{"id":"https://openalex.org/W4409310868","doi":"https://doi.org/10.1109/tcc.2025.3559346","title":"Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices","display_name":"Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409310868","doi":"https://doi.org/10.1109/tcc.2025.3559346"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2025.3559346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2025.3559346","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","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/A5091139467","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0003-1983-7321"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1983-7321","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337319","display_name":"Chenyang Zhang","orcid":"https://orcid.org/0000-0002-7627-6359"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037842747","display_name":"Jiawei Guan","orcid":"https://orcid.org/0000-0002-7538-9722"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Guan","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7538-9722","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiangjun Zhou","orcid":"https://orcid.org/0009-0000-1824-1898"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiangjun Zhou","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-1824-1898","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086456036","display_name":"Kuangyu Chen","orcid":"https://orcid.org/0009-0009-0863-1820"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuangyu Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, University of California, Riverside, CA, USA"],"raw_orcid":"https://orcid.org/0009-0009-0863-1820","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320957","display_name":"Xiao Zhang","orcid":"https://orcid.org/0009-0001-1857-1368"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-1857-1368","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8618-4581","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071200777","display_name":"Jidong Zhai","orcid":"https://orcid.org/0000-0002-7656-6428"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jidong Zhai","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7656-6428","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008721449","display_name":"Xiaoyong Du","orcid":"https://orcid.org/0000-0002-5757-9135"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Du","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5757-9135","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and with the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":67.3042,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.99927,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"2","first_page":"694","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7998999953269958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.7998999953269958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7300151586532593},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6837018728256226},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5425378680229187},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5128257870674133},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4790973961353302},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44926804304122925},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4261783957481384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35711419582366943},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3403109014034271},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1154184341430664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7300151586532593},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6837018728256226},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5425378680229187},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5128257870674133},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4790973961353302},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44926804304122925},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4261783957481384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35711419582366943},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3403109014034271},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1154184341430664}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2025.3559346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2025.3559346","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1427066226","display_name":null,"funder_award_id":"62322213","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4858983092","display_name":null,"funder_award_id":"62461146205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7982012314","display_name":null,"funder_award_id":"20220484137","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G8713312196","display_name":null,"funder_award_id":"20230484397","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W1502544429","https://openalex.org/W1552624537","https://openalex.org/W1964836692","https://openalex.org/W1973833443","https://openalex.org/W1977177161","https://openalex.org/W1988888548","https://openalex.org/W2066207620","https://openalex.org/W2076587863","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2116263451","https://openalex.org/W2124619563","https://openalex.org/W2169677720","https://openalex.org/W2194775991","https://openalex.org/W2296673577","https://openalex.org/W2402204276","https://openalex.org/W2461316586","https://openalex.org/W2513554817","https://openalex.org/W2559121813","https://openalex.org/W2570343428","https://openalex.org/W2616033262","https://openalex.org/W2674963269","https://openalex.org/W2750669552","https://openalex.org/W2799114267","https://openalex.org/W2811481541","https://openalex.org/W2889056793","https://openalex.org/W2896838216","https://openalex.org/W2899244816","https://openalex.org/W2906424845","https://openalex.org/W2930749509","https://openalex.org/W2946370926","https://openalex.org/W2949896761","https://openalex.org/W2950656546","https://openalex.org/W2975128548","https://openalex.org/W2975768142","https://openalex.org/W2978663651","https://openalex.org/W2979459011","https://openalex.org/W2979590285","https://openalex.org/W2981207549","https://openalex.org/W2981867264","https://openalex.org/W3001130556","https://openalex.org/W3003651800","https://openalex.org/W3027775195","https://openalex.org/W3030801383","https://openalex.org/W3037486115","https://openalex.org/W3084790829","https://openalex.org/W3086174283","https://openalex.org/W3101853687","https://openalex.org/W3101983239","https://openalex.org/W3116059414","https://openalex.org/W3120242336","https://openalex.org/W3132454468","https://openalex.org/W3162450988","https://openalex.org/W3167200677","https://openalex.org/W3168427063","https://openalex.org/W3175777295","https://openalex.org/W3193416301","https://openalex.org/W3197319853","https://openalex.org/W3197855968","https://openalex.org/W3205413717","https://openalex.org/W3205994751","https://openalex.org/W4205727420","https://openalex.org/W4210424547","https://openalex.org/W4224286246","https://openalex.org/W4242495425","https://openalex.org/W4243123143","https://openalex.org/W4248767818","https://openalex.org/W4280535275","https://openalex.org/W4293057332","https://openalex.org/W4293195453","https://openalex.org/W4293195624","https://openalex.org/W4311522578","https://openalex.org/W4312588618","https://openalex.org/W4312753965","https://openalex.org/W4312911091","https://openalex.org/W4313598788","https://openalex.org/W4328030459","https://openalex.org/W4376269293","https://openalex.org/W4380520174","https://openalex.org/W4385270478","https://openalex.org/W4390306610","https://openalex.org/W4390827995","https://openalex.org/W4391547607","https://openalex.org/W4392061641","https://openalex.org/W6635292102","https://openalex.org/W6637373629","https://openalex.org/W6677580257","https://openalex.org/W6684191040","https://openalex.org/W6695314431","https://openalex.org/W6737664043","https://openalex.org/W6743695291","https://openalex.org/W6763456558","https://openalex.org/W6776359626","https://openalex.org/W6780969450","https://openalex.org/W6803208588"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3162668736","https://openalex.org/W3013760193","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":42},{"year":2025,"cited_by_count":16}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}