{"id":"https://openalex.org/W2945931380","doi":"https://doi.org/10.5220/0007695000680080","title":"A Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-board Devices","display_name":"A Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-board Devices","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945931380","doi":"https://doi.org/10.5220/0007695000680080","mag":"2945931380"},"language":"en","primary_location":{"id":"doi:10.5220/0007695000680080","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007695000680080","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007695000680080","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078120635","display_name":"Remo Scolati","orcid":null},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Remo Scolati","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035964342","display_name":"Ilenia Fronza","orcid":"https://orcid.org/0000-0003-0224-2452"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilenia Fronza","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024294410","display_name":"Nabil El Ioini","orcid":"https://orcid.org/0000-0002-1288-1082"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nabil El Ioini","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047320671","display_name":"Areeg Samir","orcid":null},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Areeg Samir","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003596976","display_name":"Claus Pahl","orcid":"https://orcid.org/0000-0002-9049-212X"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claus Pahl","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano and Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3225,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.96813758,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9980999827384949,"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":0.9976999759674072,"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/cloud-computing","display_name":"Cloud computing","score":0.8580489754676819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7946231961250305},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5845815539360046},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5367143750190735},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5272813439369202},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5162096619606018},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5086485147476196},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5028902888298035},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.36139535903930664},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3458898365497589}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8580489754676819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7946231961250305},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5845815539360046},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5367143750190735},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5272813439369202},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5162096619606018},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5086485147476196},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5028902888298035},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.36139535903930664},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3458898365497589},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5220/0007695000680080","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007695000680080","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.39UBZ_INST:11284258290001241","is_oa":false,"landing_page_url":"https://www.scitepress.org/PublicationsDetail.aspx?ID=vuLolYIdi60=&t=1","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:orbilu.uni.lu:10993/42057","is_oa":false,"landing_page_url":"https://orbilu.uni.lu/handle/10993/42057","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"A Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-Board Devices, 1--25 (2019); The 9th International Conference on Cloud Computing and Services Science (CLOSER), 2019","raw_type":"peer reviewed"},{"id":"pmh:oai:unibz.it:11284258290001241","is_oa":false,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/A-Containerized-Big-Data-Streaming-Architecture/991006425797401241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5220/0007695000680080","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007695000680080","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1924994176","https://openalex.org/W2039724126","https://openalex.org/W2145729830","https://openalex.org/W2317840569","https://openalex.org/W2462858652","https://openalex.org/W2466766619","https://openalex.org/W2489391232","https://openalex.org/W2526266858","https://openalex.org/W2533866537","https://openalex.org/W2559753769","https://openalex.org/W2623499016","https://openalex.org/W2766830306","https://openalex.org/W2793142602","https://openalex.org/W2794512073","https://openalex.org/W2794737592","https://openalex.org/W2799310732","https://openalex.org/W2807274555","https://openalex.org/W2809949080","https://openalex.org/W2897842237","https://openalex.org/W2909966399","https://openalex.org/W2962723569","https://openalex.org/W3102406004"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"The":[0],"constant":[1],"increase":[2],"of":[3,6,11,63,69,89,93,107,160,167,174,181,199,210,233],"the":[4,18,30,41,61,82,87,91,103,147,158,161,165,168,188,200,207,211,217,221,229],"amount":[5,92],"data":[7,50,94],"generated":[8],"by":[9,172,220],"Internet":[10],"Things":[12],"(IoT)":[13],"devices":[14],"creates":[15],"challenges":[16],"for":[17,74,192],"supporting":[19],"cloud":[20,43,57],"infrastructure,":[21],"which":[22,95,127,186,203],"is":[23,131,150,223],"often":[24],"used":[25,151],"to":[26,54,97,115,152,216,227],"process":[27],"and":[28,48,66,79,117,122,143,156,179,231],"store":[29],"data.":[31],"This":[32],"work":[33],"focuses":[34],"on":[35,40,113,126,138],"an":[36,119,193,197],"alternative":[37],"approach,":[38],"based":[39,137],"edge":[42],"computing":[44],"model,":[45],"i.e.,":[46],"processing":[47],"filtering":[49],"before":[51],"transferring":[52],"it":[53],"a":[55,64,105,128,140],"backing":[56],"infrastructure.":[58],"We":[59,163],"describe":[60],"implementation":[62],"low-power":[65],"low-cost":[67],"cluster":[68,106],"single":[70],"board":[71],"computers":[72],"(SBC)":[73],"this":[75],"context,":[76],"applying":[77],"models":[78],"technologies":[80],"from":[81],"Big":[83],"Data":[84],"domain":[85],"with":[86,214],"aim":[88],"reducing":[90],"has":[96],"be":[98,184],"transferred":[99],"elsewhere.":[100],"To":[101],"implement":[102],"system,":[104,169],"Raspberry":[108],"Pis":[109],"was":[110],"built,":[111],"relying":[112],"Docker":[114],"containerize":[116],"deploy":[118],"Apache":[120,123],"Hadoop":[121],"Spark":[124],"cluster,":[125],"test":[129],"application":[130],"then":[132],"executed.":[133],"A":[134],"monitoring":[135,142],"stack":[136],"Prometheus,":[139],"popular":[141],"alerting":[144],"tool":[145],"in":[146,225],"cloud-native":[148],"industry,":[149],"gather":[153],"system":[154],"metrics":[155],"analyze":[157],"performance":[159],"setup.":[162],"evaluate":[164],"complexity":[166],"showing":[170],"that":[171],"means":[173],"containerization":[175],"increased":[176],"fault":[177],"tolerance":[178],"ease":[180],"maintenance":[182],"can":[183],"achieved,":[185],"makes":[187],"proposed":[189,212,234],"solution":[190,213],"suitable":[191],"industrial":[194],"environment.":[195],"Furthermore,":[196],"analysis":[198],"overall":[201],"performance,":[202],"takes":[204],"into":[205],"account":[206],"resource":[208],"usage":[209],"regards":[215],"constraints":[218],"imposed":[219],"devices,":[222],"presented":[224],"order":[226],"discuss":[228],"capabilities":[230],"limitations":[232],"architecture.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}