{"id":"https://openalex.org/W4384035789","doi":"https://doi.org/10.3390/bdcc7030130","title":"A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption","display_name":"A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption","publication_year":2023,"publication_date":"2023-07-11","ids":{"openalex":"https://openalex.org/W4384035789","doi":"https://doi.org/10.3390/bdcc7030130"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc7030130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc7030130","pdf_url":"https://www.mdpi.com/2504-2289/7/3/130/pdf?version=1689064825","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/7/3/130/pdf?version=1689064825","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058815085","display_name":"Alberto del R\u00edo","orcid":"https://orcid.org/0000-0002-6832-4381"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alberto del Rio","raw_affiliation_strings":["GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6832-4381","affiliations":[{"raw_affiliation_string":"GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029561150","display_name":"Giuseppe Conti","orcid":"https://orcid.org/0000-0003-3813-3012"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Giuseppe Conti","raw_affiliation_strings":["GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3813-3012","affiliations":[{"raw_affiliation_string":"GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046185061","display_name":"Sandra Casta\u00f1o-Solis","orcid":"https://orcid.org/0000-0001-9740-5597"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sandra Castano-Solis","raw_affiliation_strings":["Escuela T\u00e9cnica Superior de Ingenier\u00eda y Dise\u00f1o Industrial (ETSIDI), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9740-5597","affiliations":[{"raw_affiliation_string":"Escuela T\u00e9cnica Superior de Ingenier\u00eda y Dise\u00f1o Industrial (ETSIDI), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022183159","display_name":"Javier Serrano","orcid":"https://orcid.org/0000-0003-2111-187X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Serrano","raw_affiliation_strings":["GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2111-187X","affiliations":[{"raw_affiliation_string":"GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015883220","display_name":"David Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-7382-4276"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David Jimenez","raw_affiliation_strings":["GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","Information Processing and Telecommunications Center (IP&T Center), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7382-4276","affiliations":[{"raw_affiliation_string":"GATV Research Group, Signals, Systems and Radiocommunications Department, Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Information Processing and Telecommunications Center (IP&T Center), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000455510","display_name":"Jes\u00fas Fraile-Ardanuy","orcid":"https://orcid.org/0000-0002-0192-4817"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Fraile-Ardanuy","raw_affiliation_strings":["Information Processing and Telecommunications Center (IP&T Center), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0192-4817","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center (IP&T Center), Universidad Polit\u00e9cnica de Madrid, 28040 Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015883220","https://openalex.org/A5058815085"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.6178,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67115867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"7","issue":"3","first_page":"130","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9934999942779541,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.821489691734314},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6275723576545715},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5350697040557861},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.496020644903183},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4892899692058563},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4825369715690613},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.47940537333488464},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.44318830966949463},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43355071544647217},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4158998131752014},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4126778542995453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2729371190071106},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17883890867233276},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13828223943710327},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12629953026771545},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1033933162689209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821489691734314},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6275723576545715},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5350697040557861},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.496020644903183},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4892899692058563},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4825369715690613},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.47940537333488464},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.44318830966949463},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43355071544647217},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4158998131752014},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4126778542995453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2729371190071106},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17883890867233276},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13828223943710327},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12629953026771545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1033933162689209},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/bdcc7030130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc7030130","pdf_url":"https://www.mdpi.com/2504-2289/7/3/130/pdf?version=1689064825","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4bd4a516feda48b0ba41d6528165dd32","is_oa":true,"landing_page_url":"https://doaj.org/article/4bd4a516feda48b0ba41d6528165dd32","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":"Big