{"id":"https://openalex.org/W2578100343","doi":"https://doi.org/10.1109/samos.2016.7818362","title":"Performance and energy evaluation of spark applications on low-power SoCs","display_name":"Performance and energy evaluation of spark applications on low-power SoCs","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2578100343","doi":"https://doi.org/10.1109/samos.2016.7818362","mag":"2578100343"},"language":"en","primary_location":{"id":"doi:10.1109/samos.2016.7818362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/samos.2016.7818362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/SAMOS.2016.7818362","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009279802","display_name":"Ioannis Stamelos","orcid":"https://orcid.org/0000-0001-9440-3633"},"institutions":[{"id":"https://openalex.org/I4210144519","display_name":"Institute of Communication and Computer Systems","ror":"https://ror.org/0483fn738","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210144519"]},{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis Stamelos","raw_affiliation_strings":["Institute of Communication and Computer Systems (ICCS/NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Communication and Computer Systems (ICCS/NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043131021","display_name":"Dimitrios Soudris","orcid":"https://orcid.org/0000-0002-6930-6847"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Soudris","raw_affiliation_strings":["National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105515446","display_name":"Christoforos Kachris","orcid":"https://orcid.org/0000-0003-0818-1902"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christoforos Kachris","raw_affiliation_strings":["National Technical University of Athens (NTUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens (NTUA), Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009279802"],"corresponding_institution_ids":["https://openalex.org/I174458059","https://openalex.org/I4210144519"],"apc_list":null,"apc_paid":null,"fwci":1.3861,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88012335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9987999796867371,"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/spark","display_name":"SPARK (programming language)","score":0.7456529140472412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729658842086792},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7213772535324097},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.6384668350219727},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5996554493904114},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5145944356918335},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4550498425960541},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.422504186630249},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.41968581080436707},{"id":"https://openalex.org/keywords/electrical-efficiency","display_name":"Electrical efficiency","score":0.4117189347743988},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.34428325295448303},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14394038915634155},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12070101499557495}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7456529140472412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729658842086792},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7213772535324097},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.6384668350219727},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5996554493904114},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5145944356918335},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4550498425960541},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.422504186630249},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.41968581080436707},{"id":"https://openalex.org/C118993495","wikidata":"https://www.wikidata.org/wiki/Q5042828","display_name":"Electrical efficiency","level":3,"score":0.4117189347743988},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34428325295448303},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14394038915634155},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12070101499557495},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/samos.2016.7818362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/samos.2016.7818362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:801524","is_oa":true,"landing_page_url":"https://doi.org/10.1109/SAMOS.2016.7818362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:801524","is_oa":true,"landing_page_url":"https://doi.org/10.1109/SAMOS.2016.7818362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313716","display_name":"Canadian Institute of Steel Construction","ror":"https://ror.org/04w9bz196"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1844153653","https://openalex.org/W1905098031","https://openalex.org/W1966241942","https://openalex.org/W1966340477","https://openalex.org/W1968881927","https://openalex.org/W2006312753","https://openalex.org/W2058012923","https://openalex.org/W2110422349","https://openalex.org/W2131975293","https://openalex.org/W2144857621","https://openalex.org/W2145904766","https://openalex.org/W2198342846","https://openalex.org/W2416173365","https://openalex.org/W2498543794","https://openalex.org/W3004531541","https://openalex.org/W4255812374","https://openalex.org/W6679815717"],"related_works":["https://openalex.org/W3015859229","https://openalex.org/W2230552005","https://openalex.org/W1975949872","https://openalex.org/W2388464034","https://openalex.org/W3159871278","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W3109411864","https://openalex.org/W2533125852","https://openalex.org/W3006216828"],"abstract_inverted_index":{"Microservers":[0,28],"have":[1,119],"recently":[2],"gained":[3],"attention":[4],"as":[5,21],"low-cost,":[6],"low":[7],"power,":[8],"reduced":[9],"footprint":[10],"servers":[11,48],"that":[12,42,99,116],"are":[13,34,100],"mainly":[14,35],"based":[15,29],"on":[16,30,69],"energy":[17,94,128],"efficient":[18],"processors":[19,33,134],"such":[20],"the":[22,64,78,93,106,120],"ones":[23],"used":[24,101,136],"in":[25,82,102,137],"embedded":[26,32,103],"systems.":[27],"low-power":[31,47,70,97,117],"targeting":[36],"lightweight":[37],"applications":[38,41],"or":[39],"parallel":[40],"benefit":[43],"most":[44,79],"from":[45],"individual":[46],"with":[49],"sufficient":[50],"I/O":[51],"between":[52],"nodes":[53],"rather":[54],"than":[55],"high":[56,132],"performance":[57,113,133],"processors.":[58,72],"In":[59],"this":[60],"paper":[61],"we":[62],"evaluate":[63,92],"mapping":[65],"of":[66,77,96,108],"Apache":[67,73],"Spark":[68,74,110],"SoC-based":[71],"is":[75],"one":[76],"widely":[80],"framework":[81],"cloud":[83],"computing":[84],"for":[85,105],"batch":[86],"and":[87],"streaming":[88],"data":[89,138],"analytics.":[90],"We":[91],"efficiency":[95,129],"SoCs":[98,118],"system":[104],"execution":[107],"several":[109],"applications.":[111],"The":[112],"evaluation":[114],"shows":[115],"potential":[121],"to":[122,125,131],"offer":[123],"up":[124],"3x":[126],"higher":[127],"compared":[130],"typically":[135],"centers.":[139]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
