{"id":"https://openalex.org/W7131136823","doi":"https://doi.org/10.1109/idicaihei65991.2025.11378789","title":"Real-Time Cloud Deployment of Flask-AMDLNR: An AI-Driven Application-Layer Load Balancer for Microservices","display_name":"Real-Time Cloud Deployment of Flask-AMDLNR: An AI-Driven Application-Layer Load Balancer for Microservices","publication_year":2025,"publication_date":"2025-11-28","ids":{"openalex":"https://openalex.org/W7131136823","doi":"https://doi.org/10.1109/idicaihei65991.2025.11378789"},"language":"en","primary_location":{"id":"doi:10.1109/idicaihei65991.2025.11378789","doi":"https://doi.org/10.1109/idicaihei65991.2025.11378789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idicaihei65991.2025.11378789","pdf_url":null,"source":{"id":"https://openalex.org/S7407096857","display_name":"DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5115080897","display_name":"Snehal H. Chaflekar","orcid":"https://orcid.org/0000-0002-6235-052X","observed_orcids":["https://orcid.org/0000-0002-6235-052X"]},"institutions":[{"id":"https://openalex.org/I4210130476","display_name":"Datta Meghe Institute of Higher Education and Research","ror":"https://ror.org/02w7k5y22","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130476"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Snehal Chaflekar","raw_affiliation_strings":["Datta Meghe Institute of Higher Education and Research,Department of Computer Science & Engineering (AIDS),Wardha,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Datta Meghe Institute of Higher Education and Research,Department of Computer Science & Engineering (AIDS),Wardha,India","institution_ids":["https://openalex.org/I4210130476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033228247","display_name":"Rajendra M. Rewatkar","orcid":"https://orcid.org/0000-0001-5173-0407","observed_orcids":["https://orcid.org/0000-0001-5173-0407"]},"institutions":[{"id":"https://openalex.org/I4210130476","display_name":"Datta Meghe Institute of Higher Education and Research","ror":"https://ror.org/02w7k5y22","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130476"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajendra Rewatkar","raw_affiliation_strings":["Datta Meghe Institute of Higher Education and Research,Department of Biomedical Engineering,Wardha,Maharashtra,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Datta Meghe Institute of Higher Education and Research,Department of Biomedical Engineering,Wardha,Maharashtra,India","institution_ids":["https://openalex.org/I4210130476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073778975","display_name":"P. Chaudhari","orcid":"https://orcid.org/0009-0005-3037-3785","observed_orcids":["https://orcid.org/0009-0005-3037-3785"]},"institutions":[{"id":"https://openalex.org/I4405278111","display_name":"Priyadarshini College of Engineering","ror":"https://ror.org/050zc5n91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405278111"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Chaudhari","raw_affiliation_strings":["Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India","institution_ids":["https://openalex.org/I4405278111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126623672","display_name":"Shital Patil","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278111","display_name":"Priyadarshini College of Engineering","ror":"https://ror.org/050zc5n91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405278111"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shital Patil","raw_affiliation_strings":["Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India","institution_ids":["https://openalex.org/I4405278111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143616520","display_name":"Rupali Shinganjude","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405278111","display_name":"Priyadarshini College of Engineering","ror":"https://ror.org/050zc5n91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405278111"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rupali Shinganjude","raw_affiliation_strings":["Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Priyadarshini Bhagwati College of Engineering,Department of Information Technology,Nagpur,India","institution_ids":["https://openalex.org/I4405278111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028136061","display_name":"Tejaswini G. Panse","orcid":"https://orcid.org/0000-0001-6088-8062","observed_orcids":["https://orcid.org/0000-0001-6088-8062"]},"institutions":[{"id":"https://openalex.org/I4405284321","display_name":"Yeshwantrao Chavan College of Engineering","ror":"https://ror.org/03bfzc083","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405284321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tejaswini Panse","raw_affiliation_strings":["Yeshwantrao Chavan College of Engineering,Department of Electronics Engineering,Nagpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yeshwantrao Chavan College of Engineering,Department of Electronics Engineering,Nagpur,India","institution_ids":["https://openalex.org/I4405284321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.6104000210762024,"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/T12127","display_name":"Software System Performance and