Data and Cognitive Computing, Vol 7, Iss 3, p 130 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-2289/7/3/130/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/bdcc7030130","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":"Big Data and Cognitive Computing; Volume 7; Issue 3; Pages: 130","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/bdcc7030130","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc7030130","pdf_url":"https://www.mdpi.com/2504-2289/7/3/130/pdf?version=1689064825","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384035789.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1970051551","https://openalex.org/W2069590084","https://openalex.org/W2072750586","https://openalex.org/W2136628867","https://openalex.org/W2558699045","https://openalex.org/W2614026174","https://openalex.org/W2768200721","https://openalex.org/W2768424695","https://openalex.org/W2796469097","https://openalex.org/W2804306644","https://openalex.org/W2807957961","https://openalex.org/W2883303580","https://openalex.org/W2904515370","https://openalex.org/W2944712055","https://openalex.org/W2962516658","https://openalex.org/W3024575953","https://openalex.org/W3042667800","https://openalex.org/W3047526019","https://openalex.org/W3102259139","https://openalex.org/W3132473200","https://openalex.org/W3165734691","https://openalex.org/W3170539225","https://openalex.org/W3174771950","https://openalex.org/W3187187005","https://openalex.org/W3196853733","https://openalex.org/W3201755234","https://openalex.org/W3204851142","https://openalex.org/W3212464620","https://openalex.org/W4226154174","https://openalex.org/W4312117530","https://openalex.org/W6908973712"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W1969542292","https://openalex.org/W4214914670","https://openalex.org/W1498304890","https://openalex.org/W2084875360","https://openalex.org/W2904165227","https://openalex.org/W3123077549","https://openalex.org/W70469698","https://openalex.org/W2770088598","https://openalex.org/W3006216828"],"abstract_inverted_index":{"The":[0,58,213],"digital":[1],"transition":[2],"that":[3,180],"drives":[4],"the":[5,13,41,116,132,201,223,237],"new":[6,61,165],"industrial":[7],"revolution":[8],"is":[9,138,220],"largely":[10],"driven":[11],"by":[12,99],"application":[14,133],"of":[15,29,56,60,76,108,119,129,134,167,204,217],"intelligence":[16],"and":[17,46,50,65,69,83,86,102,122,162,210,215],"data.":[18],"This":[19,37,169],"boost":[20],"leads":[21],"to":[22,44,96,140,145,153,156,159,177,190,222],"an":[23,227],"increase":[24],"in":[25,34,63,89,106],"energy":[26,48,109,117,205],"consumption,":[27],"much":[28],"it":[30,137,199],"associated":[31],"with":[32,40],"computing":[33,124],"data":[35,120,142,173,183,191,208,211],"centers.":[36],"fact":[38],"clashes":[39],"growing":[42],"need":[43,152],"save":[45],"improve":[47,115],"efficiency":[49,118],"requires":[51,72],"a":[52,73,87,172,185],"more":[53,81],"optimized":[54],"use":[55],"resources.":[57],"deployment":[59],"services":[62],"edge":[64],"cloud":[66],"computing,":[67],"virtualization,":[68],"software-defined":[70],"networks":[71],"better":[74],"understanding":[75],"consumption":[77,110,182],"patterns":[78,93],"aimed":[79],"at":[80],"efficient":[82],"sustainable":[84],"models":[85],"reduction":[88],"carbon":[90],"footprints.":[91],"These":[92],"are":[94],"suitable":[95],"be":[97,154],"exploited":[98],"machine,":[100],"deep,":[101],"reinforced":[103],"learning":[104],"techniques":[105],"pursuit":[107],"optimization,":[111],"which":[112,234],"can":[113],"ideally":[114],"centers":[121],"big":[123],"servers":[125],"providing":[126],"these":[127,135],"kinds":[128],"services.":[130],"For":[131],"techniques,":[136],"essential":[139],"investigate":[141],"collection":[143,174],"processes":[144],"create":[146,178],"initial":[147],"information":[148],"points.":[149],"Datasets":[150],"also":[151],"created":[155,230],"analyze":[157],"how":[158],"diagnose":[160],"systems":[161],"sort":[163],"out":[164],"ways":[166],"optimization.":[168],"work":[170,187],"describes":[171],"methodology":[175],"used":[176],"datasets":[179],"collect":[181],"from":[184],"real-world":[186],"environment":[188],"dedicated":[189],"centers,":[192],"server":[193],"farms,":[194],"or":[195],"similar":[196],"architectures.":[197],"Specifically,":[198],"covers":[200],"entire":[202],"process":[203],"stimuli":[206],"generation,":[207],"extraction,":[209],"preprocessing.":[212],"evaluation":[214],"reproduction":[216],"this":[218,232],"method":[219],"offered":[221],"scientific":[224],"community":[225],"through":[226],"online":[228],"repository":[229],"for":[231,240],"work,":[233],"hosts":[235],"all":[236],"code":[238],"available":[239],"its":[241],"download.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-03T09:05:47.796612","created_date":"2025-10-10T00:00:00"}