps50562.2020.9163030","title":"Poster Abstract: Always Heading for the Peak: Learning to Route with Domain Knowledge","display_name":"Poster Abstract: Always Heading for the Peak: Learning to Route with Domain Knowledge","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3048476541","doi":"https://doi.org/10.1109/infocomwkshps50562.2020.9163030","mag":"3048476541"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps50562.2020.9163030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps50562.2020.9163030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5100394917","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0002-7212-5297"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066915269","display_name":"Zili Meng","orcid":"https://orcid.org/0000-0003-2009-7180"},"institutions":[{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zili Meng","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist)"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100771111","display_name":"Mingwei Xu","orcid":"https://orcid.org/0000-0002-4847-4585"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Xu","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100394917"],"corresponding_institution_ids":["https://openalex.org/I29955533"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11935614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1304","last_page":"1305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9983999729156494,"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":0.9983999729156494,"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/T12288","display_name":"Optimization and Search Problems","score":0.9975000023841858,"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":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7338359355926514},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6477301120758057},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6431496143341064},{"id":"https://openalex.org/keywords/heading","display_name":"Heading (navigation)","score":0.5998338460922241},{"id":"https://openalex.org/keywords/shortest-path-problem","display_name":"Shortest path problem","score":0.5696027278900146},{"id":"https://openalex.org/keywords/routing-table","display_name":"Routing table","score":0.5170146226882935},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5000166893005371},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4900147020816803},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45577362179756165},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45216596126556396},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35804545879364014},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29996418952941895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2744576930999756},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1970728039741516},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.19207096099853516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15287631750106812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14922988414764404},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10891178250312805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7338359355926514},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6477301120758057},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6431496143341064},{"id":"https://openalex.org/C2776937971","wikidata":"https://www.wikidata.org/wiki/Q4384217","display_name":"Heading (navigation)","level":2,"score":0.5998338460922241},{"id":"https://openalex.org/C22590252","wikidata":"https://www.wikidata.org/wiki/Q1058754","display_name":"Shortest path problem","level":3,"score":0.5696027278900146},{"id":"https://openalex.org/C184896649","wikidata":"https://www.wikidata.org/wiki/Q290066","display_name":"Routing table","level":4,"score":0.5170146226882935},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5000166893005371},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4900147020816803},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45577362179756165},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45216596126556396},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35804545879364014},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29996418952941895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2744576930999756},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1970728039741516},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.19207096099853516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15287631750106812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14922988414764404},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10891178250312805},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocomwkshps50562.2020.9163030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps50562.2020.9163030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-154025","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-154025","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2151737583","https://openalex.org/W2158755379","https://openalex.org/W2768254111","https://openalex.org/W2913856657","https://openalex.org/W2968986602","https://openalex.org/W2981460594","https://openalex.org/W3105771448","https://openalex.org/W6683599812","https://openalex.org/W6745627049"],"related_works":["https://openalex.org/W4244052565","https://openalex.org/W2358719579","https://openalex.org/W4252778923","https://openalex.org/W2385042721","https://openalex.org/W2367929022","https://openalex.org/W2351754530","https://openalex.org/W2378649906","https://openalex.org/W2391014597","https://openalex.org/W2105586767","https://openalex.org/W2127783792"],"abstract_inverted_index":{"Routing":[0],"optimization":[1,31],"is":[2,117],"a":[3,61,76],"well-known":[4],"yet":[5,83],"complicated":[6],"research":[7],"topic":[8],"for":[9,27,94],"decades.":[10],"On":[11,36],"one":[12],"hand,":[13,39],"routing":[14,47],"algorithms":[15,48,68,130],"usually":[16,59],"have":[17],"complex":[18],"inputs":[19],"(e.g.,":[20,24,33],"structural":[21],"topology),":[22],"outputs":[23],"sequential":[25],"paths":[26],"different":[28],"demands),":[29],"and":[30,65,106],"goals":[32],"link":[34],"utilization).":[35],"the":[37,42,73,123,135,143],"other":[38],"due":[40,121],"to":[41,53,71,86,122,132],"rapid":[43],"change":[44],"of":[45,88,125],"demands,":[46,140],"must":[49],"be":[50],"fast":[51],"enough":[52],"make":[54,60],"online":[55],"decisions.":[56],"Existing":[57],"methods":[58],"tradeoff":[62],"between":[63],"performance":[64,116],"efficiency.":[66],"Offline":[67],"[1]":[69],"tend":[70],"cast":[72],"problem":[74],"into":[75],"Linear":[77],"Program":[78],"(LP),":[79],"offering":[80],"near-optimal":[81],"solutions":[82],"taking":[84],"up":[85],"tens":[87],"seconds,":[89],"which":[90,141],"are":[91,111],"too":[92],"heavyweight":[93],"rapidly":[95],"changing":[96],"networked":[97],"systems.":[98],"Online":[99],"algorithms,":[100],"such":[101],"as":[102,145],"shortest":[103,108],"path":[104,109],"(SP)":[105],"weighted":[107],"(WSP),":[110],"broadly":[112],"used,":[113],"but":[114],"their":[115],"far":[118],"from":[119],"optimal":[120],"ignorance":[124],"network":[126,139],"status.":[127],"Conventional":[128],"heuristic":[129],"fail":[131],"efficiently":[133],"capture":[134],"dynamics":[136],"inside":[137],"varying":[138],"compromises":[142],"performance,":[144],"shown":[146],"in":[147],"Table":[148],"I.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}