000163959 001__ 163959
000163959 005__ 20251113160752.0
000163959 0247_ $$2doi$$a10.1016/j.procs.2025.09.193
000163959 0248_ $$2sideral$$a146083
000163959 037__ $$aART-2025-146083
000163959 041__ $$aeng
000163959 100__ $$ade Curtò, J.
000163959 245__ $$aIntegrating Polyglot Persistence with Large Language Models for Scalable Social Network Applications
000163959 260__ $$c2025
000163959 5060_ $$aAccess copy available to the general public$$fUnrestricted
000163959 5203_ $$aModern cloud applications, particularly those resembling professional social networks, demand data management systems capable of handling heterogeneous, highly interconnected data. Traditional relational databases are often inadequate for such dynamic environments. This paper proposes a polyglot persistence architecture that combines document, graph, and key–value data stores to address diverse data storage and query requirements. Moreover, by integrating Large Language Models (LLMs) as an intelligent query and analytics interface, the system can interpret natural language requests, generate structured queries across multiple data stores, and provide personalized insights. We discuss the architectural rationale, outline the integration of LLMs with multi-database systems, and propose future research directions.
000163959 540__ $$9info:eu-repo/semantics/openAccess$$aby-nc-nd$$uhttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
000163959 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000163959 700__ $$0(orcid)0000-0002-5844-7871$$ade Zarzà, I.$$uUniversidad de Zaragoza
000163959 700__ $$aCalafate, Carlos T.
000163959 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf.
000163959 773__ $$g270 (2025), 733-743$$tProcedia computer science$$x1877-0509
000163959 787__ $$tGitHub$$whttps://github.com/drdecurto/polyglot_llm
000163959 8564_ $$s724272$$uhttps://zaguan.unizar.es/record/163959/files/texto_completo.pdf$$yVersión publicada
000163959 8564_ $$s1939243$$uhttps://zaguan.unizar.es/record/163959/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada
000163959 909CO $$ooai:zaguan.unizar.es:163959$$particulos$$pdriver
000163959 951__ $$a2025-11-13-14:58:35
000163959 980__ $$aARTICLE