{"id":"https://openalex.org/W4385614039","doi":"https://doi.org/10.1007/s10462-023-10563-8","title":"A systematic review of federated learning from clients\u2019 perspective: challenges and solutions","display_name":"A systematic review of federated learning from clients\u2019 perspective: challenges and solutions","publication_year":2023,"publication_date":"2023-08-07","ids":{"openalex":"https://openalex.org/W4385614039","doi":"https://doi.org/10.1007/s10462-023-10563-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10563-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10563-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10563-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10563-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071591540","display_name":"Yashothara Shanmugarasa","orcid":"https://orcid.org/0000-0002-6414-9416"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yashothara Shanmugarasa","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018724341","display_name":"Hye-Young Paik","orcid":"https://orcid.org/0000-0003-4425-7388"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hye-young Paik","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059077090","display_name":"Salil S. Kanhere","orcid":"https://orcid.org/0000-0002-1835-3475"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Salil S. Kanhere","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW Sydney, Kensington, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064683660","display_name":"Liming Zhu","orcid":"https://orcid.org/0000-0001-5839-3765"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liming Zhu","raw_affiliation_strings":["Data61/CSIRO, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61/CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071591540"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":6.2784,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.97271294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"56","issue":"S2","first_page":"1773","last_page":"1827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8104124069213867},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6436197757720947},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6129220724105835},{"id":"https://openalex.org/keywords/decentralization","display_name":"Decentralization","score":0.5727428197860718},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5569140911102295},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5005512237548828},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49964475631713867},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.47931018471717834},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4314967095851898},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4065333902835846},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3928676247596741},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34042608737945557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2009129822254181},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.080515056848526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8104124069213867},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6436197757720947},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6129220724105835},{"id":"https://openalex.org/C136810230","wikidata":"https://www.wikidata.org/wiki/Q188961","display_name":"Decentralization","level":2,"score":0.5727428197860718},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5569140911102295},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5005512237548828},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49964475631713867},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.47931018471717834},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4314967095851898},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4065333902835846},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3928676247596741},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34042608737945557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2009129822254181},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.080515056848526},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10563-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10563-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10563-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10462-023-10563-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10563-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10563-8.