{"id":"https://openalex.org/W4317555366","doi":"https://doi.org/10.1109/pcs56426.2022.10018075","title":"Efficient Feature Compression for Edge-Cloud Systems","display_name":"Efficient Feature Compression for Edge-Cloud Systems","publication_year":2022,"publication_date":"2022-12-07","ids":{"openalex":"https://openalex.org/W4317555366","doi":"https://doi.org/10.1109/pcs56426.2022.10018075"},"language":"en","primary_location":{"id":"doi:10.1109/pcs56426.2022.10018075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pcs56426.2022.10018075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Picture Coding Symposium (PCS)","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/A5029146300","display_name":"Zhihao Duan","orcid":"https://orcid.org/0000-0002-7948-4356"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihao Duan","raw_affiliation_strings":["Purdue University,Elmore Family School of Electrical and Computer Engineering,West Lafayette,Indiana,U.S.A","Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,Elmore Family School of Electrical and Computer Engineering,West Lafayette,Indiana,U.S.A","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, U.S.A","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001380619","display_name":"Fengqing Zhu","orcid":"https://orcid.org/0000-0002-3863-3220"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fengqing Zhu","raw_affiliation_strings":["Purdue University,Elmore Family School of Electrical and Computer Engineering,West Lafayette,Indiana,U.S.A","Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,Elmore Family School of Electrical and Computer Engineering,West Lafayette,Indiana,U.S.A","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana, U.S.A","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":2.3241,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87800073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9980000257492065,"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":0.7854658365249634},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7488993406295776},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.7464503049850464},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6664915084838867},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6308332681655884},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5867406725883484},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5727757215499878},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5551427602767944},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.46452391147613525},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4522380232810974},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4196532964706421},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3832780718803406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3730399012565613},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34993743896484375},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11009171605110168},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08653661608695984},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0719393789768219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854658365249634},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7488993406295776},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7464503049850464},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6664915084838867},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6308332681655884},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5867406725883484},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5727757215499878},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5551427602767944},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.46452391147613525},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4522380232810974},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4196532964706421},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3832780718803406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3730399012565613},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34993743896484375},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11009171605110168},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08653661608695984},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0719393789768219},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pcs56426.2022.10018075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pcs56426.2022.10018075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Picture Coding Symposium (PCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1568325880","https://openalex.org/W1821462560","https://openalex.org/W2039760575","https://openalex.org/W2101700394","https://openalex.org/W2108598243","https://openalex.org/W2178928294","https://openalex.org/W2194775991","https://openalex.org/W2490784316","https://openalex.org/W2560023338","https://openalex.org/W2785562966","https://openalex.org/W2899663614","https://openalex.org/W2944454002","https://openalex.org/W2949361041","https://openalex.org/W2962790536","https://openalex.org/W2963447011","https://openalex.org/W2963770864","https://openalex.org/W2964098744","https://openalex.org/W3015540635","https://openalex.org/W3034755948","https://openalex.org/W3090392341","https://openalex.org/W3094502228","https://openalex.org/W3195300140","https://openalex.org/W4286695192","https://openalex.org/W4293584584","https://openalex.org/W6633884508","https://openalex.org/W6638523607","https://openalex.org/W6675207249","https://openalex.org/W6750227808","https://openalex.org/W6754634825","https://openalex.org/W6755977528","https://openalex.org/W6774071849","https://openalex.org/W6784333009","https://openalex.org/W6794062782"],"related_works":["https://openalex.org/W2275988210","https://openalex.org/W3208864304","https://openalex.org/W1486452452","https://openalex.org/W2613052597","https://openalex.org/W4284891186","https://openalex.org/W4283699800","https://openalex.org/W4308238081","https://openalex.org/W2374658657","https://openalex.org/W2610218895","https://openalex.org/W4309580464"],"abstract_inverted_index":{"Optimizing":[0],"computation":[1,62],"in":[2,29,87],"an":[3,7,30,43],"edge-cloud":[4,31],"system":[5,82],"is":[6,94],"important":[8],"yet":[9],"challenging":[10],"problem.":[11],"In":[12],"this":[13],"paper,":[14],"we":[15],"consider":[16],"a":[17,38,69],"three":[18],"way":[19],"trade-off":[20],"between":[21],"bit":[22],"rate,":[23],"classification":[24,33],"accuracy,":[25],"and":[26,42],"encoding":[27],"complexity":[28],"image":[32],"system.":[34],"Our":[35,52],"method":[36],"includes":[37],"new":[39],"training":[40],"strategy":[41],"efficient":[44],"encoder":[45],"architecture":[46],"to":[47,60],"improve":[48],"the":[49,65,90],"rate-accuracy":[50],"performance.":[51,92],"design":[53],"can":[54],"also":[55],"be":[56],"easily":[57],"scaled":[58],"according":[59],"different":[61],"resources":[63],"on":[64],"edge":[66],"device,":[67],"taking":[68],"step":[70],"towards":[71],"achieving":[72],"rate-accuracy-complexity":[73],"(RAC)":[74],"trade-off.":[75],"Under":[76],"various":[77],"settings,":[78],"our":[79],"feature":[80],"coding":[81],"consistently":[83],"outperforms":[84],"previous":[85],"methods":[86],"terms":[88],"of":[89],"RAC":[91],"Code":[93],"made":[95],"publicly":[96],"available":[97],"<sup":[98],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[99],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[100],".":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
