Social Media Data Analysis Using MapReduce Programming Model and Training a Tweet Classifier Using Apache Mahout. - Umit Demirbaga; Devki Nandan Jha (SC², 2018)

SmartMonit: Real-Time Big Data Monitoring System. - Umit Demirbaga; Ayman Noor; Zhenyu Wen; Philip James 002; Karan Mitra; Rajiv Ranjan 001 (SRDS, 2019)

Cyber-physical application monitoring across multiple clouds. - Ayman Noor; Karan Mitra; Ellis Solaiman; Arthur Souza 001; Devki Nandan Jha; Umit Demirbaga; Prem Prakash Jayaraman; Nélio Cacho; Rajiv Ranjan 001 (Comput. Electr. Eng., 2019)

IoTSim-Osmosis: A framework for modeling and simulating IoT applications over an edge-cloud continuum. - Khaled Alwasel; Devki Nandan Jha; Fawzy Habeeb; Umit Demirbaga; Omer F. Rana; Thar Baker; Scharam Dustdar; Massimo Villari; Philip James 002; Ellis Solaiman; Rajiv Ranjan 001 (J. Syst. Archit., 2021)

AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems. - Umit Demirbaga; Zhenyu Wen; Ayman Noor; Karan Mitra; Khaled Alwasel; Saurabh Garg 001; Albert Y. Zomaya; Rajiv Ranjan 001 (IEEE Trans. Computers, 2022)

MapChain: A Blockchain-Based Verifiable Healthcare Service Management in IoT-Based Big Data Ecosystem. - Umit Demirbaga; Gagangeet Singh Aujla (IEEE Trans. Netw. Serv. Manag., 2022)

Health Monitoring and Diagnosis for Geo-Distributed Edge Ecosystem in Smart City. - Wu Wen; Umit Demirbaga; Amritpal Singh; Anish Jindal; Ranbir Singh Batth; Peiying Zhang 001; Gagangeet Singh Aujla (IEEE Internet Things J., 2023)

HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data. - Umit Demirbaga (Neural Comput. Appl., 2023)

An Intelligent Monitoring and Warning Framework in Drone Swarm Digital Twin Systems. - Umit Demirbaga; Gagangeet Singh Aujla; Maninderpal Singh; Amritpal Singh; Hongjian Sun; Joseph Camp (ICC, 2024)

AI-Powered Federated Task Scheduling and Self-Healing Framework in Dynamic Cloud Systems. - Umit Demirbaga; Omer F. Rana; Ashiq Anjum; Gagangeet Singh Aujla (UCC, 2024)

RootPath: Root Cause and Critical Path Analysis to Ensure Sustainable and Resilient Consumer-Centric Big Data Processing Under Fault Scenarios. - Umit Demirbaga; Gagangeet Singh Aujla (IEEE Trans. Consumer Electron., 2024)

Federated-ANN-Based Critical Path Analysis and Health Recommendations for MapReduce Workflows in Consumer Electronics Applications. - Umit Demirbaga; Gagangeet Singh Aujla (IEEE Trans. Consumer Electron., 2024)

Advancing anomaly detection in cloud environments with cutting-edge generative AI for expert systems. - Umit Demirbaga (Expert Syst. J. Knowl. Eng., 2025)

Explainable Edge AI Framework for IoD-Assisted Aerial Surveillance in Extreme Scenarios. - Hailong Zhu; Umit Demirbaga; Gagangeet Singh Aujla; Lei Shi 030; Peiying Zhang 001 (IEEE Internet Things J., 2025)

EcoCloud: Green Computing Through Energy and Carbon Efficient Task Scheduling in Industrial IoT-Enabled Cloud Environments. - Umit Demirbaga (IEEE Internet Things J., 2025)