{"id":"https://openalex.org/W3199414327","doi":"https://doi.org/10.1109/tnsm.2021.3112796","title":"Towards Sustainable Edge Computing Through Renewable Energy Resources and Online, Distributed and Predictive Scheduling","display_name":"Towards Sustainable Edge Computing Through Renewable Energy Resources and Online, Distributed and Predictive Scheduling","publication_year":2021,"publication_date":"2021-09-15","ids":{"openalex":"https://openalex.org/W3199414327","doi":"https://doi.org/10.1109/tnsm.2021.3112796","mag":"3199414327"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2021.3112796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3112796","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7841671","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058587475","display_name":"Giovanni Perin","orcid":"https://orcid.org/0000-0002-7333-3004"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Perin","raw_affiliation_strings":["Department of Information Engineering, University of Padua, Padua, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7333-3004","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013688788","display_name":"Michele Berno","orcid":"https://orcid.org/0000-0002-3513-2965"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Berno","raw_affiliation_strings":["Department of Information Engineering, University of Padua, Padua, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066420511","display_name":"Tomaso Erseghe","orcid":"https://orcid.org/0000-0003-3060-2013"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tomaso Erseghe","raw_affiliation_strings":["Department of Information Engineering, University of Padua, Padua, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3060-2013","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012618073","display_name":"Michele Rossi","orcid":"https://orcid.org/0000-0003-1121-324X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Rossi","raw_affiliation_strings":["Department of Information Engineering and the Department of Mathematics &#x201C;Tullio Levi-Civita&#x201D;, University of Padua, Padua, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and the Department of Mathematics &#x201C;Tullio Levi-Civita&#x201D;, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":3.3875,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92213231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"306","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T13553","display_name":"Age of Information Optimization","score":0.9943000078201294,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9854000210762024,"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":0.855373740196228},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.602834939956665},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5592881441116333},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5519442558288574},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4995748996734619},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4879142940044403},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.481471449136734},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4572846293449402},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4339444637298584},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4171212315559387},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.41698187589645386},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3476647138595581},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3025522828102112},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.23572206497192383},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14458221197128296},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10195508599281311}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855373740196228},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.602834939956665},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5592881441116333},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5519442558288574},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4995748996734619},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4879142940044403},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.481471449136734},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4572846293449402},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4339444637298584},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4171212315559387},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.41698187589645386},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3476647138595581},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3025522828102112},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.23572206497192383},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14458221197128296},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10195508599281311},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tnsm.2021.3112796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3112796","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:7841671","is_oa":true,"landing_page_url":"https://zenodo.org/record/7841671","pdf_url":"https://zenodo.org/record/7841671","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Network and Service Management 9(1) 306-321","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unibs.it:11379/621947","is_oa":false,"landing_page_url":"https://hdl.handle.net/11379/621947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/3421096","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/9538813","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"pmh:oai:zenodo.org:7841671","is_oa":true,"landing_page_url":"https://zenodo.org/record/7841671","pdf_url":"https://zenodo.org/record/7841671","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Network and Service Management 9(1) 306-321","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G2440374176","display_name":"Taming the environmental impact of mobile networks through GREEN EDGE computing platforms","funder_award_id":"953775","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G281838523","display_name":null,"funder_award_id":"2017NS9FEY","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G5329322851","display_name":null,"funder_award_id":"232/2016","funder_id":"https://openalex.org/F4320317295","funder_display_name":"Dipartimenti di Eccellenza"},{"id":"https://openalex.org/G5417130124","display_name":null,"funder_award_id":"232/2016","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320317295","display_name":"Dipartimenti di Eccellenza","ror":null},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199414327.pdf","grobid_xml":"https://content.openalex.org/works/W3199414327.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1556444700","https://openalex.org/W1968191600","https://openalex.org/W1979396557","https://openalex.org/W2134807578","https://openalex.org/W2164278908","https://openalex.org/W2277378112","https://openalex.org/W2400861403","https://openalex.org/W2401147713","https://openalex.org/W2416799949","https://openalex.org/W2522710757","https://openalex.org/W2594560857","https://openalex.org/W2599106590","https://openalex.org/W2608841173","https://openalex.org/W2612050511","https://openalex.org/W2615459164","https://openalex.org/W2624989916","https://openalex.org/W2739632596","https://openalex.org/W2741871838","https://openalex.org/W2745841187","https://openalex.org/W2769646558","https://openalex.org/W2793868681","https://openalex.org/W2804825009","https://openalex.org/W2952511192","https://openalex.org/W2962782955","https://openalex.org/W2963000588","https://openalex.org/W2963183767","https://openalex.org/W2967491679","https://openalex.org/W2970692013","https://openalex.org/W3016048674","https://openalex.org/W3025165553","https://openalex.org/W3036168605","https://openalex.org/W3039388782","https://openalex.org/W3093696180","https://openalex.org/W3100586730","https://openalex.org/W3101798601","https://openalex.org/W3112530108","https://openalex.org/W3156607987","https://openalex.org/W4297825594","https://openalex.org/W4312374174","https://openalex.org/W6684379799","https://openalex.org/W6696497002","https://openalex.org/W6765907342"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W2154237295","https://openalex.org/W3024547383","https://openalex.org/W3174690704","https://openalex.org/W4210813012","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W4207020266"],"abstract_inverted_index":{"In":[0,59],"this":[1],"work,":[2],"we":[3],"tackle":[4],"the":[5,20,29,35,40,60,68,107,136,144,153,166],"energy":[6,21,76,126,148],"consumption":[7],"problem":[8],"of":[9,23,56,71,109,129,141,146],"edge":[10,25,41,63,130,168],"computing":[11,26,37,44,110,131],"technology":[12],"looking":[13],"at":[14,165],"two":[15],"key":[16],"aspects:":[17],"(i)":[18,115],"reducing":[19],"burden":[22],"modern":[24],"facilities":[27],"to":[28,80,92,124,152],"power":[30,81,154],"grid":[31,155],"and":[32,46,54,84,86,103,116,133,159],"(ii)":[33],"distributing":[34],"user-generated":[36],"load":[38,52],"within":[39,95],"while":[42],"meeting":[43],"deadlines":[45],"achieving":[47],"network":[48,167],"level":[49],"benefits":[50],"(server":[51],"balancingvsconsolidation":[53],"reduction":[55,140],"transmission":[57],"costs).":[58],"considered":[61],"setup,":[62],"servers":[64],"are":[65,78],"co-located":[66],"with":[67],"base":[69,82],"stations":[70,83],"a":[72,100,139],"mobile":[73],"network.":[74],"Renewable":[75],"sources":[77],"available":[79],"servers,":[85],"users":[87],"generate":[88],"workload":[89],"that":[90,112,149,160],"is":[91,150],"be":[93],"processed":[94],"certain":[96],"deadlines.":[97],"We":[98],"propose":[99],"predictive,":[101],"online":[102],"distributed":[104],"algorithm":[105,119],"for":[106,169],"scheduling":[108],"jobs":[111],"attains":[113],"objectives":[114],"(ii).":[117],"The":[118],"achieves":[120],"fast":[121],"convergence,":[122],"leading":[123],"an":[125],"efficient":[127],"use":[128],"facilities,":[132],"obtains":[134],"in":[135,143,162],"best":[137],"case":[138],"50%":[142],"amount":[145],"renewable":[147],"sold":[151],"by":[156],"heuristic":[157],"policies":[158],"is,":[161],"turn,":[163],"used":[164],"processing.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2021-09-27T00:00:00"}
