{"id":"https://openalex.org/W3186771824","doi":"https://doi.org/10.1109/mic.2021.3053711","title":"Toward Distributed, Global, Deep Learning Using IoT Devices","display_name":"Toward Distributed, Global, Deep Learning Using IoT Devices","publication_year":2021,"publication_date":"2021-05-01","ids":{"openalex":"https://openalex.org/W3186771824","doi":"https://doi.org/10.1109/mic.2021.3053711","mag":"3186771824"},"language":"en","primary_location":{"id":"doi:10.1109/mic.2021.3053711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mic.2021.3053711","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/mic.2021.3053711","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072224562","display_name":"Bharath Sudharsan","orcid":"https://orcid.org/0000-0001-5906-113X"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Bharath Sudharsan","raw_affiliation_strings":["National University of Ireland Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-5906-113X","affiliations":[{"raw_affiliation_string":"National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004463468","display_name":"Pankesh Patel","orcid":"https://orcid.org/0000-0001-5973-4197"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Pankesh Patel","raw_affiliation_strings":["National University of Ireland Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-5973-4197","affiliations":[{"raw_affiliation_string":"National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090996360","display_name":"John G. Breslin","orcid":"https://orcid.org/0000-0001-5790-050X"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John Breslin","raw_affiliation_strings":["National University of Ireland Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-5790-050X","affiliations":[{"raw_affiliation_string":"National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076597206","display_name":"Muhammad Intizar Ali","orcid":"https://orcid.org/0000-0002-0674-2131"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Muhammad Intizar Ali","raw_affiliation_strings":["Dublin City University, Dublin 9, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-0674-2131","affiliations":[{"raw_affiliation_string":"Dublin City University, Dublin 9, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023662998","display_name":"Karan Mitra","orcid":"https://orcid.org/0000-0003-3489-7429"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Karan Mitra","raw_affiliation_strings":["Lule&#x00E5; University of Technology, Lule&#x00E5;, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3489-7429","affiliations":[{"raw_affiliation_string":"Lule&#x00E5; University of Technology, Lule&#x00E5;, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004847496","display_name":"Schahram Dustdar","orcid":"https://orcid.org/0000-0001-6872-8821"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["AT","GB"],"is_corresponding":false,"raw_author_name":"Schahram Dustdar","raw_affiliation_strings":["TU Wien, Vienna, Austria","Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6872-8821","affiliations":[{"raw_affiliation_string":"TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021973291","display_name":"Omer Rana","orcid":"https://orcid.org/0000-0003-3597-2646"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Omer Rana","raw_affiliation_strings":["Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3597-2646","affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071564719","display_name":"Prem Prakash Jayaraman","orcid":"https://orcid.org/0000-0003-4500-3443"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prem Prakash Jayaraman","raw_affiliation_strings":["Swinburne University of Technology, Hawthorn, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4500-3443","affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Hawthorn, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072670483","display_name":"Rajiv Ranjan","orcid":"https://orcid.org/0000-0002-6610-1328"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rajiv Ranjan","raw_affiliation_strings":["Newcastle University, Newcastle upon Tyne, U.K"],"raw_orcid":"https://orcid.org/0000-0002-6610-1328","affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4457,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82024177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"25","issue":"3","first_page":"6","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9962999820709229,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9955999851226807,"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":0.8838092684745789},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8152104020118713},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5608739852905273},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5394005179405212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015559196472168},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.44656968116760254},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.4403547942638397},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4279366433620453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4194777309894562},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4141473174095154},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3534022569656372},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2130546271800995},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2018468677997589}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8838092684745789},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8152104020118713},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5608739852905273},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5394005179405212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015559196472168},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.44656968116760254},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.4403547942638397},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4279366433620453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4194777309894562},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4141473174095154},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3534022569656372},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2130546271800995},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2018468677997589},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mic.2021.3053711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mic.2021.3053711","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet Computing","raw_type":"journal-article"},{"id":"pmh:http://www.rian.ie/197623/","is_oa":true,"landing_page_url":"http://hdl.handle.net/10379/16881","pdf_url":"http://hdl.handle.net/10379/16881","source":{"id":"https://openalex.org/S4306400033","display_name":"Arrow@dit (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"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"},{"id":"pmh:oai:eprints.ncl.ac.uk:276343","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.ncl.ac.uk/fulltext.aspx?url=276343/DF382192-65D5-4281-AA8E-A471F2A536E5.pdf&pub_id=276343","source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1109/mic.2021.3053711","is_oa":true,"landing_page_url":"https://doi.org/10.1109/mic.2021.3053711","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2580158740","display_name":null,"funder_award_id":"SFI/16/RC/3918","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G3040647492","display_name":null,"funder_award_id":"EP/T021985/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3866317834","display_name":null,"funder_award_id":"847577","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G5528571413","display_name":null,"funder_award_id":"SFI/16/RC/3918","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G606959278","display_name":"Confirm Centre for Smart Manufacturing","funder_award_id":"16/RC/3918","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6704190427","display_name":"Smart Manufacturing Advanced Research Training for Industry 4.0","funder_award_id":"847577","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G928497539","display_name":null,"funder_award_id":"16/RC/3918","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2405578611","https://openalex.org/W2407022425","https://openalex.org/W2469490737","https://openalex.org/W2563343794","https://openalex.org/W2765170276","https://openalex.org/W2769644379","https://openalex.org/W2789243870","https://openalex.org/W2901751978","https://openalex.org/W2952369090","https://openalex.org/W2962863496","https://openalex.org/W2963091558","https://openalex.org/W2963792515","https://openalex.org/W2990152177","https://openalex.org/W3040838366","https://openalex.org/W3096510650","https://openalex.org/W4230874317","https://openalex.org/W4289422630","https://openalex.org/W6714239094","https://openalex.org/W6720242923","https://openalex.org/W6745458143","https://openalex.org/W6746200960","https://openalex.org/W6748632073","https://openalex.org/W6755024261","https://openalex.org/W6780226713"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2385763152","https://openalex.org/W2271471376","https://openalex.org/W4288346122","https://openalex.org/W2949525946","https://openalex.org/W2065794777","https://openalex.org/W1578482789","https://openalex.org/W3134366957","https://openalex.org/W2908654642","https://openalex.org/W2907349043"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"(DL)":[2],"using":[3],"large":[4],"scale,":[5],"high-quality":[6],"IoT":[7,50],"datasets":[8,15],"can":[9],"be":[10],"computationally":[11],"expensive.":[12],"Utilizing":[13],"such":[14],"to":[16,38,154,163],"produce":[17],"a":[18,22,27,34,64,112,124],"problem-solving":[19],"model":[20,42,72,97],"within":[21,63],"reasonable":[23],"time":[24,87],"frame":[25],"requires":[26],"scalable":[28],"distributed":[29,105,160],"training":[30,107,132,138,161],"platform/system.":[31],"We":[32,67],"present":[33],"novel":[35],"approach":[36],"where":[37],"train":[39],"one":[40],"DL":[41,106,137],"on":[43],"the":[44,53,57,69,75,93,116,131,149,156,159],"hardware":[45],"of":[46,48,59,74,96,136,158,170],"thousands":[47],"mid-sized":[49],"devices":[51],"across":[52],"world,":[54],"rather":[55],"than":[56],"use":[58],"GPU":[60],"cluster":[61],"available":[62],"data":[65,118],"center.":[66],"analyze":[68],"scalability":[70,135],"and":[71,92,108,134,168],"convergence":[73],"subsequently":[76],"generated":[77],"model,":[78],"identify":[79],"three":[80],"bottlenecks":[81],"that":[82,148],"are:":[83],"high":[84],"computational":[85],"operations,":[86],"consuming":[88],"dataset":[89],"loading":[90],"I/O,":[91],"slow":[94],"exchange":[95],"gradients.":[98],"To":[99],"highlight":[100],"research":[101],"challenges":[102],"for":[103,123],"globally":[104],"classification,":[109],"we":[110],"consider":[111],"case":[113],"study":[114],"from":[115],"video":[117],"processing":[119],"domain.":[120],"A":[121],"need":[122],"two-step":[125],"deep":[126],"compression":[127],"method,":[128],"which":[129],"increases":[130],"speed":[133],"processing,":[139],"is":[140,152],"also":[141],"outlined.":[142],"Our":[143],"initial":[144],"experimental":[145],"validation":[146],"shows":[147],"proposed":[150],"method":[151],"able":[153],"improve":[155],"tolerance":[157],"process":[162],"varying":[164],"internet":[165],"bandwidth,":[166],"latency,":[167],"Quality":[169],"Service":[171],"metrics.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
