{"id":"https://openalex.org/W2138211908","doi":"https://doi.org/10.1109/wcnc.2011.5779183","title":"Predict and spread: An efficient routing algorithm for opportunistic networking","display_name":"Predict and spread: An efficient routing algorithm for opportunistic networking","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2138211908","doi":"https://doi.org/10.1109/wcnc.2011.5779183","mag":"2138211908"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2011.5779183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2011.5779183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Wireless Communications and Networking Conference","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/A5053316728","display_name":"Jianwei Niu","orcid":"https://orcid.org/0000-0003-3946-5107"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianwei Niu","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China","School of Computer Science & Engineering, Beihang University, Beijing, 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Computer Science & Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015329613","display_name":"Jinkai Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinkai Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China","School of Computer Science & Engineering, Beihang University, Beijing, 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Computer Science & Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102008416","display_name":"Qingsong Cai","orcid":"https://orcid.org/0000-0003-2439-4051"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingsong Cai","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China","School of Computer Science & Engineering, Beihang University, Beijing, 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Computer Science & Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081563886","display_name":"Norman Sadeh","orcid":"https://orcid.org/0000-0003-4829-5533"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norman Sadeh","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA;"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA;","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086726574","display_name":"Shaohui Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaohui Guo","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA;"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA;","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053316728"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":5.9513,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96498678,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"498","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9998999834060669,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9998999834060669,"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":0.9908000230789185,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9865000247955322,"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/computer-science","display_name":"Computer science","score":0.8369143009185791},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6865744590759277},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6379119157791138},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6377733945846558},{"id":"https://openalex.org/keywords/routing-algorithm","display_name":"Routing algorithm","score":0.6349218487739563},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5124581456184387},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48455801606178284},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4777580797672272},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.44647231698036194},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.2857188582420349},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18122950196266174},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13169515132904053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08678102493286133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8369143009185791},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6865744590759277},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6379119157791138},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6377733945846558},{"id":"https://openalex.org/C2984173633","wikidata":"https://www.wikidata.org/wiki/Q22725","display_name":"Routing algorithm","level":4,"score":0.6349218487739563},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5124581456184387},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48455801606178284},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4777580797672272},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.44647231698036194},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.2857188582420349},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18122950196266174},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13169515132904053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08678102493286133},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2011.5779183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2011.5779183","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Wireless Communications and Networking Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W155212612","https://openalex.org/W1572481965","https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W1998280181","https://openalex.org/W2010634640","https://openalex.org/W2022319427","https://openalex.org/W2024516601","https://openalex.org/W2040459121","https://openalex.org/W2112316694","https://openalex.org/W2112701160","https://openalex.org/W2123825896","https://openalex.org/W2125957038","https://openalex.org/W2128734758","https://openalex.org/W2160005388","https://openalex.org/W4232197496","https://openalex.org/W4234068324","https://openalex.org/W6634082847","https://openalex.org/W6647206902","https://openalex.org/W6660604489"],"related_works":["https://openalex.org/W2114995466","https://openalex.org/W2149224531","https://openalex.org/W2160885658","https://openalex.org/W4247716783","https://openalex.org/W2098791961","https://openalex.org/W2483530712","https://openalex.org/W2144164383","https://openalex.org/W4230539218","https://openalex.org/W2137646787","https://openalex.org/W2154215043"],"abstract_inverted_index":{"With":[0],"their":[1,28],"proliferation":[2],"and":[3,74,95,117,120],"increasing":[4],"capabilities,":[5],"mobile":[6],"devices":[7],"with":[8,102,128],"local":[9],"wireless":[10],"interfaces":[11],"can":[12,40,108],"be":[13,42],"organized":[14],"into":[15],"opportunistic":[16,38,52,81],"networks":[17,39,53],"that":[18,60,83,106],"exploit":[19],"communication":[20],"opportunities":[21],"arising":[22],"out":[23],"of":[24,27,114,124],"the":[25,31,122,125],"movement":[26],"users.":[29],"Because":[30],"nodes":[32],"are":[33],"carried":[34],"by":[35],"people,":[36],"these":[37,63],"also":[41],"viewed":[43],"as":[44],"social":[45,64,98],"networks.":[46],"Unfortunately,":[47],"existing":[48],"routing":[49,78],"algorithms":[50,104],"for":[51,80],"rely":[54],"on":[55],"relatively":[56],"simple":[57],"mobility":[58,93],"models":[59],"rarely":[61],"consider":[62],"network":[65],"characteristics.":[66,99],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"PreS":[72,107],"(Predict":[73],"Spread),":[75],"an":[76,85],"efficient":[77],"algorithm":[79,127],"networking":[82],"employs":[84],"adapted":[86],"Markov":[87],"chain":[88],"to":[89],"model":[90],"a":[91],"node's":[92],"pattern,":[94],"capture":[96],"its":[97],"A":[100],"comparison":[101],"state-of-the-art":[103],"suggests":[105],"yield":[109],"better":[110],"performance":[111,123],"in":[112],"terms":[113],"delivery":[115,118],"ratio":[116],"latency,":[119],"approaches":[121],"Epidemic":[126],"lower":[129],"resource":[130],"consumption.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
