{"id":"https://openalex.org/W4409248432","doi":"https://doi.org/10.1109/icct62411.2024.10946480","title":"Energy Efficient Computation Offloading for DNN Tasks in Semantic-Assisted Mobile Edge Computing Systems","display_name":"Energy Efficient Computation Offloading for DNN Tasks in Semantic-Assisted Mobile Edge Computing Systems","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4409248432","doi":"https://doi.org/10.1109/icct62411.2024.10946480"},"language":"en","primary_location":{"id":"doi:10.1109/icct62411.2024.10946480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-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/A5085948804","display_name":"Guangyuan Zheng","orcid":"https://orcid.org/0000-0002-0334-842X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyuan Zheng","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065457510","display_name":"Miaowen Wen","orcid":"https://orcid.org/0000-0002-9638-7048"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaowen Wen","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014319908","display_name":"Yiwei Tao","orcid":"https://orcid.org/0000-0002-4068-6030"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Tao","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering,Guangzhou,China,510640","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661437","display_name":"Qiang Li","orcid":"https://orcid.org/0000-0002-1258-8564"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Li","raw_affiliation_strings":["Jinan University,College of Information Science and Technology,Guangzhou,China,510632"],"affiliations":[{"raw_affiliation_string":"Jinan University,College of Information Science and Technology,Guangzhou,China,510632","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002904166","display_name":"Zhiguo Ding","orcid":"https://orcid.org/0000-0001-5280-384X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zhiguo Ding","raw_affiliation_strings":["Khalifa University,Department of Electrical Engineering and Computer Science,Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Khalifa University,Department of Electrical Engineering and Computer Science,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085948804"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34867565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9908999800682068,"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":0.9908999800682068,"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":0.9383000135421753,"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"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.9085000157356262,"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":0.8366380929946899},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.7763087749481201},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5573067665100098},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5498960018157959},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5242500305175781},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4957762658596039},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40204426646232605},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.321901798248291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22374621033668518},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10169744491577148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8366380929946899},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.7763087749481201},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5573067665100098},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5498960018157959},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5242500305175781},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4957762658596039},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40204426646232605},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.321901798248291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22374621033668518},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10169744491577148}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct62411.2024.10946480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8799999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2397723600","https://openalex.org/W2624989916","https://openalex.org/W2883780447","https://openalex.org/W2960833983","https://openalex.org/W3036851434","https://openalex.org/W3200083976","https://openalex.org/W4210476355","https://openalex.org/W4250589301","https://openalex.org/W4312900329","https://openalex.org/W4377001500","https://openalex.org/W4384158383","https://openalex.org/W4386918814","https://openalex.org/W6637373629","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W4225987626","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W3108946947","https://openalex.org/W2896883851","https://openalex.org/W4406207611"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,37,70,89],"focus":[4],"on":[5],"semantic-aware":[6,134],"computation":[7,79,108,135],"offloading":[8,136],"for":[9,66,81],"executing":[10],"the":[11,28,63,72,75,96,105,124,146],"deep":[12],"neural":[13],"network":[14],"(DNN)":[15],"inference":[16],"tasks":[17],"in":[18,42],"a":[19,39,54,118],"mobile":[20],"edge":[21,64],"computing":[22],"(MEC)":[23],"system.":[24],"To":[25,85],"cope":[26],"with":[27,150],"challenges":[29],"of":[30,99],"insufficient":[31],"wireless":[32,152],"resources":[33],"during":[34],"task":[35,51],"offloading,":[36,88,148],"propose":[38,117],"compress-then-offload":[40],"mode,":[41],"which":[43],"each":[44],"user":[45],"first":[46],"compresses":[47],"its":[48],"raw":[49],"large-size":[50],"data":[52],"into":[53],"small-size":[55],"semantic":[56],"feature":[57],"and":[58,78,112],"then":[59],"uploads":[60],"it":[61],"to":[62,94,122,145],"server":[65],"remote":[67],"execution.":[68],"Specifically,":[69],"establish":[71],"relationship":[73],"between":[74],"compression":[76,106],"ratio":[77,80],"different":[82],"DNN":[83,113],"tasks.":[84],"achieve":[86],"energy-efficient":[87],"formulate":[90],"an":[91],"optimization":[92],"problem":[93],"minimize":[95],"energy":[97,142],"consumption":[98,143],"all":[100],"users":[101],"by":[102],"jointly":[103],"optimizing":[104],"ratio,":[107],"allocation,":[109],"uploading":[110],"time,":[111],"layer":[114],"selection.":[115],"We":[116],"low-complexity":[119],"iterative":[120],"algorithm":[121],"solve":[123],"original":[125],"non-convex":[126],"problem.":[127],"Simulation":[128],"results":[129],"demonstrate":[130],"that":[131],"our":[132],"proposed":[133],"scheme":[137],"can":[138],"substantially":[139],"reduce":[140],"users\u2019":[141],"compared":[144],"conventional":[147],"especially":[149],"scarce":[151],"resources.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}