{"id":"https://openalex.org/W3035805625","doi":"https://doi.org/10.1109/saci49304.2020.9118832","title":"Ensembling Routing Algorithms","display_name":"Ensembling Routing Algorithms","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3035805625","doi":"https://doi.org/10.1109/saci49304.2020.9118832","mag":"3035805625"},"language":"en","primary_location":{"id":"doi:10.1109/saci49304.2020.9118832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci49304.2020.9118832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 14th International Symposium on Applied Computational Intelligence and Informatics (SACI)","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/A5016202235","display_name":"ZhenHao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"ZhenHao Wu","raw_affiliation_strings":["Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052669824","display_name":"Rafael Falc\u00f3n","orcid":"https://orcid.org/0000-0002-5906-3626"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rafael Falcon","raw_affiliation_strings":["Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109331727","display_name":"Voicu Groza","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Voicu Groza","raw_affiliation_strings":["Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023904661","display_name":"Emil M. Petriu","orcid":"https://orcid.org/0000-0002-0274-1035"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emil Petriu","raw_affiliation_strings":["Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016202235"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08533351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":null,"first_page":"000183","last_page":"000186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":1.0,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":1.0,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991000294685364,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9980999827384949,"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":0.7913427352905273},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.6633397340774536},{"id":"https://openalex.org/keywords/multipath-routing","display_name":"Multipath routing","score":0.5720273852348328},{"id":"https://openalex.org/keywords/geographic-routing","display_name":"Geographic routing","score":0.5695746541023254},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.5683987140655518},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.5505051612854004},{"id":"https://openalex.org/keywords/destination-sequenced-distance-vector-routing","display_name":"Destination-Sequenced Distance Vector routing","score":0.5262616872787476},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.4794310927391052},{"id":"https://openalex.org/keywords/routing-table","display_name":"Routing table","score":0.46817392110824585},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4641711711883545},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4607468843460083},{"id":"https://openalex.org/keywords/hop","display_name":"Hop (telecommunications)","score":0.4513189494609833},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4321572482585907},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4299783706665039},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4274805188179016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09700354933738708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7913427352905273},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.6633397340774536},{"id":"https://openalex.org/C76522221","wikidata":"https://www.wikidata.org/wiki/Q5035396","display_name":"Multipath routing","level":5,"score":0.5720273852348328},{"id":"https://openalex.org/C50558702","wikidata":"https://www.wikidata.org/wiki/Q5535067","display_name":"Geographic routing","level":5,"score":0.5695746541023254},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.5683987140655518},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.5505051612854004},{"id":"https://openalex.org/C29436982","wikidata":"https://www.wikidata.org/wiki/Q3700557","display_name":"Destination-Sequenced Distance Vector routing","level":5,"score":0.5262616872787476},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.4794310927391052},{"id":"https://openalex.org/C184896649","wikidata":"https://www.wikidata.org/wiki/Q290066","display_name":"Routing table","level":4,"score":0.46817392110824585},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4641711711883545},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4607468843460083},{"id":"https://openalex.org/C25906391","wikidata":"https://www.wikidata.org/wiki/Q1432381","display_name":"Hop (telecommunications)","level":2,"score":0.4513189494609833},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4321572482585907},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4299783706665039},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4274805188179016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09700354933738708},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci49304.2020.9118832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci49304.2020.9118832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 14th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W170020907","https://openalex.org/W1518780012","https://openalex.org/W1594101221","https://openalex.org/W2011501918","https://openalex.org/W2060465879","https://openalex.org/W2065377227","https://openalex.org/W2131205845","https://openalex.org/W2147365280","https://openalex.org/W2148565706","https://openalex.org/W2155806188","https://openalex.org/W2156626839","https://openalex.org/W2160325856","https://openalex.org/W2515779909","https://openalex.org/W2804036226","https://openalex.org/W6631139668","https://openalex.org/W6679209471"],"related_works":["https://openalex.org/W2385464299","https://openalex.org/W2944616377","https://openalex.org/W197644627","https://openalex.org/W2385257642","https://openalex.org/W2002267183","https://openalex.org/W1511174345","https://openalex.org/W2607223747","https://openalex.org/W106527558","https://openalex.org/W2619478018","https://openalex.org/W1973373960"],"abstract_inverted_index":{"Energy":[0],"and":[1,42,109,140,142,172,208,211,220],"time":[2,38,209],"consumption":[3,210],"are":[4,22],"the":[5,14,52,56,75,96,101,117,121,145,150,158,164,186,194,199,206,214],"two":[6,29],"most":[7,146],"common":[8],"challenges":[9],"regarding":[10],"communication":[11],"optimization":[12],"in":[13,32,65,120],"Wireless":[15],"sensor":[16],"network":[17,200,215],"(WSN)":[18],"routing":[19,107,127,133,165,187,222],"algorithms.":[20,223],"There":[21],"many":[23],"different":[24],"approaches":[25,35],"for":[26,100],"solving":[27],"these":[28],"major":[30],"issues":[31],"WSNs.":[33],"These":[34],"optimize":[36],"over":[37],"or":[39,163],"energy":[40,207],"separately":[41],"yet":[43],"rarely":[44],"take":[45],"into":[46,94],"account":[47,95],"multiple":[48,72,106,175],"criteria":[49,73],"when":[50],"choosing":[51],"next":[53,76,102,118,151],"hop":[54,77,103,119],"on":[55,116],"route.":[57],"In":[58,80],"order":[59],"to":[60,70,114],"address":[61],"this":[62,81],"open":[63],"problem":[64],"WSNs,":[66],"it":[67],"is":[68,161],"advantageous":[69],"combine":[71],"during":[74],"selection":[78,98],"step.":[79],"paper,":[82],"we":[83],"propose":[84],"a":[85,111],"new":[86],"concept":[87,169],"called":[88],"Routing":[89],"Ensembles.":[90],"Our":[91],"approach":[92],"takes":[93],"individual":[97],"criterion":[99],"using":[104,174,218],"various":[105],"algorithms":[108],"applies":[110],"voting":[112],"mechanism":[113],"decide":[115],"route":[122],"collectively.":[123],"We":[124],"tested":[125,171],"our":[126],"ensemble":[128],"with":[129],"five":[130],"well-known":[131],"base":[132],"methods,":[134],"i.e.,":[135],"Greedy,":[136],"NFP,":[137],"MPoPR,":[138],"MFR,":[139],"Compass":[141],"then":[143],"selected":[144],"voted":[147],"node":[148,160],"as":[149],"hop.":[152],"This":[153,168],"process":[154,166],"repeats":[155],"until":[156],"either":[157],"destination":[159],"reached":[162],"fails.":[167],"was":[170],"validated":[173],"simulated":[176],"networks":[177],"of":[178,198],"varying":[179],"sizes.":[180],"The":[181],"experimental":[182],"analysis":[183],"concluded":[184],"that":[185],"ensembles":[188],"allowed":[189],"us":[190],"to:":[191],"(1)":[192],"increase":[193],"delivery":[195],"rate":[196],"regardless":[197],"field":[201],"size,":[202],"(2)":[203],"minimize":[204],"both":[205],"(3)":[212],"enhance":[213],"performance":[216],"only":[217],"traditional":[219],"directly":[221]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
