{"id":"https://openalex.org/W4417284268","doi":"https://doi.org/10.1109/twc.2025.3640861","title":"A MTTFF-Oriented Optimization to Guarantee Reliable Inference of Distributed Deep Systems in Industrial IoT Systems","display_name":"A MTTFF-Oriented Optimization to Guarantee Reliable Inference of Distributed Deep Systems in Industrial IoT Systems","publication_year":2025,"publication_date":"2025-12-12","ids":{"openalex":"https://openalex.org/W4417284268","doi":"https://doi.org/10.1109/twc.2025.3640861"},"language":null,"primary_location":{"id":"doi:10.1109/twc.2025.3640861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3640861","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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":null,"display_name":"Zhimin Zhang","orcid":"https://orcid.org/0009-0003-0683-5930"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhimin Zhang","raw_affiliation_strings":["School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-0683-5930","affiliations":[{"raw_affiliation_string":"School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030187015","display_name":"Yucong Xiao","orcid":"https://orcid.org/0009-0007-0946-8397"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yucong Xiao","raw_affiliation_strings":["School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-0946-8397","affiliations":[{"raw_affiliation_string":"School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112053388","display_name":"Zhipei Huang","orcid":"https://orcid.org/0000-0001-8034-939X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipei Huang","raw_affiliation_strings":["School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8034-939X","affiliations":[{"raw_affiliation_string":"School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754862","display_name":"Yunsheng Wang","orcid":"https://orcid.org/0000-0002-9876-5356"},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunsheng Wang","raw_affiliation_strings":["Department of Computer Science, California State Polytechnic University, Pomona, CA, USA","Department of Computer Science, California State Polytechnic University, Pomona, Pomona, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9876-5356","affiliations":[{"raw_affiliation_string":"Department of Computer Science, California State Polytechnic University, Pomona, CA, USA","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"Department of Computer Science, California State Polytechnic University, Pomona, Pomona, CA, USA","institution_ids":["https://openalex.org/I98947143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101810760","display_name":"Xuewu Dai","orcid":"https://orcid.org/0000-0002-9324-5925"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xuewu Dai","raw_affiliation_strings":["Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle-upon-Tyne, U.K","Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle-upon-Tyne, UK"],"raw_orcid":"https://orcid.org/0000-0002-9324-5925","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle-upon-Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle-upon-Tyne, UK","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051763346","display_name":"Wuxiong Zhang","orcid":"https://orcid.org/0000-0002-5084-3351"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wuxiong Zhang","raw_affiliation_strings":["School of Geophysics and Space Exploration, East China University of Technology, Nanchang, China","Shanghai Institute of Microsystem and Information Technology (SIMIT), Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5084-3351","affiliations":[{"raw_affiliation_string":"School of Geophysics and Space Exploration, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology (SIMIT), Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603763","display_name":"Desheng Zhang","orcid":"https://orcid.org/0000-0002-3021-7759"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Aerospace Information Research Institute (AIR), Chinese Academy of Sciences, Beijing, China","Air Aerospace Information Research Institute Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3021-7759","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute (AIR), Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Air Aerospace Information Research Institute Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397725","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0003-0608-9408"},"institutions":[{"id":"https://openalex.org/I1320758411","display_name":"Entrust","ror":"https://ror.org/01deqjx32","country_code":"GB","type":"other","lineage":["https://openalex.org/I1320758411"]},{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","GB","HK"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Shanghai Center of Hong Kong University of Science and Technology, Shanghai, China","IoT Thrust and the Research Center for Digital World with Intelligent Things (DOIT), HKUST (Guangzhou), China"],"raw_orcid":"https://orcid.org/0000-0003-0608-9408","affiliations":[{"raw_affiliation_string":"Shanghai Center of Hong Kong University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]},{"raw_affiliation_string":"IoT Thrust and the Research Center for Digital World with Intelligent Things (DOIT), HKUST (Guangzhou), China","institution_ids":["https://openalex.org/I1320758411","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074507539","display_name":"Fei Qin","orcid":"https://orcid.org/0000-0003-1671-8968"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Qin","raw_affiliation_strings":["School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1671-8968","affiliations":[{"raw_affiliation_string":"School Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18942617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"8660","last_page":"8676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.29010000824928284,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.29010000824928284,"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"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.11410000175237656,"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":0.09629999846220016,"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/inference","display_name":"Inference","score":0.7027999758720398},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5733000040054321},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5590999722480774},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5586000084877014},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5268999934196472},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