Reliability","score":0.6104000210762024,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.3837999999523163,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12799","display_name":"Mobile and Web Applications","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/microservices","display_name":"microservices","score":0.902999997138977},{"id":"https://openalex.org/keywords/request-routing","display_name":"request routing","score":0.7429999709129333},{"id":"https://openalex.org/keywords/flask","display_name":"Flask","score":0.6380000114440918},{"id":"https://openalex.org/keywords/cloud-deployment","display_name":"cloud deployment","score":0.6119999885559082},{"id":"https://openalex.org/keywords/kubernetes","display_name":"Kubernetes","score":0.6639999747276306},{"id":"https://openalex.org/keywords/auto-scaling","display_name":"auto-scaling","score":0.8360000252723694},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"fault tolerance","score":0.9440000057220459},{"id":"https://openalex.org/keywords/distributed-tracing","display_name":"distributed tracing","score":0.953000009059906},{"id":"https://openalex.org/keywords/service-response-time","display_name":"service response time","score":0.6660000085830688}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9110999703407288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7712000012397766},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.7110999822616577},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.699400007724762},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6912000179290771},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6075999736785889},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5281999707221985},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.512499988079071},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.4839000105857849},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4458000063896179},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.3862000107765198},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.3580999970436096},{"id":"https://openalex.org/C65813073","wikidata":"https://www.wikidata.org/wiki/Q1622420","display_name":"High availability","level":2,"score":0.3513000011444092},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.3418999910354614},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.2689000070095062},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.2565000057220459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idicaihei65991.2025.11378789","doi":"https://doi.org/10.1109/idicaihei65991.2025.11378789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idicaihei65991.2025.11378789","pdf_url":null,"source":{"id":"https://openalex.org/S7407096857","display_name":"DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIHEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2960184797","https://openalex.org/W4366778615","https://openalex.org/W4405232997","https://openalex.org/W4406611750","https://openalex.org/W4407577194","https://openalex.org/W4410214990"],"related_works":["https://openalex.org/W4408948894","https://openalex.org/W4406611750","https://openalex.org/W7221031095","https://openalex.org/W7144152553","https://openalex.org/W4410090258","https://openalex.org/W3134828815","https://openalex.org/W4406417937","https://openalex.org/W3132447383","https://openalex.org/W4410899670","https://openalex.org/W4403037368"],"abstract_inverted_index":{"At":[0],"the":[1,150],"application":[2],"layer":[3],"intelligent":[4,143],"real-time":[5,53,106],"load":[6,61,101],"balancing":[7,102,133],"is":[8,103,139],"more":[9,130],"crucial":[10],"than":[11],"ever":[12],"as":[13,56],"microservices-based":[14],"architectures":[15,148],"take":[16],"center":[17],"stage":[18],"in":[19,46,105,113,127,149],"today's":[20],"cloud":[21],"applications.":[22],"We":[23],"are":[24],"pleased":[25],"to":[26,70,111,129,141],"present":[27],"Flask-AMDLNR":[28,50,138],"(Application-level":[29],"Machine-learning":[30],"Driven":[31],"Load":[32],"balancer":[33],"for":[34],"Networked":[35],"Requests)":[36],"a":[37,77],"state-of-the-art":[38],"artificial":[39],"intelligence":[40],"framework":[41],"that":[42],"optimizes":[43],"request":[44],"routing":[45,74],"dynamic":[47],"microservices":[48,147],"networks.":[49],"intelligently":[51],"blends":[52],"data":[54],"such":[55],"service":[57,79,117],"response":[58],"times":[59],"system":[60,121],"and":[62,89,98,116,124,145],"user":[63],"demand":[64],"trends":[65],"with":[66,83],"machine":[67],"learning":[68],"models":[69],"generate":[71],"context-aware":[72],"well-informed":[73],"decisions.":[75],"As":[76],"cloud-native":[78],"it":[80,107],"integrates":[81],"seamlessly":[82],"container":[84],"orchestration":[85],"platforms":[86],"like":[87,93],"Kubernetes":[88],"fully":[90],"utilizes":[91],"attributes":[92],"fault":[94],"tolerance":[95],"distributed":[96],"tracing":[97],"auto-scaling.":[99],"When":[100],"implemented":[104],"can":[108],"swiftly":[109],"adapt":[110],"changes":[112],"traffic":[114],"patterns":[115],"performance":[118],"which":[119],"improves":[120],"responsiveness":[122],"throughput":[123],"overall":[125],"reliability":[126],"comparison":[128],"antiquated":[131],"static":[132],"techniques.":[134],"Because":[135],"of":[136],"this":[137],"essential":[140],"creating":[142],"scalable":[144],"robust":[146],"cloud.":[151]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-02-24T00:00:00"}