{"id":"https://openalex.org/W4221117686","doi":"https://doi.org/10.1145/3524106","title":"A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions","display_name":"A Survey on Requirements of Future Intelligent Networks: Solutions and Future Research Directions","publication_year":2022,"publication_date":"2022-03-14","ids":{"openalex":"https://openalex.org/W4221117686","doi":"https://doi.org/10.1145/3524106"},"language":"en","primary_location":{"id":"doi:10.1145/3524106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524106","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5090218217","display_name":"Arif Husen","orcid":"https://orcid.org/0000-0001-7142-5522"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Arif Husen","raw_affiliation_strings":["Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-7142-5522","affiliations":[{"raw_affiliation_string":"Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027740218","display_name":"Muhammad Hasanain Chaudary","orcid":"https://orcid.org/0000-0001-6247-7507"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Hasanain Chaudary","raw_affiliation_strings":["Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101853395","display_name":"Farooq Ahmad","orcid":"https://orcid.org/0000-0002-3985-0948"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farooq Ahmad","raw_affiliation_strings":["Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science at COMSATS University Islamabad, Lahore Campus, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7094,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90172831,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"55","issue":"4","first_page":"1","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.996999979019165,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9965999722480774,"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":0.8187976479530334},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6124036312103271},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5758438110351562},{"id":"https://openalex.org/keywords/vendor","display_name":"Vendor","score":0.571347177028656},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5657280087471008},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.556700587272644},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5191461443901062},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5184887647628784},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4482170641422272},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42458534240722656},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34082555770874023},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1391364336013794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187976479530334},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6124036312103271},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5758438110351562},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.571347177028656},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5657280087471008},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.556700587272644},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5191461443901062},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5184887647628784},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4482170641422272},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42458534240722656},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34082555770874023},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1391364336013794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3524106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524106","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":252,"referenced_works":["https://openalex.org/W20034950","https://openalex.org/W1499654477","https://openalex.org/W1529459676","https://openalex.org/W1531223732","https://openalex.org/W1537451712","https://openalex.org/W1542298582","https://openalex.org/W1557767476","https://openalex.org/W1563984920","https://openalex.org/W1722699250","https://openalex.org/W1920422659","https://openalex.org/W1966292371","https://openalex.org/W1970414927","https://openalex.org/W1981149165","https://openalex.org/W1985892202","https://openalex.org/W1986030291","https://openalex.org/W1996159834","https://openalex.org/W1997081526","https://openalex.org/W2000011732","https://openalex