{"id":"https://openalex.org/W3096138816","doi":"https://doi.org/10.3390/s20216335","title":"Evaluation of Clustering Algorithms on GPU-Based Edge Computing Platforms","display_name":"Evaluation of Clustering Algorithms on GPU-Based Edge Computing Platforms","publication_year":2020,"publication_date":"2020-11-06","ids":{"openalex":"https://openalex.org/W3096138816","doi":"https://doi.org/10.3390/s20216335","mag":"3096138816","pmid":"https://pubmed.ncbi.nlm.nih.gov/33172017"},"language":"en","primary_location":{"id":"doi:10.3390/s20216335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216335","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6335/pdf?version=1604654335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/21/6335/pdf?version=1604654335","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088468258","display_name":"Jos\u00e9 M. Cecilia","orcid":"https://orcid.org/0000-0001-5648-214X"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 M. Cecilia","raw_affiliation_strings":["Computer Engineering Department (DISCA), Universitat Polit\u00e9cnica de Valencia (UPV), 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5648-214X","affiliations":[{"raw_affiliation_string":"Computer Engineering Department (DISCA), Universitat Polit\u00e9cnica de Valencia (UPV), 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086152745","display_name":"Juan\u2010Carlos Cano","orcid":"https://orcid.org/0000-0002-0038-0539"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan-Carlos Cano","raw_affiliation_strings":["Computer Engineering Department (DISCA), Universitat Polit\u00e9cnica de Valencia (UPV), 46022 Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0038-0539","affiliations":[{"raw_affiliation_string":"Computer Engineering Department (DISCA), Universitat Polit\u00e9cnica de Valencia (UPV), 46022 Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078388196","display_name":"Juan Morales-Garc\u00eda","orcid":"https://orcid.org/0000-0003-0008-4825"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Morales-Garc\u00eda","raw_affiliation_strings":["Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0008-4825","affiliations":[{"raw_affiliation_string":"Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062127676","display_name":"Antonio Llanes","orcid":"https://orcid.org/0000-0002-9802-4240"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Llanes","raw_affiliation_strings":["Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9802-4240","affiliations":[{"raw_affiliation_string":"Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028232016","display_name":"Baldomero Imbern\u00f3n","orcid":"https://orcid.org/0000-0002-2758-8364"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Baldomero Imbern\u00f3n","raw_affiliation_strings":["Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2758-8364","affiliations":[{"raw_affiliation_string":"Computer Science Department, Universidad Cat\u00f3lica de Murcia (UCAM), 30107 Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088468258"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.0092,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87728547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"20","issue":"21","first_page":"6335","last_page":"6335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9909999966621399,"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":0.9909999966621399,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7172964215278625},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6611123085021973},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5819157361984253},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5442708730697632},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4951869547367096},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.4432956278324127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16337251663208008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7172964215278625},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6611123085021973},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5819157361984253},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5442708730697632},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4951869547367096},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4432956278324127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16337251663208008}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/s20216335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216335","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6335/pdf?version=1604654335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33172017","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33172017","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:repositorio.ucam.edu:10952/4720","is_oa":true,"landing_page_url":"http://hdl.handle.net/10952/4720","pdf_url":"https://repositorio.ucam.edu/bitstream/10952/4720/1/sensors-20-06335.pdf","source":{"id":"https://openalex.org/S7407055189","display_name":"RIUCAM","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6dbbef1443a44e6092bdd8035b4797bf","is_oa":true,"landing_page_url":"https://doaj.org/article/6dbbef1443a44e6092bdd8035b4797bf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 21, p 6335 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/21/6335/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20216335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 20; Issue 21; Pages: 