{"id":"https://openalex.org/W2908249308","doi":"https://doi.org/10.1109/milcom.2018.8599809","title":"Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions","display_name":"Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2908249308","doi":"https://doi.org/10.1109/milcom.2018.8599809","mag":"2908249308"},"language":"en","primary_location":{"id":"doi:10.1109/milcom.2018.8599809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom.2018.8599809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5056480246","display_name":"Graham Bent","orcid":"https://orcid.org/0000-0003-0790-2093"},"institutions":[{"id":"https://openalex.org/I4210121844","display_name":"IBM (United Kingdom)","ror":"https://ror.org/02wat9f69","country_code":"GB","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210121844"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Graham Bent","raw_affiliation_strings":["ETS, IBM Research, Hursley, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETS, IBM Research, Hursley, UK","institution_ids":["https://openalex.org/I4210121844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114230284","display_name":"Geeth de Mel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geeth de Mel","raw_affiliation_strings":["IBM Research, Hartree Centre, Warrington, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Hartree Centre, Warrington, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011324325","display_name":"Raghu Ganti","orcid":"https://orcid.org/0000-0003-3658-7918"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghu Ganti","raw_affiliation_strings":["IBM TJ Watson Research Center, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103832183","display_name":"Tom La Porta","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tom La Porta","raw_affiliation_strings":["The Pennsylvania State University, University Park, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043630231","display_name":"Gavin Pearson","orcid":"https://orcid.org/0000-0002-0197-5833"},"institutions":[{"id":"https://openalex.org/I1339065421","display_name":"Defence Science and Technology Laboratory","ror":"https://ror.org/04jswqb94","country_code":"GB","type":"government","lineage":["https://openalex.org/I1306956679","https://openalex.org/I1339065421","https://openalex.org/I2802373619"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gavin Pearson","raw_affiliation_strings":["Defence Science and Technology Laboratory, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defence Science and Technology Laboratory, UK","institution_ids":["https://openalex.org/I1339065421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101545821","display_name":"Tien Pham","orcid":"https://orcid.org/0000-0003-1924-7604"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tien Pham","raw_affiliation_strings":["US Army Research Laboratory, Adelphi, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"US Army Research Laboratory, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011370879","display_name":"Sebastian Stein","orcid":"https://orcid.org/0000-0003-2858-8857"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sebastian Stein","raw_affiliation_strings":["University of Southampton, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014892027","display_name":"Leandros Tassiulas","orcid":"https://orcid.org/0000-0003-0932-774X"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leandros Tassiulas","raw_affiliation_strings":["Yale University, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073680362","display_name":"Ian Taylor","orcid":"https://orcid.org/0000-0001-5040-0772"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Taylor","raw_affiliation_strings":["Cardiff University, Cardiff, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"1080","last_page":"1085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9993000030517578,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9993000030517578,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9962000250816345,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9939000010490417,"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":0.838655948638916},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6096698641777039},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5993273258209229},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.5909327268600464},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5890775322914124},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5803734064102173},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5234498381614685},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.49195095896720886},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36913806200027466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36675429344177246},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.27206116914749146},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2109449803829193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838655948638916},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6096698641777039},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5993273258209229},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.5909327268600464},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5890775322914124},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5803734064102173},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5234498381614685},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.49195095896720886},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36913806200027466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36675429344177246},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27206116914749146},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2109449803829193},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/milcom.2018.8599809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom.2018.8599809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:428319","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/428319/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W215825141","https://openalex.org/W1583617123","https://openalex.org/W1631323134","https://openalex.org/W1699100222","https://openalex.org/W1924770834","https://openalex.org/W1965648595","https://openalex.org/W1972245884","https://openalex.org/W1978948216","https://openalex.org/W1983627244","https://openalex.org/W2008503861","https://openalex.org/W2018802318","https://openalex.org/W2047083135","https://openalex.org/W2059706322","https://openalex.org/W2105177639","https://openalex.org/W2112523971","https://openalex.org/W2127944251","https://openalex.org/W2137271991","https://openalex.org/W2145004094","https://openalex.org/W2149804187","https://openalex.org/W2153579005","https://openalex.org/W2167468515","https://openalex.org/W2193188783","https://openalex.org/W2408142315","https://openalex.org/W2437053200","https://openalex.org/W2508573783","https://openalex.org/W2550529331","https://openalex.org/W2782961382","https://openalex.org/W2962756421","https://openalex.org/W2963026732","https://openalex.org/W4233030948","https://openalex.org/W4254057056","https://openalex.org/W4289146965","https://openalex.org/W4294170691","https://openalex.org/W6605366388","https://openalex.org/W6637531101","https://openalex.org/W6677303844","https://openalex.org/W6682691769","https://openalex.org/W6687314481"],"related_works":["https://openalex.org/W2656997359","https://openalex.org/W2022021367","https://openalex.org/W1973385172","https://openalex.org/W4240110559","https://openalex.org/W2083510688","https://openalex.org/W2294820933","https://openalex.org/W4319430762","https://openalex.org/W2804137150","https://openalex.org/W2119515360","https://openalex.org/W2804154309"],"abstract_inverted_index":{"A":[0],"key":[1],"challenge":[2],"in":[3,6,25,55,112,122],"performing":[4],"analytics":[5],"distributed":[7],"environments":[8],"is":[9],"to":[10,14,19,60,91,102,128,147,151],"automatically":[11,148],"compose":[12],"services":[13,101],"dynamically":[15],"match":[16],"operational":[17],"tasks":[18,154],"information":[20,77],"requirements,":[21],"accounting":[22],"for":[23],"impact,":[24],"a":[26,117],"many-to-many":[27],"temporally":[28],"and":[29,32,37,49,67,125,140],"spatially":[30],"complicated":[31],"complex":[33],"situations.":[34],"In":[35,84],"dynamic":[36],"agile":[38],"environments,":[39,43],"such":[40,138],"as":[41],"coalition":[42],"the":[44,47,61,65,82,92,106,123],"state":[45,76],"of":[46,64,81,120,163],"network":[48,66],"resources":[50],"cannot":[51],"be":[52,88,103],"completely":[53],"known":[54],"advance":[56],"nor":[57],"controlled":[58],"due":[59],"evolving":[62],"nature":[63],"constraints":[68],"that":[69,94,137],"may":[70,87],"preclude":[71],"partners":[72],"from":[73],"accessing":[74],"complete":[75],"about":[78],"different":[79],"parts":[80],"system.":[83],"addition,":[85],"there":[86],"requests":[89],"made":[90,98],"system":[93,166],"have":[95],"not":[96],"been":[97],"before,":[99],"requiring":[100],"created":[104],"on":[105,156],"fly.":[107],"Motivated":[108],"by":[109,160],"these":[110],"observations,":[111],"this":[113],"paper,":[114],"we":[115],"present":[116],"critical":[118],"analysis":[119],"gaps":[121],"state-of-the-art":[124],"our":[126],"vision":[127],"address":[129],"those":[130],"through":[131],"novel":[132],"theoretical":[133],"contributions.":[134],"We":[135],"envision":[136],"formalized":[139],"theorized":[141],"fundamentals":[142],"will":[143],"enable":[144],"service":[145],"elements":[146],"configure":[149],"themselves":[150],"perform":[152],"analytic":[153],"based":[155],"user":[157,168],"specified":[158],"goals":[159],"taking":[161],"account":[162],"context-be":[164],"it":[165],"or":[167],"context.":[169]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