.org/W2004522052","https://openalex.org/W2004643722","https://openalex.org/W2006216084","https://openalex.org/W2010230333","https://openalex.org/W2010585744","https://openalex.org/W2011087583","https://openalex.org/W2011483646","https://openalex.org/W2018436679","https://openalex.org/W2020278364","https://openalex.org/W2023290353","https://openalex.org/W2027355980","https://openalex.org/W2027660225","https://openalex.org/W2030831154","https://openalex.org/W2031794885","https://openalex.org/W2033599466","https://openalex.org/W2037596995","https://openalex.org/W2037693158","https://openalex.org/W2042821908","https://openalex.org/W2045338030","https://openalex.org/W2046740087","https://openalex.org/W2046979221","https://openalex.org/W2054318662","https://openalex.org/W2060961730","https://openalex.org/W2076450981","https://openalex.org/W2082628745","https://openalex.org/W2084726407","https://openalex.org/W2086402015","https://openalex.org/W2086621998","https://openalex.org/W2091798412","https://openalex.org/W2098936723","https://openalex.org/W2100470343","https://openalex.org/W2101214859","https://openalex.org/W2108006174","https://openalex.org/W2109401393","https://openalex.org/W2111085587","https://openalex.org/W2118726427","https://openalex.org/W2122307152","https://openalex.org/W2125055259","https://openalex.org/W2125890412","https://openalex.org/W2128569883","https://openalex.org/W2130056547","https://openalex.org/W2130325614","https://openalex.org/W2131957313","https://openalex.org/W2136348220","https://openalex.org/W2142230418","https://openalex.org/W2142405857","https://openalex.org/W2144151128","https://openalex.org/W2146874304","https://openalex.org/W2147184971","https://openalex.org/W2148750096","https://openalex.org/W2149706766","https://openalex.org/W2151012394","https://openalex.org/W2152997194","https://openalex.org/W2153849055","https://openalex.org/W2156201550","https://openalex.org/W2159958314","https://openalex.org/W2160279936","https://openalex.org/W2168357742","https://openalex.org/W2188108284","https://openalex.org/W2194775991","https://openalex.org/W2248566425","https://openalex.org/W2254633211","https://openalex.org/W2281611560","https://openalex.org/W2285924575","https://openalex.org/W2293876974","https://openalex.org/W2294123522","https://openalex.org/W2323736524","https://openalex.org/W2336136854","https://openalex.org/W2341128974","https://openalex.org/W2386479820","https://openalex.org/W2395031815","https://openalex.org/W2395579298","https://openalex.org/W2401350823","https://openalex.org/W2466084743","https://openalex.org/W2469864156","https://openalex.org/W2485276051","https://openalex.org/W2492307518","https://openalex.org/W2525822866","https://openalex.org/W2528061673","https://openalex.org/W2528788999","https://openalex.org/W2541118606","https://openalex.org/W2545234387","https://openalex.org/W2562947506","https://openalex.org/W2563749778","https://openalex.org/W2566425973","https://openalex.org/W2581728009","https://openalex.org/W2586872059","https://openalex.org/W2587087058","https://openalex.org/W2588061367","https://openalex.org/W2592755103","https://openalex.org/W2592949994","https://openalex.org/W2593548754","https://openalex.org/W2602923095","https://openalex.org/W2605934746","https://openalex.org/W2612074600","https://openalex.org/W2614904885","https://openalex.org/W2617931713","https://openalex.org/W2623718314","https://openalex.org/W2735793369","https://openalex.org/W2739609673","https://openalex.org/W2742290149","https://openalex.org/W2748748242","https://openalex.org/W2755056899","https://openalex.org/W2761862361","https://openalex.org/W2771644755","https://openalex.org/W2783729004","https://openalex.org/W2784205130","https://openalex.org/W2790635750","https://openalex.org/W2793519446","https://openalex.org/W2794081072","https://openalex.org/W2798242815","https://openalex.org/W2801358835","https://openalex.org/W2802223983","https://openalex.org/W2803434058","https://openalex.org/W2883604755","https://openalex.org/W2885268922","https://openalex.org/W2889741439","https://openalex.org/W2891171329","https://openalex.org/W2891705554","https://openalex.org/W2896225285","https://openalex.org/W2898035736","https://openalex.org/W2899743487","https://openalex.org/W2900804979","https://openalex.org/W2902112184","https://openalex.org/W2902952649","https://openalex.org/W2903252781","https://openalex.org/W2908261578","https://openalex.org/W2909859782","https://openalex.org/W2909999566","https://openalex.org/W2910790589","https://openalex.org/W2915905517","https://openalex.org/W2921319277","https://openalex.org/W2921437836","https://openalex.org/W2926938737","https://openalex.org/W2939348587","https://openalex.org/W2942806183","https://openalex.org/W2948553082","https://openalex.org/W2954022626","https://openalex.org/W2958377864","https://openalex.org/W2960964942","https://openalex.org/W2962850461","https://openalex.org/W2962883549","https://openalex.org/W2962897034","https://openalex.org/W2962988223","https://openalex.org/W2963512043","https://openalex.org/W2963543042","https://openalex.org/W2963707263","https://openalex.org/W2963805280","https://openalex.org/W2963861143","https://openalex.org/W2964005248","https://openalex.org/W2964044673","https://openalex.org/W2964248614","https://openalex.org/W2964288953","https://openalex.org/W2964293113","https://openalex.org/W2964298527","https://openalex.org/W2965462984","https://openalex.org/W2965605300","https://openalex.org/W2967781079","https://openalex.org/W2969077220","https://openalex.org/W2969519626","https://openalex.org/W2970361397","https://openalex.org/W2971729523","https://openalex.org/W2973330276","https://openalex.org/W2974084046","https://openalex.org/W2989178978","https://openalex.org/W2991172035","https://openalex.org/W2991300239","https://openalex.org/W2991582583","https://openalex.org/W2991891458","https://openalex.org/W2993809815","https://openalex.org/W2995450656","https://openalex.org/W2996766934","https://openalex.org/W2997529345","https://openalex.org/W2998881388","https://openalex.org/W3000408141","https://openalex.org/W3003335119","https://openalex.org/W3004503774","https://openalex.org/W3005526854","https://openalex.org/W3006210340","https://openalex.org/W3006387471","https://openalex.org/W3007943882","https://openalex.org/W3008410230","https://openalex.org/W3009531334","https://openalex.org/W3009552355","https://openalex.org/W3010267575","https://openalex.org/W3010676594","https://openalex.org/W3011067038","https://openalex.org/W3011204221","https://openalex.org/W3011830499","https://openalex.org/W3016146955","https://openalex.org/W3017210109","https://openalex.org/W3021440442","https://openalex.org/W3021559629","https://openalex.org/W3021614140","https://openalex.org/W3022003650","https://openalex.org/W3022107056","https://openalex.org/W3022272562","https://openalex.org/W3022812291","https://openalex.org/W3022816778","https://openalex.org/W3023639128","https://openalex.org/W3023981559","https://openalex.org/W3027865426","https://openalex.org/W3036390306","https://openalex.org/W3037937991","https://openalex.org/W3039237082","https://openalex.org/W3040109035","https://openalex.org/W3042888165","https://openalex.org/W3047170760","https://openalex.org/W3049298978","https://openalex.org/W3087880859","https://openalex.org/W3091587417","https://openalex.org/W3102090507","https://openalex.org/W3102294561","https://openalex.org/W3102711066","https://openalex.org/W3110989801","https://openalex.org/W3114285118","https://openalex.org/W3115683865","https://openalex.org/W3117981770","https://openalex.org/W3118782137","https://openalex.org/W3124635006","https://openalex.org/W3128776128","https://openalex.org/W3135028703","https://openalex.org/W3140854437","https://openalex.org/W3144404977","https://openalex.org/W3151647019","https://openalex.org/W3158020187","https://openalex.org/W3160960920","https://openalex.org/W3162088747","https://openalex.org/W3164785034","https://openalex.org/W3167198684","https://openalex.org/W3196762896","https://openalex.org/W3212941463","https://openalex.org/W4205946715","https://openalex.org/W4248350653"],"related_works":["https://openalex.org/W2478661203","https://openalex.org/W2004830053","https://openalex.org/W3008115697","https://openalex.org/W2145175947","https://openalex.org/W3124949371","https://openalex.org/W2120643196","https://openalex.org/W1567555513","https://openalex.org/W2471694075","https://openalex.org/W1969195496","https://openalex.org/W4287864641"],"abstract_inverted_index":{"The":[0,22,145,178,396],"context":[1],"of":[2,8,24,32,43,69,102,124,127,133,148,156,181,196,204,284,352,399],"this":[3,25,116,149,279,400],"study":[4,26,117,150,280,334,401],"examines":[5],"the":[6,30,37,97,103,109,125,237,260,266,269,282,285