Published Papers of International Journal of Database Management Systems (IJDMS)


Paper Title:
Architecting Intelligent Decentralized Data Systems to Enable Analytics with Entropy-Aware Governance, Quantum Readiness and LLM-Driven Federation
Authors:
Meethun Panda and Soumyodeep Mukherjee
Abstract:
Enterprises pursuing AI-driven transformation face a critical tradeoff: centralized consistency vs. decentralized scalability. The "Data Platform Unification Paradox" captures this dilemma. Building on our prior NLPI 2025 paper, this extended version integrates technical depth, mathematical models, and concrete architectures, especially for integrating Data Mesh with Quantum Databases and LLM Agents. A federated architecture is proposed using graph-theoretic models and entropy-based data valuation
Keywords:
Data Mesh, Entropy, Federated Graph, Zero-Trust, Quantum DB, LLM Agents, Domain Ownership, Data Governance, Distributed Data Platforms, Decentralized Architecture, Centralized Architecture
Volume URL: https://airccse.org/journal/ijdms/current2025.html
Pdf URL: https://aircconline.com/ijdms/V17N2/17225ijdms02.pdf

Comments

Post a Comment

Popular posts from this blog

Image
 ***Call for Papers**** ---H- Index -29--- International Journal of Database Management Systems (IJDMS) Web page URL: http://airccse.org/journal/ijdms/index.html Submission Deadline : January 04, 2026 Submission URL : https://airccse.com/submissioncs/home.html Contact Us : ijdmsjournal@airccse.org or ijdmsjournal@aircconline.com #dbms #dataanalytics #databaseadmin #mongodb #mariadb #programming #databaseadministrator #database #dba #relationaldatabase #sqlquery #databasemanagement #masterdatamanagement #technology #DataScience #SQLDeveloper #SQLServer #DatabaseDesign #PostgreSQL #MySQL #datagovernance #DataEngineering #BigData #coding #datamanagement #clouds #oracle #SQLTutorial #DataQuality #DataScience #databaseadministration #sql
Read more

KNN Classifier and Naive Bayse Classifier for Crime Prediction in San Francisco Context

Image
Paper Title: KNN Classifier and Naive Bayse Classifier for Crime Prediction in San Francisco Context Authors: Noora Abdulrahman and Wala Abedalkhader Department of Engineering Systems and Management, Masdar Institute of Science and Technology, Abu Dhabi, the United Arab Emirates Abstract: In this paper we propose an approach for crime prediction and classification using data mining for San Francisco. The approach is comparing two types of classifications: the K-NN classifier and the Naïve Bayes classifier. In the K-NN classifier, two different techniques were performed uniform and inverse. While in the Naïve Bayes, Gaussian, Bernoulli, and Multinomial techniques were tested. Validation and cross validation were used to test the result of each technique. The experimental results show that we can obtain a higher classification accuracy by using multinomial Naïve Bayes using cross validation Keywords: Classification, K-NN Classifier, Naïve Bayes, Data Mining, Gaussian, Bernoulli, Multinom...
Read more

December 2025 - December 2025 Top read articles in International Journal of Database Management Systems ( IJDMS )

Image
 Submit Your Research Articles...!!! International Journal of Database Management Systems (IJDMS) H-Index -29 ISSN : 0975-5705 (Online); 0975-5985 (Print) Webpage URL: https://airccse.org/journal/ijdms/index.html December 2025 - December 2025 Top read articles in International Journal of Database Management Systems ( IJDMS ) https://www.academia.edu/145561469/December_2025_Top_10_cited_Article_International_Journal_of_Database_Management_Systems_IJDMS_ https://www.cseij.org/top2025/dec/ijdms.pdf Contact us: Here's where you can reach us : ijdmsjournal@airccse.org or ijdmsjournal@aircconline.com Submission URL: https://airccse.com/submissioncs/home.html #database #datamanagement #database #databasestudies #DBMSanalysis #datamanagement #DBMSscholarship #databaseanalysis #DBMSreview #databasestudy #DBMSjournal #databaseinquiry #database #databases #data #databasemurah #databasetrusted 
Read more