{"id":"https://openalex.org/W2896693749","doi":"https://doi.org/10.1109/jiot.2018.2875244","title":"Energy Efficient Data Collection in Large-Scale Internet of Things via Computation Offloading","display_name":"Energy Efficient Data Collection in Large-Scale Internet of Things via Computation Offloading","publication_year":2018,"publication_date":"2018-10-10","ids":{"openalex":"https://openalex.org/W2896693749","doi":"https://doi.org/10.1109/jiot.2018.2875244","mag":"2896693749"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2875244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2875244","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5066624254","display_name":"Guorui Li","orcid":"https://orcid.org/0000-0003-2360-7895"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorui Li","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-2360-7895","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032712488","display_name":"Jingsha He","orcid":"https://orcid.org/0000-0002-8122-8052"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsha He","raw_affiliation_strings":["Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043665482","display_name":"Sancheng Peng","orcid":"https://orcid.org/0000-0002-0865-3570"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sancheng Peng","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou"],"raw_orcid":"https://orcid.org/0000-0002-0865-3570","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weijia Jia","orcid":"https://orcid.org/0000-0003-1000-3937"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Weijia Jia","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-1000-3937","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390466","display_name":"Cong Wang","orcid":"https://orcid.org/0000-0002-2603-4626"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-2603-4626","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053316728","display_name":"Jianwei Niu","orcid":"https://orcid.org/0000-0003-3946-5107"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Niu","raw_affiliation_strings":["State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3946-5107","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["School of Software, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4485-6743","affiliations":[{"raw_affiliation_string":"School of Software, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":3.1576,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.92123533,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"4176","last_page":"4187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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":0.9993000030517578,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T12079","display_name":"IoT Networks and Protocols","score":0.9979000091552734,"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":0.8713234663009644},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6819911599159241},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6543427109718323},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.595150887966156},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5401382446289062},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.49778199195861816},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.45276015996932983},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.44323983788490295},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.430231511592865},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4273145794868469},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40221625566482544},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3332177400588989},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3210025429725647},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.21846595406532288},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15905341506004333},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11252236366271973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8713234663009644},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6819911599159241},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6543427109718323},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.595150887966156},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5401382446289062},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.49778199195861816},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.45276015996932983},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44323983788490295},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.430231511592865},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4273145794868469},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40221625566482544},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3332177400588989},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3210025429725647},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.21846595406532288},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15905341506004333},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11252236366271973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2018.2875244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2875244","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/135224","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/135224","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1712805121","https://openalex.org/W1970266075","https://openalex.org/W1974640906","https://openalex.org/W1982336882","https://openalex.org/W1987462587","https://openalex.org/W1992025196","https://openalex.org/W1993478093","https://openalex.org/W2038298911","https://openalex.org/W2041101642","https://openalex.org/W2062065265","https://openalex.org/W2067678576","https://openalex.org/W2077318038","https://openalex.org/W2083006683","https://openalex.org/W2087789393","https://openalex.org/W2093701766","https://openalex.org/W2100864539","https://openalex.org/W2113154117","https://openalex.org/W2119862467","https://openalex.org/W2123241700","https://openalex.org/W2127787058","https://openalex.org/W2145855958","https://openalex.org/W2160822433","https://openalex.org/W2163396134","https://openalex.org/W2174061372","https://openalex.org/W2240141800","https://openalex.org/W2275893869","https://openalex.org/W2294344135","https://openalex.org/W2296616510","https://openalex.org/W2299120070","https://openalex.org/W2336828274","https://openalex.org/W2344424854","https://openalex.org/W2345054428","https://openalex.org/W2396409905","https://openalex.org/W2467379878","https://openalex.org/W2469579026","https://openalex.org/W2472212337","https://openalex.org/W2473283431","https://openalex.org/W2494827994","https://openalex.org/W2535034338","https://openalex.org/W2596636257","https://openalex.org/W2597076559","https://openalex.org/W2615725325","https://openalex.org/W2761774926","https://openalex.org/W2762866681","https://openalex.org/W2773498880","https://openalex.org/W2779329096","https://openalex.org/W2791432311","https://openalex.org/W4250955649","https://openalex.org/W6647380583"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2385146268","https://openalex.org/W2766676296","https://openalex.org/W2380023786","https://openalex.org/W2546696010","https://openalex.org/W1992741870","https://openalex.org/W2106478272","https://openalex.org/W2508132597","https://openalex.org/W2340045558","https://openalex.org/W3199210072"],"abstract_inverted_index":{"Internet":[0],"of":[1,26,34,57,74,84,101,123,167,172,177,202,214],"Things":[2],"(IoT)":[3],"can":[4,197],"be":[5,79],"used":[6],"to":[7,30,138,220],"promote":[8],"many":[9],"advanced":[10],"applications":[11],"by":[12],"utilizing":[13],"the":[14,23,32,36,51,55,68,75,85,96,114,140,148,178,194,200,206],"sensed":[15,37,52],"data":[16,38,53,87,98,124,133,142,149,173,187,203,217,222],"collected":[17],"from":[18],"various":[19],"settings.":[20],"To":[21],"reduce":[22],"energy":[24,72],"consumption":[25,73],"IoT":[27,76],"devices,":[28,62],"and":[29,66,71,159,175,209],"extend":[31],"lifetime":[33],"network,":[35],"are":[39,90,103],"usually":[40],"compressed":[41,46,141],"before":[42],"their":[43,93],"transmission":[44],"through":[45,161,183],"sensing":[47],"theory.":[48],"By":[49],"reconstructing":[50],"at":[54],"edge":[56],"network":[58,116,207],"with":[59,185],"more":[60],"resourceful":[61],"such":[63],"as":[64,154],"laptops":[65],"servers,":[67],"intensive":[69],"computation":[70],"nodes":[77],"could":[78],"effectively":[80],"offloaded.":[81],"However,":[82],"most":[83],"existing":[86,221],"collection":[88,134,218,223],"schemes":[89],"limited":[91],"in":[92,143,216],"scalability,":[94],"because":[95],"unified":[97],"reconstruction":[99,150,176],"models":[100],"them":[102],"not":[104],"suitable":[105],"for":[106],"large-scale":[107],"surveillance":[108],"scenarios.":[109],"In":[110],"our":[111],"proposed":[112,179,195],"scheme,":[113],"whole":[115],"is":[117,136,152,181],"first":[118],"partitioned":[119],"into":[120],"a":[121,132,144,155,211],"number":[122],"correlated":[125],"clusters":[126],"based":[127],"on":[128],"spatial":[129],"correlation.":[130],"Then,":[131],"tree":[135],"built":[137],"collect":[139],"hybrid":[145],"mode.":[146],"Finally,":[147],"problem":[151,158],"modelled":[153],"group":[156],"sparse":[157],"solved":[160],"using":[162],"an":[163],"alternating":[164],"direction":[165],"method":[166],"multiplier-based":[168],"algorithm.":[169],"The":[170,189],"performance":[171],"communication":[174],"scheme":[180,196],"evaluated":[182],"experiments":[184],"real":[186],"set.":[188],"experimental":[190],"results":[191],"show":[192],"that":[193],"indeed":[198],"lower":[199],"amount":[201],"transmission,":[204],"prolong":[205],"life,":[208],"achieve":[210],"higher":[212],"level":[213],"accuracy":[215],"compared":[219],"schemes.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