,338,374,403],"requirements":[7,126,157,283],"Future":[9],"Intelligent":[10],"Networks":[11],"(FIN),":[12],"solutions,":[13],"and":[14,45,60,81,94,129,165,174,209,211,247,255,258,264,272,287,299,305,327,331,350,354,384,387,417,420],"current":[15],"research":[16,170,176],"directions":[17],"through":[18,291],"a":[19,121,131,154,224,230,245,413,425],"survey":[20],"technique.":[21],"background":[23],"is":[27,233,402],"hinged":[28],"on":[29,223,229,293,318,322,345,424],"applications":[31,183,320,341],"Machine":[33],"Learning":[34],"(ML)":[35],"in":[36,66,96,108,184,244,337],"networking":[38,98],"field.":[39],"Through":[40],"careful":[41],"analysis":[42,167],"literature":[44,110],"real-world":[46],"reports,":[47],"we":[48,313],"noted":[49],"that":[50,137,201,336,373],"ML":[51,105,143,163,182,212,238,250,319,340,364,382,390,409],"has":[52],"significantly":[53],"expedited":[54],"decision-making":[55],"processes,":[56],"enhanced":[57],"intelligent":[58,79,192,219],"automation,":[59],"helped":[61],"resolve":[62],"complex":[63],"problems":[64,243],"economically":[65],"different":[67,134],"fields":[68],"life.":[70],"Various":[71],"researchers":[72,298,406],"have":[73,87,314],"also":[74],"envisioned":[75,158,294],"future":[76,175,202],"networks":[77,205],"incorporating":[78],"functions":[80,93],"operations":[82,95,365,386],"with":[83,142,358,362,380],"ML.":[84],"Several":[85],"efforts":[86],"been":[88],"made":[89],"to":[90,119,139,152,168,262,275,407],"automate":[91],"individual":[92,432],"domain;":[99],"however,":[100],"most":[101],"existing":[104,316],"models":[106,251,410],"proposed":[107],"lack":[111],"several":[112],"vital":[113],"requirements.":[114],"Hence,":[115],"aims":[118],"present":[120],"comprehensive":[122],"summary":[123],"FIN":[128,286],"propose":[130,388],"taxonomy":[132,155,290],"network":[135,270],"functionalities":[136],"needs":[138],"be":[140,189,253,378],"equipped":[141],"techniques.":[144],"core":[146],"objectives":[147],"are":[151,206,221,366],"provide":[153,214,421],"for":[159,394,405,412],"end-to-end":[160],"FIN,":[161],"relevant":[162],"techniques,":[164],"their":[166,289],"find":[169],"gaps,":[171],"open":[172],"issues,":[173],"directions.":[177],"real":[179],"benefit":[180],"any":[185],"domain":[186],"can":[187,213,240],"only":[188,217,234],"ensured":[190],"if":[191,218,236],"capabilities":[193,220],"cover":[194],"all":[195],"its":[197],"components.":[198],"We":[199,371],"observed":[200,335],"generations":[203],"heterogeneous,":[207],"multi-vendor,":[208],"multidimensional,":[210],"optimal":[215],"results":[216],"used":[222],"holistic":[225,231,356,428],"scale.":[226],"Realizing":[227],"intelligence":[228],"scale":[232],"possible":[235],"algorithms":[239],"solve":[241,276],"heterogeneous":[242],"multi-vendor":[246],"multidimensional":[248],"environment.":[249],"must":[252],"reliable":[254],"efficient,":[256],"support,":[257],"possess":[259],"capability":[261],"learn":[263],"share":[265],"knowledge":[267,329,360],"across":[268],"layers":[271],"administrative":[273],"domains":[274],"issues.":[277],"First,":[278],"ascertains":[281],"proposes":[288],"reviews":[292],"ideas":[295],"by":[296],"various":[297],"articles":[300],"gathered":[301],"from":[302],"reputed":[303],"conferences":[304],"standard":[306],"developing":[307],"organizations":[308],"using":[309],"keyword":[310],"queries.":[311],"Second,":[312],"reviewed":[315],"studies":[317],"focusing":[321],"coverage,":[323],"heterogeneity,":[324],"distributed":[325],"architecture,":[326],"cross-domain":[328],"learning":[330,357],"sharing.":[332],"Our":[333],"past,":[339],"were":[342],"focused":[343],"mainly":[344],"an":[346,389,431],"individual/isolated":[347],"level":[348],"only,":[349],"aspects":[351],"global":[353,426],"deep":[355],"cross-layer/cross-domain":[359],"sharing":[361],"agile":[363,385],"not":[367],"explored":[368],"at":[369],"large.":[370],"recommend":[372],"issues":[375],"mentioned":[376],"previously":[377],"addressed":[379],"improved":[381],"architecture":[383,393],"pipeline":[391],"based":[392],"FIN.":[395],"significant":[397],"contribution":[398],"impetus":[404],"seek":[408],"suitable":[411],"modular,":[414],"distributed,":[415],"multi-domain,":[416],"multi-layer":[418],"environment":[419],"decision":[422],"making":[423],"or":[427],"rather":[429],"than":[430],"function":[433],"level.":[434]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
