{"id":"https://openalex.org/W3156607987","doi":"https://doi.org/10.1109/tnse.2021.3072968","title":"Elastic and Predictive Allocation of Computing Tasks in Energy Harvesting IoT Edge Networks","display_name":"Elastic and Predictive Allocation of Computing Tasks in Energy Harvesting IoT Edge Networks","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3156607987","doi":"https://doi.org/10.1109/tnse.2021.3072968","mag":"3156607987"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2021.3072968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3072968","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080939478","display_name":"Davide Cecchinato","orcid":"https://orcid.org/0000-0002-5370-295X"},"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":"Davide Cecchinato","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5370-295X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, 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 Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3060-2013","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, 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, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1121-324X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, 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":0.5628,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.6135786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":"2","first_page":"1772","last_page":"1788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9995999932289124,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9995999932289124,"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":0.9991999864578247,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.8216646909713745},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.809545636177063},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6691657304763794},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5976207256317139},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5561135411262512},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5493747591972351},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5324220657348633},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5024957656860352},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.47309353947639465},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45522889494895935},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.444222629070282},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4306173026561737},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.41806501150131226},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41559934616088867},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.41255003213882446},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1830255091190338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13822874426841736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8216646909713745},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.809545636177063},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6691657304763794},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5976207256317139},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5561135411262512},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5493747591972351},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5324220657348633},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5024957656860352},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.47309353947639465},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45522889494895935},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.444222629070282},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4306173026561737},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.41806501150131226},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41559934616088867},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.41255003213882446},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1830255091190338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13822874426841736},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnse.2021.3072968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3072968","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:www.research.unipd.it:11577/3411872","is_oa":false,"landing_page_url":"http://hdl.handle.net/11577/3411872","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W153825995","https://openalex.org/W182605591","https://openalex.org/W1558773556","https://openalex.org/W1762460359","https://openalex.org/W1904504745","https://openalex.org/W2023380813","https://openalex.org/W2023607571","https://openalex.org/W2034053794","https://openalex.org/W2080017588","https://openalex.org/W2082011829","https://openalex.org/W2116175219","https://openalex.org/W2181360866","https://openalex.org/W2195423816","https://openalex.org/W2320494822","https://openalex.org/W2344423009","https://openalex.org/W2400861403","https://openalex.org/W2428120229","https://openalex.org/W2594560857","https://openalex.org/W2612050511","https://openalex.org/W2624989916","https://openalex.org/W2758449705","https://openalex.org/W2762456226","https://openalex.org/W2771973835","https://openalex.org/W2782912585","https://openalex.org/W2788313200","https://openalex.org/W2794343007","https://openalex.org/W2802528223","https://openalex.org/W2806813423","https://openalex.org/W2899906941","https://openalex.org/W2900703377","https://openalex.org/W2910683613","https://openalex.org/W2963529364","https://openalex.org/W2964076956","https://openalex.org/W2964335916","https://openalex.org/W3103403280","https://openalex.org/W3103591951","https://openalex.org/W3106445841","https://openalex.org/W3185458812","https://openalex.org/W4233886128","https://openalex.org/W4238679552","https://openalex.org/W4255131469","https://openalex.org/W6607432528","https://openalex.org/W6700131279","https://openalex.org/W6799142695"],"related_works":["https://openalex.org/W4200411065","https://openalex.org/W3174690704","https://openalex.org/W2954039338","https://openalex.org/W4248187229","https://openalex.org/W4323065858","https://openalex.org/W4321462912","https://openalex.org/W4328027964","https://openalex.org/W2911780517","https://openalex.org/W4225854632","https://openalex.org/W3191370475"],"abstract_inverted_index":{"We":[0],"consider":[1],"a":[2,74,148,159],"distributed":[3],"IoT":[4,28,64,124],"edge":[5,31],"network":[6,100,110],"whose":[7],"end":[8],"nodes":[9,29,51,65,140],"generate":[10],"computation":[11,36],"jobs":[12,42,72,88],"that":[13,89,107,188],"can":[14,43],"be":[15,19,45,57],"processed":[16],"locally":[17],"or":[18,23,56],"offloaded,":[20],"in":[21,24,98],"full":[22],"part,":[25],"to":[26,187],"other":[27],"and/or":[30],"servers":[32,67],"having":[33],"the":[34,53,61,84,91,99,104,109,123,136,155],"necessary":[35],"and":[37,47,66,71,119,126,141,166,170,184],"energy":[38,70,96,115,171],"resources.":[39],"That":[40],"is,":[41],"either":[44],"partitioned":[46],"executed":[48,59],"at":[49,60,122,132],"multiple":[50],"(including":[52],"originating":[54],"node)":[55],"atomically":[58],"designate":[62],"server.":[63],"harvest":[68],"ambient":[69],"have":[73],"completion":[75],"deadline.":[76],"For":[77],"this":[78],"setup,":[79],"we":[80,146],"are":[81,129],"concerned":[82],"with":[83,194],"temporal":[85],"allocation":[86],"of":[87,161,189,197],"maximizes":[90],"minimum":[92],"level":[93],"among":[94],"all":[95,103,198],"buffers":[97],"while":[101],"meeting":[102],"deadlines,":[105],"i.e.,":[106],"makes":[108],"as":[111,113],"much":[112],"possible":[114],"neutral.":[116],"Jobs":[117],"continuously":[118],"asynchronously":[120],"arrive":[121],"nodes,":[125],"computing":[127],"resources":[128],"allocated":[130],"dynamically":[131],"runtime,":[133],"automatically":[134],"adapting":[135],"processing":[137],"load":[138],"across":[139],"servers.":[142],"To":[143],"achieve":[144],"this,":[145],"present":[147],"Model":[149],"Predictive":[150],"Control":[151],"based":[152],"algorithm,":[153],"where":[154],"job":[156,169],"scheduler":[157,193],"solves":[158],"sequence":[160],"low":[162],"complexity":[163],"convex":[164],"problems":[165],"exploits":[167],"future":[168],"arrival":[172],"estimates.":[173],"The":[174],"proposed":[175],"technique":[176],"is":[177],"numerically":[178],"evaluated,":[179],"showing":[180],"excellent":[181],"adaptation":[182],"capabilities,":[183],"performance":[185],"close":[186],"an":[190],"offline":[191],"optimal":[192],"perfect":[195],"information":[196],"processes.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2021-04-26T00:00:00"}
