{"id":"https://openalex.org/W4388906709","doi":"https://doi.org/10.7717/peerj-cs.1682","title":"A P2P multi-path routing algorithm based on Skyline operator for data aggregation in IoMT environments","display_name":"A P2P multi-path routing algorithm based on Skyline operator for data aggregation in IoMT environments","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4388906709","doi":"https://doi.org/10.7717/peerj-cs.1682","pmid":"https://pubmed.ncbi.nlm.nih.gov/38077549","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10702938"},"language":"en","primary_location":{"id":"doi:10.7717/peerj-cs.1682","doi":"https://doi.org/10.7717/peerj-cs.1682","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1682","pdf_url":"https://peerj.com/articles/cs-1682.pdf","source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://peerj.com/articles/cs-1682.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071455768","display_name":"Ismail Kertiou","orcid":"https://orcid.org/0000-0002-6160-636X","observed_orcids":["https://orcid.org/0000-0002-6160-636X"]},"institutions":[{"id":"https://openalex.org/I4210157185","display_name":"University of Eloued","ror":"https://ror.org/05416s909","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210157185"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ismail Kertiou","raw_affiliation_strings":["LIAP Laboratory, University of El Oued, El Oued, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIAP Laboratory, University of El Oued, El Oued, Algeria","institution_ids":["https://openalex.org/I4210157185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006883497","display_name":"Abdelkader Laouid","orcid":"https://orcid.org/0000-0002-8175-8467","observed_orcids":["https://orcid.org/0000-0002-8175-8467"]},"institutions":[{"id":"https://openalex.org/I4210157185","display_name":"University of Eloued","ror":"https://ror.org/05416s909","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210157185"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Abdelkader Laouid","raw_affiliation_strings":["LIAP Laboratory, University of El Oued, El Oued, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIAP Laboratory, University of El Oued, El Oued, Algeria","institution_ids":["https://openalex.org/I4210157185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001877199","display_name":"Saber Benharzallah","orcid":"https://orcid.org/0000-0002-3870-4383","observed_orcids":["https://orcid.org/0000-0002-3870-4383"]},"institutions":[{"id":"https://openalex.org/I4387153399","display_name":"University of Batna 2","ror":"https://ror.org/02yvp6477","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4387153399"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Benharzallah Saber","raw_affiliation_strings":["Computer Science, University of Batna 2, Batna, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Batna 2, Batna, Algeria","institution_ids":["https://openalex.org/I4387153399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089637331","display_name":"Mohammad Ali A. Hammoudeh","orcid":"https://orcid.org/0000-0003-1058-0996","observed_orcids":["https://orcid.org/0000-0003-1058-0996"]},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Hammoudeh","raw_affiliation_strings":["Information and Computer Science Department, King Fahad University of Petroleum and Minerals, Dahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Computer Science Department, King Fahad University of Petroleum and Minerals, Dahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058201944","display_name":"Muath AlShaikh","orcid":"https://orcid.org/0000-0001-5550-7659","observed_orcids":["https://orcid.org/0000-0001-5550-7659","https://orcid.org/0000-0002-1520-9814"]},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muath Alshaikh","raw_affiliation_strings":["Computer Science Department, College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006883497"],"corresponding_institution_ids":["https://openalex.org/I4210157185"],"apc_list":{"value":1395,"currency":"USD","value_usd":1395},"apc_paid":{"value":1395,"currency":"USD","value_usd":1395},"fwci":0.333,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58526583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"e1682","last_page":"e1682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9940999746322632,"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":0.9940999746322632,"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":0.0010000000474974513,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.0005000000237487257,"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/internet-of-medical-things","display_name":"Internet of Medical Things","score":0.9750000238418579},{"id":"https://openalex.org/keywords/point-to-point-routing","display_name":"point-to-point routing","score":0.746999979019165},{"id":"https://openalex.org/keywords/multipath-routing","display_name":"multipath routing","score":0.9399999976158142},{"id":"https://openalex.org/keywords/skyline-operator","display_name":"skyline operator","score":0.8040000200271606},{"id":"https://openalex.org/keywords/data-aggregation","display_name":"data aggregation","score":0.7559999823570251},{"id":"https://openalex.org/keywords/wireless-sensor-networks","display_name":"wireless sensor networks","score":0.9139999747276306},{"id":"https://openalex.org/keywords/parental-selection","display_name":"parent selection","score":0.7049999833106995},{"id":"https://openalex.org/keywords/network-congestion","display_name":"network congestion","score":0.7519999742507935},{"id":"https://openalex.org/keywords/network-lifetime","display_name":"network lifetime","score":0.7509999871253967},{"id":"https://openalex.org/keywords/residual-energy","display_name":"residual energy","score":0.652999997138977},{"id":"https://openalex.org/keywords/packet-delivery-ratio","display_name":"packet delivery