{"id":"https://openalex.org/W3198714350","doi":"https://doi.org/10.1109/lcn52139.2021.9525021","title":"Predictive Analytics Integrated Multi-level Optimization of Offshore Connectivity in Ocean Network","display_name":"Predictive Analytics Integrated Multi-level Optimization of Offshore Connectivity in Ocean Network","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3198714350","doi":"https://doi.org/10.1109/lcn52139.2021.9525021","mag":"3198714350"},"language":"en","primary_location":{"id":"doi:10.1109/lcn52139.2021.9525021","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn52139.2021.9525021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 46th Conference on Local Computer Networks (LCN)","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/A5034004706","display_name":"Simi Surendran","orcid":"https://orcid.org/0000-0001-7018-9476"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Simi Surendran","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103213434","display_name":"Maneesha Vinodini Ramesh","orcid":"https://orcid.org/0000-0002-3584-7143"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Maneesha Vinodini Ramesh","raw_affiliation_strings":["Amrita Center for Wireless Networks & Applications(Amrita WNA), Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Center for Wireless Networks & Applications(Amrita WNA), Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045508421","display_name":"Alberto Montresor","orcid":"https://orcid.org/0000-0001-5820-8216"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Montresor","raw_affiliation_strings":["University of Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6775,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69202492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"621","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9973999857902527,"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/T12042","display_name":"Satellite Communication Systems","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7412914037704468},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5444047451019287},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5009825229644775},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47810667753219604},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.41550761461257935},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4125269055366516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12962409853935242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7412914037704468},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5444047451019287},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5009825229644775},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47810667753219604},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41550761461257935},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4125269055366516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12962409853935242},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcn52139.2021.9525021","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn52139.2021.9525021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 46th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/325291","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/325291","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1580919682","https://openalex.org/W1997755736","https://openalex.org/W2015673735","https://openalex.org/W2018438786","https://openalex.org/W2039216363","https://openalex.org/W2044412513","https://openalex.org/W2085356235","https://openalex.org/W2097174445","https://openalex.org/W2101455523","https://openalex.org/W2130509337","https://openalex.org/W2148577786","https://openalex.org/W2156666755","https://openalex.org/W2161429738","https://openalex.org/W2167454821","https://openalex.org/W2168790602","https://openalex.org/W2216654401","https://openalex.org/W2310249834","https://openalex.org/W2422296277","https://openalex.org/W2588306196","https://openalex.org/W2608023730","https://openalex.org/W2734657962","https://openalex.org/W2943717074","https://openalex.org/W3020935796","https://openalex.org/W3047576241","https://openalex.org/W4246448323","https://openalex.org/W6682459407","https://openalex.org/W6684636379"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365","https://openalex.org/W3139395509"],"abstract_inverted_index":{"One":[0],"of":[1,5,14,61,93],"the":[2,12,19,32,59,97,117,120,128,132],"primary":[3],"difficulties":[4],"fishermen":[6],"engaged":[7],"in":[8,116,127,147],"deep-sea":[9],"fishing":[10,36],"is":[11,40,55],"lack":[13,60],"effective":[15],"communication":[16,144],"systems":[17],"to":[18,58,75,89,103],"shore.":[20],"The":[21,109,138],"Offshore":[22],"Communication":[23],"Network(OCN)":[24],"resolves":[25],"this":[26],"problem":[27],"by":[28],"providing":[29],"Internet":[30],"over":[31],"ocean":[33],"through":[34],"a":[35,41,73,80,86],"vessel":[37],"network.":[38],"OCN":[39,77],"multi-layered":[42],"architecture":[43],"with":[44,79],"heterogeneous":[45],"connectivity":[46,78,105],"ranges,":[47],"directionality,":[48],"resources,":[49],"and":[50,67,113],"mobility":[51],"patterns.":[52],"Connectivity":[53],"maintenance":[54],"challenging":[56],"due":[57],"infrastructure,":[62],"expanded":[63],"mobility,":[64],"network":[65,129],"sparsity,":[66],"sea-wave-induced":[68],"movements.":[69],"This":[70],"paper":[71],"discusses":[72],"framework":[74],"improve":[76],"multi-level":[81],"optimization":[82,141],"strategy.":[83],"We":[84],"propose":[85],"predictive":[87],"model":[88],"generate":[90],"real-time":[91],"forecasts":[92],"link":[94],"status.":[95],"At":[96],"physical":[98],"level,":[99],"node":[100],"position":[101],"re-orientations":[102],"higher":[104],"locations":[106],"are":[107],"suggested.":[108],"transmission":[110],"queue":[111],"management":[112],"prioritized":[114],"scheduling":[115],"link-layer":[118],"minimize":[119],"queuing":[121],"delay.":[122],"A":[123],"reinforcement":[124],"routing":[125],"strategy":[126],"layer":[130],"determines":[131],"best":[133],"next-hop":[134],"for":[135],"message":[136],"dissemination.":[137],"proposed":[139],"three-level":[140],"approach":[142],"facilitates":[143],"capability":[145],"enhancement":[146],"OCN.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}