{"id":"https://openalex.org/W2972052161","doi":"https://doi.org/10.1145/3344948.3344987","title":"Towards an architecture for big data analytics leveraging edge/fog paradigms","display_name":"Towards an architecture for big data analytics leveraging edge/fog paradigms","publication_year":2019,"publication_date":"2019-09-05","ids":{"openalex":"https://openalex.org/W2972052161","doi":"https://doi.org/10.1145/3344948.3344987","mag":"2972052161"},"language":"en","primary_location":{"id":"doi:10.1145/3344948.3344987","doi":"https://doi.org/10.1145/3344948.3344987","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3344948.3344987","pdf_url":null,"source":{"id":"https://openalex.org/S4306418348","display_name":"European Conference on Software Architecture","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th European Conference on Software Architecture - Volume 2","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5009717155","display_name":"Josu D\u00edaz-de-Arcaya","orcid":"https://orcid.org/0000-0003-0900-1643","observed_orcids":["https://orcid.org/0000-0003-0900-1643"]},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josu D\u00edaz-de-Arcaya","raw_affiliation_strings":["TECNALIA, Derio, Vizcaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TECNALIA, Derio, Vizcaya","institution_ids":["https://openalex.org/I4210113430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091829566","display_name":"Ra\u00fal Mi\u00f1\u00f3n","orcid":"https://orcid.org/0000-0002-4319-0727","observed_orcids":["https://orcid.org/0000-0002-4319-0727"]},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ra\u00fcl Mi\u00f1on","raw_affiliation_strings":["TECNALIA, Derio, Vizcaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TECNALIA, Derio, Vizcaya","institution_ids":["https://openalex.org/I4210113430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019233571","display_name":"Ana I. Torre-Bastida","orcid":"https://orcid.org/0000-0003-3005-1100","observed_orcids":["https://orcid.org/0000-0003-3005-1100"]},"institutions":[{"id":"https://openalex.org/I4210113430","display_name":"Tecnalia","ror":"https://ror.org/02fv8hj62","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210113430"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana I. Torre-Bastida","raw_affiliation_strings":["TECNALIA, Derio, Vizcaya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TECNALIA, Derio, Vizcaya","institution_ids":["https://openalex.org/I4210113430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210113430"],"apc_list":null,"apc_paid":null,"fwci":1.6853,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84312279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9976000189781189,"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":0.9976000189781189,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.0007999999797903001,"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"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":9.999999747378752e-05,"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/edge-computing","display_name":"edge computing","score":0.9929999709129333},{"id":"https://openalex.org/keywords/fog-computing","display_name":"fog computing","score":1.0},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.9860000014305115},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.6620000004768372},{"id":"https://openalex.org/keywords/resource-optimization","display_name":"resource optimization","score":0.7760000228881836},{"id":"https://openalex.org/keywords/orchestration","display_name":"orchestration","score":0.7760000228881836},{"id":"https://openalex.org/keywords/performance-monitoring","display_name":"performance monitoring","score":0.843999981880188},{"id":"https://openalex.org/keywords/task-redistribution","display_name":"task redistribution","score":0.9110000133514404},{"id":"https://openalex.org/keywords/data-ingestion","display_name":"data ingestion","score":0.3619999885559082}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8435881733894348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8209719657897949},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7981073260307312},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6663861274719238},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6377521753311157},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5746789574623108},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5635442733764648},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5044764280319214},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.44522824883461},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42704761028289795},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2575731873512268},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21372103691101074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08698558807373047},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3344948.3344987","doi":"https://doi.org/10.1145/3344948.3344987","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3344948.3344987","pdf_url":null,"source":{"id":"https://openalex.org/S4306418348","display_name":"European Conference on Software Architecture","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th European Conference on Software Architecture - Volume 2","raw_type":"proceedings-article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/2727","doi":null,"is_oa":false,"landing_page_url":"https://www.scopus.com/pages/publications/85081946473","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference output"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1635892993","https://openalex.org/W2045371716","https://openalex.org/W2105947650","https://openalex.org/W2114296561","https://openalex.org/W2119738171","https://openalex.org/W2146749986","https://openalex.org/W2159128662","https://openalex.org/W2163961697","https://openalex.org/W2189465200","https://openalex.org/W2416799949","https://openalex.org/W2472333518","https://openalex.org/W2566979091","https://openalex.org/W2775825833","https://openalex.org/W2916710319","https://openalex.org/W2918486649","https://openalex.org/W2941183459","https://openalex.org/W4240085721"],"related_works":["https://openalex.org/W4390601460","https://openalex.org/W2769358479","https://openalex.org/W2528187657","https://openalex.org/W4285420149","https://openalex.org/W4233237307","https://openalex.org/W2901261547","https://openalex.org/W1926090661","https://openalex.org/W7081705704","https://openalex.org/W4400611938","https://openalex.org/W2908293320"],"abstract_inverted_index":{"An":[0],"industry":[1],"transformation":[2],"is":[3,53,92,101,112,139],"being":[4],"boosted":[5],"by":[6,83,128],"Big":[7,15],"Data":[8,16],"and":[9,30,58,61,66,77,94],"Cloud":[10,31,45],"technologies.":[11],"We":[12],"present":[13],"a":[14,163],"architecture,":[17,108],"which":[18],"expands":[19],"the":[20,27,40,44,51,56,62,85,90,96,115,119,125,143,149,168],"life":[21],"cycle":[22],"of":[23,39,42,98,117,121,145,151],"data":[24,91],"processing":[25],"through":[26],"Edge,":[28],"Fog":[29,52],"computing":[32,99,131],"layers.":[33],"The":[34,68],"proposed":[35,69,113],"architecture":[36,70],"takes":[37],"advantage":[38],"strengths":[41],"each:":[43],"layer":[46],"executes":[47],"heavy":[48],"analytical":[49,122],"processes,":[50],"responsible":[54],"for":[55],"ingestion":[57],"performing":[59],"aggregations,":[60],"Edge":[63],"manages":[64],"devices":[65],"actuators.":[67],"tackles":[71],"two":[72],"main":[73],"goals,":[74],"1)":[75],"latencies":[76],"response":[78],"times":[79],"can":[80],"be":[81,160],"reduced":[82],"bringing":[84],"analytics":[86],"closer":[87],"to":[88,105,135,141,154],"where":[89],"generated":[93],"2)":[95],"use":[97],"resources":[100],"optimised.":[102],"In":[103,133],"order":[104],"conceptualise":[106],"this":[107],"an":[109],"orchestration":[110],"module":[111,138],"with":[114],"goal":[116],"optimising":[118],"deployment":[120],"workloads":[123,147],"across":[124],"three":[126],"layers,":[127],"evaluating":[129],"their":[130],"resources.":[132],"addition":[134],"this,":[136],"another":[137],"designed":[140],"monitor":[142],"performance":[144],"such":[146],"allowing":[148],"redistribution":[150],"tasks":[152],"assigned":[153],"each":[155],"node.":[156],"These":[157],"modules":[158],"will":[159],"implemented":[161],"in":[162,167],"real":[164],"case":[165],"scenario":[166],"train":[169],"domain.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2019-09-12T00:00:00"}