ratio","score":0.9110000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315417766571045},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7218615412712097},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.6277270317077637},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5693506598472595},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.4845196604728699},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47574731707572937},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4736774265766144},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.44970887899398804},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.42665189504623413},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.4110527038574219},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10611152648925781},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.7717/peerj-cs.1682","doi":"https://doi.org/10.7717/peerj-cs.1682","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1682","pdf_url":"https://peerj.com/articles/cs-1682.pdf","source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10702938","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10702938","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10702938/pdf/peerj-cs-09-1682.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Comput Sci","raw_type":"Text"},{"id":"pmid:38077549","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38077549","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ. Computer science","raw_type":"Journal Article"},{"id":"pmh:oai:e-space.mmu.ac.uk:634416","doi":null,"is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/2d8e23d4511218f373fdb901df1fd553.html>","pdf_url":"https://e-space.mmu.ac.uk/634416/1/peerj-cs-1682.pdf","source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:88c6f9d884664b3ca2f7b1954687dbb0","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/88c6f9d884664b3ca2f7b1954687dbb0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PeerJ Computer Science, Vol 9, p e1682 (2023)","raw_type":"article"},{"id":"doi:10.60692/m33ag-4pe10","doi":"https://doi.org/10.60692/m33ag-4pe10","is_oa":true,"landing_page_url":"https://doi.org/10.60692/m33ag-4pe10","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.60692/t6mtw-cvk37","doi":"https://doi.org/10.60692/t6mtw-cvk37","is_oa":true,"landing_page_url":"https://doi.org/10.60692/t6mtw-cvk37","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.7717/peerj-cs.1682","doi":"https://doi.org/10.7717/peerj-cs.1682","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1682","pdf_url":"https://peerj.com/articles/cs-1682.pdf","source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388906709.pdf","grobid_xml":"https://content.openalex.org/works/W4388906709.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W249117400","https://openalex.org/W1914835564","https://openalex.org/W1967946563","https://openalex.org/W1982946717","https://openalex.org/W2009985390","https://openalex.org/W2054588061","https://openalex.org/W2073695645","https://openalex.org/W2096547754","https://openalex.org/W2102258543","https://openalex.org/W2130795633","https://openalex.org/W2151176647","https://openalex.org/W2170188482","https://openalex.org/W2178285720","https://openalex.org/W2325877089","https://openalex.org/W2466437385","https://openalex.org/W2491629412","https://openalex.org/W2510526387","https://openalex.org/W2544169802","https://openalex.org/W2654694421","https://openalex.org/W2727284572","https://openalex.org/W2755505246","https://openalex.org/W2757819956","https://openalex.org/W2789456460","https://openalex.org/W2790599878","https://openalex.org/W2793398353","https://openalex.org/W2886981542","https://openalex.org/W2907103302","https://openalex.org/W2944068553","https://openalex.org/W2998803561","https://openalex.org/W3012259108","https://openalex.org/W4220784833","https://openalex.org/W4229456537","https://openalex.org/W4241301024","https://openalex.org/W4318617778"],"related_works":["https://openalex.org/W4408073978","https://openalex.org/W2772135470","https://openalex.org/W4414971563","https://openalex.org/W4415357359","https://openalex.org/W4408532353","https://openalex.org/W2465013336","https://openalex.org/W4388938176","https://openalex.org/W4281671113","https://openalex.org/W4387186340","https://openalex.org/W3128942593"],"abstract_inverted_index":{"The":[0,135],"integration":[1],"of":[2,4,11,30,47,127,161,171],"Internet":[3,10],"Things":[5,13],"(IoT)":[6],"technologies,":[7],"particularly":[8],"the":[9,22,27,45,83,88,92,98,103,123,162],"Medical":[12],"(IoMT),":[14],"with":[15],"wireless":[16],"sensor":[17],"networks":[18],"(WSNs)":[19],"has":[20],"revolutionized":[21],"healthcare":[23,48],"industry.":[24],"However,":[25],"despite":[26],"undeniable":[28],"benefits":[29],"WSNs,":[31],"their":[32],"limited":[33],"communication":[34,150],"capabilities":[35,170],"and":[36,58,131,149,166],"network":[37,129,136],"congestion":[38],"have":[39],"emerged":[40],"as":[41],"critical":[42],"challenges":[43,54],"in":[44,70,122,125],"context":[46],"applications.":[49],"This":[50],"research":[51],"addresses":[52],"these":[53],"through":[55],"a":[56,144],"dynamic":[57,75,163],"on-demand":[59],"route-finding":[60],"protocol":[61,101,117],"called":[62],"P2P-IoMT,":[63],"based":[64,86],"on":[65,87,159],"LOADng":[66],"for":[67,108],"point-to-point":[68],"routing":[69,77,93,100],"IoMT.":[71],"To":[72],"reduce":[73],"congestion,":[74],"composite":[76],"metrics":[78,169],"allow":[79],"nodes":[80],"to":[81,153],"select":[82],"optimal":[84],"parent":[85,109],"application":[89],"requirements":[90],"during":[91],"discovery":[94],"phase.":[95],"Nodes":[96],"running":[97],"proposed":[99],"use":[102],"multi-criteria":[104],"decision-making":[105],"Skyline":[106],"technique":[107],"selection.":[110],"Experimental":[111],"evaluation":[112],"results":[113],"show":[114],"that":[115],"P2P-IoMT":[116],"outperforms":[118],"its":[119],"best":[120],"rivals":[121],"literature":[124],"terms":[126],"residual":[128],"energy":[130],"packet":[132,146],"delivery":[133,147],"ratio.":[134],"lifetime":[137],"is":[138],"extended":[139],"by":[140],"4%":[141],"while":[142],"achieving":[143],"comparable":[145],"ratio":[148],"delay":[151],"compared":[152],"LRRE.":[154],"These":[155],"performances":[156],"are":[157],"offered":[158],"top":[160],"path":[164],"selection":[165],"configurable":[167],"route":[168],"P2P-IoMT.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2023-11-23T00:00:00"}