6335","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7664181","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7664181","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:repositorio.ucam.edu:10952/8815","is_oa":true,"landing_page_url":"http://hdl.handle.net/10952/8815","pdf_url":null,"source":{"id":"https://openalex.org/S7407055189","display_name":"RIUCAM","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:riunet.upv.es:10251/163481","is_oa":true,"landing_page_url":"https://riunet.upv.es/handle/10251/163481","pdf_url":null,"source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s20216335","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216335","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6335/pdf?version=1604654335","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1057894761","display_name":null,"funder_award_id":"RTI2018-096384-B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G2700024193","display_name":null,"funder_award_id":"RYC2018-025580-I","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G3073306382","display_name":null,"funder_award_id":"RTC2019-007159-5","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5611960285","display_name":null,"funder_award_id":"RTC-2017-6389-5","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G991631816","display_name":null,"funder_award_id":"20813/PI/18","funder_id":"https://openalex.org/F4320310087","funder_display_name":"Fundaci\u00f3n S\u00e9neca"}],"funders":[{"id":"https://openalex.org/F4320310087","display_name":"Fundaci\u00f3n S\u00e9neca","ror":"https://ror.org/03q68pf65"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3096138816.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W974480840","https://openalex.org/W1864199185","https://openalex.org/W1965687108","https://openalex.org/W1978587881","https://openalex.org/W1995450389","https://openalex.org/W2052040810","https://openalex.org/W2063257142","https://openalex.org/W2069914810","https://openalex.org/W2079332345","https://openalex.org/W2109335275","https://openalex.org/W2112239035","https://openalex.org/W2121456247","https://openalex.org/W2184448088","https://openalex.org/W2548579001","https://openalex.org/W2568772110","https://openalex.org/W2571528902","https://openalex.org/W2711661370","https://openalex.org/W2729329238","https://openalex.org/W2773394213","https://openalex.org/W2782054502","https://openalex.org/W2782812883","https://openalex.org/W2784378868","https://openalex.org/W2797363288","https://openalex.org/W2801963196","https://openalex.org/W2804227091","https://openalex.org/W2888073109","https://openalex.org/W2896235627","https://openalex.org/W2897876346","https://openalex.org/W2898776344","https://openalex.org/W2910475117","https://openalex.org/W2917900388","https://openalex.org/W2926997109","https://openalex.org/W2927010514","https://openalex.org/W2938442255","https://openalex.org/W2941219224","https://openalex.org/W2954403177","https://openalex.org/W2959276766","https://openalex.org/W2963174546","https://openalex.org/W2965667166","https://openalex.org/W2999238565","https://openalex.org/W3005952421","https://openalex.org/W3021592648","https://openalex.org/W3040805848","https://openalex.org/W3045259134","https://openalex.org/W3090084461","https://openalex.org/W3167001281","https://openalex.org/W6765588553","https://openalex.org/W6766903127"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2132641928","https://openalex.org/W2181413294","https://openalex.org/W4310225030"],"abstract_inverted_index":{"Internet":[0],"of":[1,44,57,86,101,156,176,200,211,249,269],"Things":[2],"(IoT)":[3],"is":[4,29,47,130,146],"becoming":[5],"a":[6,24,97,147,216,246],"new":[7],"socioeconomic":[8],"revolution":[9],"in":[10,77,262],"which":[11],"data":[12,36,46,79,93],"and":[13,75,110,196,230,242,266,277],"immediacy":[14],"are":[15,67,85,106,234],"the":[16,54,87,154,157,201,208,254,263,274],"main":[17],"ingredients.":[18],"IoT":[19,58],"generates":[20],"large":[21,123],"datasets":[22],"on":[23,115,127,240],"daily":[25],"basis":[26],"but":[27,38],"it":[28],"currently":[30],"considered":[31],"as":[32,139],"\"dark":[33],"data\",":[34],"i.e.,":[35],"generated":[37],"never":[39],"analyzed.":[40],"The":[41],"efficient":[42],"analysis":[43,94,175,193],"this":[45,78,169],"mandatory":[48],"to":[49,71,95,112,120,149,164,188,206,236,251,258,271],"create":[50],"intelligent":[51],"applications":[52,59],"for":[53,90,253],"next":[55],"generation":[56],"that":[60,159,181],"benefits":[61],"society.":[62],"Artificial":[63],"Intelligence":[64],"(AI)":[65],"techniques":[66],"very":[68],"well":[69],"suited":[70],"identifying":[72],"hidden":[73],"patterns":[74],"correlations":[76],"deluge.":[80],"In":[81,168],"particular,":[82],"clustering":[83,223],"algorithms":[84,105,224],"utmost":[88],"importance":[89],"performing":[91],"exploratory":[92],"identify":[96],"set":[98],"(a.k.a.,":[99],"cluster)":[100],"similar":[102],"objects.":[103],"Clustering":[104],"computationally":[107],"heavy":[108],"workloads":[109],"require":[111],"be":[113,237],"executed":[114,239],"high-performance":[116,217],"computing":[117,145,179,276],"clusters,":[118],"especially":[119],"deal":[121],"with":[122,135,215],"datasets.":[124],"This":[125],"execution":[126],"HPC":[128,278],"infrastructures":[129],"an":[131,173],"energy":[132,267],"hungry":[133],"procedure":[134],"additional":[136],"issues,":[137],"such":[138],"high-latency":[140],"communications":[141],"or":[142],"privacy.":[143],"Edge":[144],"paradigm":[148],"enable":[150],"light-weight":[151],"computations":[152],"at":[153],"edge":[155,178,241,264,275],"network":[158],"has":[160],"been":[161],"proposed":[162],"recently":[163],"solve":[165],"these":[166,190,212],"issues.":[167],"paper,":[170],"we":[171],"provide":[172],"in-depth":[174],"emergent":[177],"architectures":[180],"include":[182],"low-power":[183],"Graphics":[184],"Processing":[185],"Units":[186],"(GPUs)":[187],"speed-up":[189,247],"workloads.":[191],"Our":[192],"includes":[194],"performance":[195],"power":[197],"consumption":[198],"figures":[199],"latest":[202],"Nvidia's":[203],"AGX":[204],"Xavier":[205],"compare":[207],"energy-performance":[209],"ratio":[210],"low-cost":[213],"platforms":[214,265],"cloud-based":[218],"counterpart":[219,260],"version.":[220],"Three":[221],"different":[222],"(i.e.,":[225],"k-means,":[226],"Fuzzy":[227,231],"Minimals":[228],"(FM),":[229],"C-Means":[232],"(FCM))":[233],"designed":[235],"optimally":[238],"cloud":[243],"platforms,":[244],"showing":[245],"factor":[248],"up":[250,270],"11\u00d7":[252],"GPU":[255],"code":[256],"compared":[257],"sequential":[259],"versions":[261],"savings":[268],"150%":[272],"between":[273],"platforms.":[279]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}