{"id":"https://openalex.org/W2804976420","doi":"https://doi.org/10.23919/wiopt.2018.8362855","title":"Optimizing data analytics in energy constrained IoT networks","display_name":"Optimizing data analytics in energy constrained IoT networks","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2804976420","doi":"https://doi.org/10.23919/wiopt.2018.8362855","mag":"2804976420"},"language":"en","primary_location":{"id":"doi:10.23919/wiopt.2018.8362855","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt.2018.8362855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5085933033","display_name":"Apostolos Galanopoulos","orcid":"https://orcid.org/0000-0002-3359-1922"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Apostolos Galanopoulos","raw_affiliation_strings":["Trinity College, School of Computer Science and Statistics, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College, School of Computer Science and Statistics, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044138533","display_name":"George Iosifidis","orcid":"https://orcid.org/0000-0003-1001-2323"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"George Iosifidis","raw_affiliation_strings":["Trinity College, School of Computer Science and Statistics, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trinity College, School of Computer Science and Statistics, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002314395","display_name":"Theodoros Salonidis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodoros Salonidis","raw_affiliation_strings":["IBM T.J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9979000091552734,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8825243711471558},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5789322853088379},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5779518485069275},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.46391597390174866},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.45644763112068176},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4483698904514313},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4279564917087555},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.41821885108947754},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4178575873374939},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4153417944908142},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17457515001296997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10081195831298828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8825243711471558},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5789322853088379},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5779518485069275},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.46391597390174866},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.45644763112068176},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4483698904514313},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4279564917087555},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.41821885108947754},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4178575873374939},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4153417944908142},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17457515001296997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10081195831298828},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/wiopt.2018.8362855","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wiopt.2018.8362855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W999812600","https://openalex.org/W1549060855","https://openalex.org/W1848146819","https://openalex.org/W1967292465","https://openalex.org/W1985514943","https://openalex.org/W1999970121","https://openalex.org/W2023380813","https://openalex.org/W2035309464","https://openalex.org/W2037865861","https://openalex.org/W2072888046","https://openalex.org/W2082455652","https://openalex.org/W2101788345","https://openalex.org/W2106117595","https://openalex.org/W2114623221","https://openalex.org/W2122011919","https://openalex.org/W2135099885","https://openalex.org/W2153745131","https://openalex.org/W2157172936","https://openalex.org/W2273675851","https://openalex.org/W2406813000","https://openalex.org/W2526960271","https://openalex.org/W2598890134","https://openalex.org/W2736213100","https://openalex.org/W2767029835","https://openalex.org/W4239181501","https://openalex.org/W4250589301","https://openalex.org/W6727320277"],"related_works":["https://openalex.org/W2358200898","https://openalex.org/W2325765407","https://openalex.org/W618293728","https://openalex.org/W2788012436","https://openalex.org/W200604156","https://openalex.org/W4231184955","https://openalex.org/W2374784346","https://openalex.org/W2291845669","https://openalex.org/W4286615217","https://openalex.org/W3154723744"],"abstract_inverted_index":{"The":[0,134],"emergence":[1],"of":[2,28,30,38,70,73],"delay":[3,58,101],"sensitive":[4],"and":[5,20,59,102],"computationally":[6],"demanding":[7],"data":[8,18,49,87],"analytic":[9,50,88],"applications":[10],"has":[11],"burdened":[12],"the":[13,25,36,66,71,82,117,123,127,138,151,155],"core":[14],"network":[15,156],"with":[16],"huge":[17],"transfers":[19],"increased":[21],"computation":[22,68],"load.":[23,157],"Furthermore,":[24],"increasing":[26],"number":[27],"Internet":[29],"Things":[31],"deployments":[32],"rely":[33],"significantly":[34],"on":[35,154],"execution":[37,57,100],"such":[39],"applications.":[40],"We":[41,76,109],"propose":[42,110],"an":[43,78],"architecture":[44],"where":[45,81,85],"devices":[46],"collaboratively":[47],"execute":[48],"tasks":[51,89],"in":[52,93],"order":[53,94],"to":[54,95,116],"improve":[55],"their":[56,86,98],"accuracy.":[60],"This":[61],"is":[62],"possible":[63],"by":[64,130],"exploiting":[65],"aggregate":[67],"capabilities":[69],"abundance":[72],"small":[74],"devices.":[75],"design":[77],"optimization":[79],"framework":[80],"nodes":[83,124,139],"decide":[84],"will":[90],"be":[91],"executed,":[92],"jointly":[96],"optimize":[97],"average":[99],"accuracy,":[103],"while":[104],"respecting":[105],"power":[106],"consumption":[107],"constraints.":[108],"a":[111],"distributed":[112],"dual":[113],"ascent":[114],"solution":[115],"formulated":[118],"convex":[119],"problem,":[120],"so":[121],"that":[122,137],"can":[125,140],"make":[126],"outsourcing":[128],"decisions":[129],"exchanging":[131],"local":[132],"information.":[133],"results":[135],"indicate":[136],"achieve":[141],"better":[142],"performance":[143],"when":[144,147],"collaborating":[145],"than":[146],"they":[148],"locally":[149],"compute":[150],"tasks,":[152],"depending":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
