{"id":"https://openalex.org/W1485969012","doi":"https://doi.org/10.3233/ais-140274","title":"Learning distributed deployment and configuration trade-offs for context-aware applications in Intelligent Environments","display_name":"Learning distributed deployment and configuration trade-offs for context-aware applications in Intelligent Environments","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1485969012","doi":"https://doi.org/10.3233/ais-140274","mag":"1485969012"},"language":"en","primary_location":{"id":"doi:10.3233/ais-140274","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-140274","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/bitstream/123456789/462726/1/fulltext.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039595706","display_name":"Zubair Wadood Bhatti","orcid":null},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Zubair Wadood Bhatti","raw_affiliation_strings":["iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018642727","display_name":"Nayyab Zia Naqvi","orcid":null},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nayyab Zia Naqvi","raw_affiliation_strings":["iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028108014","display_name":"Arun Ramakrishnan","orcid":"https://orcid.org/0000-0002-4308-4967"},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Arun Ramakrishnan","raw_affiliation_strings":["iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069939159","display_name":"Davy Preuveneers","orcid":"https://orcid.org/0000-0001-6279-4430"},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Davy Preuveneers","raw_affiliation_strings":["iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112215809","display_name":"Yolande Berbers","orcid":null},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Yolande Berbers","raw_affiliation_strings":["iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds-DistriNet, Department of Computer Science, KU Leuven, Belgium. E-mail: {zubairwadood.bhatti,nayyab.naqvi,arun.ramakrishnan,davy.preuveneers, yolande.berbers}@cs.kuleuven.be","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039595706"],"corresponding_institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.4392,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83043216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"5","first_page":"541","last_page":"559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9886999726295471,"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":0.8855593204498291},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8676117658615112},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6452978253364563},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5184959173202515},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39369070529937744},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33506375551223755},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.27372944355010986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8855593204498291},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8676117658615112},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6452978253364563},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5184959173202515},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39369070529937744},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33506375551223755},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27372944355010986},{"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":2,"locations":[{"id":"doi:10.3233/ais-140274","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-140274","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/462726","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/462726/1/fulltext.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments, vol. 6 (5), Art.No. 5, (541-559)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/462726","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/462726/1/fulltext.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments, vol. 6 (5), Art.No. 5, (541-559)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W98188630","https://openalex.org/W182605591","https://openalex.org/W1493834492","https://openalex.org/W1566376227","https://openalex.org/W1591988049","https://openalex.org/W1604589174","https://openalex.org/W1703525521","https://openalex.org/W1726358798","https://openalex.org/W1826748311","https://openalex.org/W1834093633","https://openalex.org/W1847526739","https://openalex.org/W1966781291","https://openalex.org/W1972012147","https://openalex.org/W1980243742","https://openalex.org/W1980314979","https://openalex.org/W1986808060","https://openalex.org/W1997188340","https://openalex.org/W2009332124","https://openalex.org/W2010788560","https://openalex.org/W2012423440","https://openalex.org/W2017558452","https://openalex.org/W2017634428","https://openalex.org/W2023419890","https://openalex.org/W2028622255","https://openalex.org/W2030983623","https://openalex.org/W2073105339","https://openalex.org/W2083911832","https://openalex.org/W2086992057","https://openalex.org/W2087422403","https://openalex.org/W2102282908","https://openalex.org/W2104237724","https://openalex.org/W2108458506","https://openalex.org/W2113451970","https://openalex.org/W2122410182","https://openalex.org/W2125614502","https://openalex.org/W2131147042","https://openalex.org/W2135099885","https://openalex.org/W2141031376","https://openalex.org/W2142502415","https://openalex.org/W2152724006","https://openalex.org/W2169326429","https://openalex.org/W2198098822","https://openalex.org/W2236294879","https://openalex.org/W2239724362","https://openalex.org/W2326471740","https://openalex.org/W2521425361","https://openalex.org/W2602956630","https://openalex.org/W2951142775","https://openalex.org/W2994964425","https://openalex.org/W3021909058","https://openalex.org/W3143378422","https://openalex.org/W3175528684","https://openalex.org/W4238795955","https://openalex.org/W4254211330","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2355862304","https://openalex.org/W2021850411","https://openalex.org/W4312263439","https://openalex.org/W2356108042","https://openalex.org/W2030250808","https://openalex.org/W2376796979","https://openalex.org/W2379418341","https://openalex.org/W2380054981","https://openalex.org/W1969481115","https://openalex.org/W2393110101"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,17,138,172,176,202,210,216,220],"Things":[3],"(IoT)":[4],"is":[5,53,75,110],"rapidly":[6],"gaining":[7],"ground":[8],"as":[9],"can":[10],"be":[11],"witnessed":[12],"by":[13],"the":[14,18,84,143,170,197,200,207,214],"pervasive":[15],"presence":[16,215],"many":[19,124],"things":[20],"or":[21],"objects":[22,33,72],"around":[23,142],"us":[24],"that":[25,95,123,131],"turn":[26],"our":[27,188,203],"surroundings":[28],"into":[29],"Intelligent":[30,120],"Environments.":[31],"These":[32],"interact":[34],"on":[35,190],"a":[36,76,101,148,157,164],"large":[37],"scale":[38],"in":[39,100,179,213],"wired":[40],"and":[41,44,57,64,73,89,106,126,130,168,194,196,224],"wireless":[42],"sensor":[43],"actuator":[45],"networks":[46],"using":[47,116],"advanced":[48],"communication":[49],"protocols.":[50],"Hence,":[51],"IoT":[52,154,177,211],"an":[54],"open":[55],"ended":[56],"highly":[58],"dynamic":[59,105],"ecosystem":[60],"with":[61,104],"heterogeneous":[62,107],"workloads":[63],"fluctuating":[65],"resource":[66,108,125],"availability.":[67],"Distributed":[68],"intelligence":[69,98],"for":[70,80,119,135,152],"smart":[71,102,153],"platforms":[74],"vital":[77],"enabling":[78],"factor":[79],"IoT,":[81],"but":[82],"finding":[83],"best":[85],"strategy":[86],"to":[87,166,181,205],"deploy":[88],"configure":[90],"applications":[91,118,139,155,178,212],"\u2013":[92,99],"especially":[93],"those":[94],"require":[96],"contextual":[97],"environment":[103],"availability":[109],"far":[111],"from":[112],"straightforward.":[113],"Our":[114],"experiments":[115],"context-aware":[117],"Environments":[121],"show":[122],"performance":[127],"trade-offs":[128,171],"exist":[129],"current":[132],"deployment":[133,174,209],"schemes":[134,175],"these":[136],"kind":[137],"are":[140],"rough":[141],"edges.":[144],"We":[145,186],"illustrate":[146],"how":[147],"modular":[149],"design":[150],"philosophy":[151],"enables":[156],"more":[158],"optimal":[159],"deployments.":[160],"Furthermore,":[161],"we":[162],"present":[163],"methodology":[165,189],"inspect":[167],"learn":[169],"different":[173,191],"order":[180],"autonomously":[182],"optimize":[183],"their":[184],"configuration.":[185],"validated":[187],"use":[192],"cases":[193],"scenarios,":[195],"results":[198],"demonstrate":[199],"feasibility":[201],"approach":[204],"automate":[206],"efficient":[208],"multiple":[217],"conflicting":[218],"Quality":[219],"Service":[221],"(QoS)":[222],"objectives":[223],"varying":[225],"runtime":[226],"circumstances.":[227]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-29T06:10:49.150238","created_date":"2025-10-10T00:00:00"}