5220999717712402},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5011000037193298},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5005000233650208},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4837000072002411}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8274999856948853},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7027999758720398},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5733000040054321},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5590999722480774},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5586000084877014},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5268999934196472},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5227000117301941},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5220999717712402},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5011000037193298},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5005000233650208},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4837000072002411},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.3939000070095062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3862999975681305},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.37770000100135803},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3573000133037567},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.31869998574256897},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3111000061035156},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2815000116825104},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.27090001106262207},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.258899986743927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2025.3640861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3640861","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1658444889","display_name":"Electric Fleets with On-site Renewable Energy Sources (EFORES): Data-driven Dynamic Dispatching and Charging under Uncertainties","funder_award_id":"EP/W028727/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2111705173","display_name":null,"funder_award_id":"2024B0101020004","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G4773815817","display_name":"\u673a\u7406\u5efa\u6a21\u6570\u636e\u9a71\u52a8\u7684\u5de5\u4e1a\u65e0\u7ebf\u7f51\u7edc\u5ef6\u65f6\u5206\u5e03\u63a7\u5236\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071450","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4925991057","display_name":null,"funder_award_id":"CNS 2128346","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8066973796","display_name":null,"funder_award_id":"No. 62071450","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1984366984","https://openalex.org/W1989209630","https://openalex.org/W1997984679","https://openalex.org/W2009540244","https://openalex.org/W2024544328","https://openalex.org/W2096290838","https://openalex.org/W2103276054","https://openalex.org/W2104485532","https://openalex.org/W2107080958","https://openalex.org/W2113327731","https://openalex.org/W2134199662","https://openalex.org/W2135077618","https://openalex.org/W2138260071","https://openalex.org/W2144731033","https://openalex.org/W2194775991","https://openalex.org/W2294370754","https://openalex.org/W2377285914","https://openalex.org/W2786287163","https://openalex.org/W2890314881","https://openalex.org/W2894312746","https://openalex.org/W2902209350","https://openalex.org/W2963163009","https://openalex.org/W2963770864","https://openalex.org/W2964123226","https://openalex.org/W2971427375","https://openalex.org/W2989250322","https://openalex.org/W3016097478","https://openalex.org/W3021654819","https://openalex.org/W3034755948","https://openalex.org/W3081916050","https://openalex.org/W3082912738","https://openalex.org/W3136061407","https://openalex.org/W3178675959","https://openalex.org/W3193474598","https://openalex.org/W4213444799","https://openalex.org/W4225359190","https://openalex.org/W4235069777","https://openalex.org/W4312604822","https://openalex.org/W4316661211","https://openalex.org/W4319459046","https://openalex.org/W4383754252","https://openalex.org/W4385413343","https://openalex.org/W4388739236","https://openalex.org/W4392901761","https://openalex.org/W4406355847","https://openalex.org/W4410809448"],"related_works":[],"abstract_inverted_index":{"The":[0],"distributed":[1,19,70,89],"deep":[2,20,71,90,183],"learning":[3],"architecture":[4],"between":[5],"front-deployed":[6],"sensors":[7],"and":[8,62],"edge-deployed":[9],"gateways":[10],"attracts":[11],"increasing":[12],"interest.":[13],"However,":[14],"the":[15,26,33,38,59,66,75,79,98,124,134,151,156,181],"inference":[16,178],"performance":[17],"of":[18,29,78,105,109,127,143,168],"models":[21],"is":[22],"also":[23],"impacted":[24],"by":[25],"delivery":[27],"loss":[28],"intermediate":[30],"representation":[31],"in":[32,37,58,69],"wireless":[34,106],"link,":[35],"especially":[36],"harsh":[39],"industrial":[40],"fading":[41],"environments.":[42],"Traditional":[43],"communication":[44,80],"systems":[45],"usually":[46],"focus":[47],"on":[48],"transmission":[49,118],"errors":[50],"at":[51],"bit":[52,111],"level,":[53],"which":[54,73,114,145,170],"treat":[55],"all":[56],"bits":[57],"packets":[60],"equally":[61],"fail":[63],"to":[64,82,96,138,172],"suit":[65],"varying":[67],"importance":[68],"models,":[72],"urges":[74],"essential":[76],"evolution":[77],"method":[81],"form":[83],"a":[84,116,140,147],"joint":[85],"co-design":[86],"paradigm":[87],"for":[88],"models.":[91],"This":[92,120],"article":[93],"then":[94,132],"proposes":[95],"optimize":[97],"Mean":[99],"Time":[100],"To":[101],"First":[102],"Failure":[103],"(MTTFF)":[104],"link":[107],"instead":[108],"traditional":[110],"error":[112],"rate,":[113],"enables":[115],"guaranteed":[117],"window.":[119],"paper":[121],"first":[122],"derives":[123],"analytical":[125],"model":[126],"MTTFF":[128],"under":[129],"MIMO":[130],"systems,":[131],"utilizes":[133],"kernel":[135],"mixture":[136],"distribution":[137],"obtain":[139],"closed-form":[141],"solution":[142],"MTTFF,":[144,169],"forms":[146],"optimization":[148],"algorithm":[149],"minimizing":[150],"transmitted":[152],"power":[153],"while":[154],"achieving":[155],"aiming":[157],"MTTFF.":[158],"Extensive":[159],"reallife":[160],"experiments":[161],"show":[162],"more":[163,173],"than":[164,174,180],"70%":[165],"satisfaction":[166],"rate":[167],"leads":[171],"10":[175],"times":[176],"higher":[177],"accuracy":[179],"original":[182],"model.":[184]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-12T00:00:00"}