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385614039.pdf"},"referenced_works_count":233,"referenced_works":["https://openalex.org/W893234787","https://openalex.org/W1592775138","https://openalex.org/W1726806267","https://openalex.org/W1975675278","https://openalex.org/W2025183033","https://openalex.org/W2107726111","https://openalex.org/W2116560806","https://openalex.org/W2405578611","https://openalex.org/W2559840118","https://openalex.org/W2798720628","https://openalex.org/W2807363941","https://openalex.org/W2912213068","https://openalex.org/W2941578813","https://openalex.org/W2948356724","https://openalex.org/W2962804345","https://openalex.org/W2963693396","https://openalex.org/W2966683668","https://openalex.org/W2967119243","https://openalex.org/W2968937098","https://openalex.org/W2970408908","https://openalex.org/W2970606380","https://openalex.org/W2970825779","https://openalex.org/W2972882814","https://openalex.org/W2974429275","https://openalex.org/W2977090839","https://openalex.org/W2977797911","https://openalex.org/W2978015420","https://openalex.org/W2978422189","https://openalex.org/W2980713544","https://openalex.org/W2982302101","https://openalex.org/W2982464076","https://openalex.org/W2984242138","https://openalex.org/W2984693664","https://openalex.org/W2987317136","https://openalex.org/W2989289980","https://openalex.org/W2990239018","https://openalex.org/W2990700079","https://openalex.org/W2995022099","https://openalex.org/W2998460075","https://openalex.org/W3001299093","https://openalex.org/W3001989995","https://openalex.org/W3002416713","https://openalex.org/W3004155269","https://openalex.org/W3005429940","https://openalex.org/W3006403184","https://openalex.org/W3006403513","https://openalex.org/W3006921589","https://openalex.org/W3006970599","https://openalex.org/W3007199357","https://openalex.org/W3008477738","https://openalex.org/W3008821091","https://openalex.org/W3012990321","https://openalex.org/W3013124972","https://openalex.org/W3015636663","https://openalex.org/W3015901293","https://openalex.org/W3016132749","https://openalex.org/W3016632787","https://openalex.org/W3017949972","https://openalex.org/W3018464563","https://openalex.org/W3021654819","https://openalex.org/W3023244064","https://openalex.org/W3023574229","https://openalex.org/W3024959708","https://openalex.org/W3025029677","https://openalex.org/W3025412407","https://openalex.org/W3027472889","https://openalex.org/W3027749727","https://openalex.org/W3027859434","https://openalex.org/W3036727471","https://openalex.org/W3038932755","https://openalex.org/W3041260798","https://openalex.org/W3042621011","https://openalex.org/W3043758338","https://openalex.org/W3044626808","https://openalex.org/W3045590453","https://openalex.org/W3046178819","https://openalex.org/W3046653923","https://openalex.org/W3049595782","https://openalex.org/W3051272477","https://openalex.org/W3080411117","https://openalex.org/W3080934299","https://openalex.org/W3081130510","https://openalex.org/W3084130864","https://openalex.org/W3085804918","https://openalex.org/W3088084782","https://openalex.org/W3088296980","https://openalex.org/W3088384496","https://openalex.org/W3089169090","https://openalex.org/W3089578458","https://openalex.org/W3091635927","https://openalex.org/W3091870957","https://openalex.org/W3092144916","https://openalex.org/W3093875170","https://openalex.org/W3097974940","https://openalex.org/W3099128725","https://openalex.org/W3100760018","https://openalex.org/W3100779497","https://openalex.org/W3101860164","https://openalex.org/W3102078694","https://openalex.org/W3103323991","https://openalex.org/W3105122387","https://openalex.org/W3106378891","https://openalex.org/W3107423520","https://openalex.org/W3108051446","https://openalex.org/W3109695251","https://openalex.org/W3109723249","https://openalex.org/W3113075536","https://openalex.org/W3116740735","https://openalex.org/W3118615836","https://openalex.org/W3119234025","https://openalex.org/W3120721446","https://openalex.org/W3128475867","https://openalex.org/W3128515475","https://openalex.org/W3130992186","https://openalex.org/W3133480365","https://openalex.org/W3133814152","https://openalex.org/W3135244141","https://openalex.org/W3135472452","https://openalex.org/W3135590557","https://openalex.org/W3137991047","https://openalex.org/W3138531978","https://openalex.org/W3140753276","https://openalex.org/W3151157462","https://openalex.org/W3152952112","https://openalex.org/W3153868393","https://openalex.org/W3155100294","https://openalex.org/W3156220053","https://openalex.org/W3158967187","https://openalex.org/W3160371670","https://openalex.org/W3161225848","https://openalex.org/W3164900515","https://openalex.org/W3167500796","https://openalex.org/W3167626677","https://openalex.org/W3173181676","https://openalex.org/W3174842369","https://openalex.org/W3176364684","https://openalex.org/W3176895663","https://openalex.org/W3182125009","https://openalex.org/W3183931182","https://openalex.org/W3184192107","https://openalex.org/W3184492975","https://openalex.org/W3187661226","https://openalex.org/W3189092282","https://openalex.org/W3189193281","https://openalex.org/W3189545149","https://openalex.org/W3191604281","https://openalex.org/W3192851879","https://openalex.org/W3193066552","https://openalex.org/W3193107436","https://openalex.org/W3195419053","https://openalex.org/W3195834862","https://openalex.org/W3196921830","https://openalex.org/W3196965143","https://openalex.org/W3198259583","https://openalex.org/W3198746473","https://openalex.org/W3198939852","https://openalex.org/W3199778284","https://openalex.org/W3200002062","https://openalex.org/W3203587904","https://openalex.org/W3204548382","https://openalex.org/W3205266566","https://openalex.org/W3206162503","https://openalex.org/W3208693455","https://openalex.org/W3209696639","https://openalex.org/W3209767145","https://openalex.org/W3213663322","https://openalex.org/W3214721897","https://openalex.org/W3215007906","https://openalex.org/W3215200847","https://openalex.org/W4200580682","https://openalex.org/W4205242494","https://openalex.org/W4206185183","https://openalex.org/W4206289400","https://openalex.org/W4206527366","https://openalex.org/W4206731046","https://openalex.org/W4206961599","https://openalex.org/W4213069590","https://openalex.org/W4220904996","https://openalex.org/W4224227775","https://openalex.org/W4226455583","https://openalex.org/W4255421341","https://openalex.org/W4283811369","https://openalex.org/W4285029859","https://openalex.org/W4285601288","https://openalex.org/W4286971399","https://openalex.org/W4295122507","https://openalex.org/W6600019823","https://openalex.org/W6600020652","https://openalex.org/W6600047755","https://openalex.org/W6600100092","https://openalex.org/W6600120041","https://openalex.org/W6600137863","https://openalex.org/W6600168703","https://openalex.org/W6600263792","https://openalex.org/W6600424091","https://openalex.org/W6600450872","https://openalex.org/W6600473871","https://openalex.org/W6600514347","https://openalex.org/W6600553734","https://openalex.org/W6600606495","https://openalex.org/W6600868736","https://openalex.org/W6600902652","https://openalex.org/W6601204288","https://openalex.org/W6601258443","https://openalex.org/W6601418914","https://openalex.org/W6601462914","https://openalex.org/W6601473709","https://openalex.org/W6601926947","https://openalex.org/W6602019454","https://openalex.org/W6602046083","https://openalex.org/W6602287985","https://openalex.org/W6602789671","https://openalex.org/W6604850101","https://openalex.org/W6605001883","https://openalex.org/W6605918897","https://openalex.org/W6606649508","https://openalex.org/W6607110455","https://openalex.org/W6607415324","https://openalex.org/W6608017574","https://openalex.org/W6609645346","https://openalex.org/W6609906364","https://openalex.org/W6611618559","https://openalex.org/W6629988080","https://openalex.org/W6630262768","https://openalex.org/W6630944157","https://openalex.org/W6636221917","https://openalex.org/W6732613808","https://openalex.org/W6732699761","https://openalex.org/W6738706717","https://openalex.org/W6743119038","https://openalex.org/W6833467510","https://openalex.org/W6849418115","https://openalex.org/W6849520562"],"related_works":["https://openalex.org/W2481378325","https://openalex.org/W2186336397","https://openalex.org/W2330351317","https://openalex.org/W3140943723","https://openalex.org/W3125369811","https://openalex.org/W1512425042","https://openalex.org/W2010376978","https://openalex.org/W2347300234","https://openalex.org/W4312475141","https://openalex.org/W3048813204"],"abstract_inverted_index":{"Abstract":[0],"Federated":[1],"learning":[2,7],"(FL)":[3],"is":[4,140],"a":[5,41,120,132],"machine":[6],"approach":[8],"that":[9,159],"decentralizes":[10],"data":[11],"and":[12,115,146,161],"its":[13],"processing":[14],"by":[15,118],"allowing":[16],"clients":[17,91,167],"to":[18,31,97,102,111,143,151,164,168],"train":[19],"intermediate":[20],"models":[21],"on":[22,124],"their":[23,77],"devices":[24],"with":[25,40,166],"locally":[26],"stored":[27],"data.":[28,47],"It":[29],"aims":[30],"preserve":[32],"privacy":[33],"as":[34],"only":[35],"model":[36],"updates":[37],"are":[38,80,93,149],"shared":[39],"central":[42],"server":[43],"rather":[44],"than":[45],"raw":[46],"In":[48],"recent":[49],"years,":[50],"many":[51,81],"reviews":[52],"have":[53,74,163],"evaluated":[54],"FL":[55,71],"from":[56,84,87],"the":[57,65,88,94,103,106],"system":[58],"(general":[59],"challenges)":[60],"or":[61],"server\u2019s":[62],"perspectives,":[63],"ignoring":[64],"importance":[66],"of":[67,90,138,155],"clients\u2019":[68],"perspectives.":[69],"Although":[70],"helps":[72],"users":[73],"control":[75],"over":[76],"data,":[78],"there":[79,148],"challenges":[82,114,145],"arising":[83],"decentralization,":[85],"specifically":[86],"perspectives":[89],"who":[92],"main":[95],"contributors":[96],"FL.":[98],"Therefore,":[99],"in":[100,105],"response":[101],"gap":[104],"literature,":[107],"this":[108,156],"study":[109],"intends":[110],"explore":[112],"client-side":[113,170],"available":[116],"solutions":[117],"conducting":[119],"systematic":[121],"literature":[122],"review":[123],"238":[125],"primary":[126],"studies.":[127],"Further,":[128],"we":[129],"analyze":[130],"if":[131,147],"solution":[133],"identified":[134],"for":[135],"one":[136],"type":[137],"challenge":[139],"also":[141],"applicable":[142],"other":[144],"impacts":[150],"consider.":[152],"The":[153],"conclusion":[154],"survey":[157],"reveals":[158],"servers":[160],"platforms":[162],"work":[165],"address":[169],"challenges.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":11}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
