Umit Demirbaga

16 papers B 1Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing anomaly detection in cloud environments with cutting-edge generative AI for expert systems.
Expert Syst. J. Knowl. Eng.
Umit Demirbaga
2025 J jnl
EcoCloud: Green Computing Through Energy and Carbon Efficient Task Scheduling in Industrial IoT-Enabled Cloud Environments.
IEEE Internet Things J.
Umit Demirbaga
2025 — conf
Energy-Based Predictive Root Cause Analysis for Real-Time Anomaly Detection in Big Data Systems.
ICC
Umit Demirbaga, Gagangeet Singh Aujla, Hongjian Sun
2025 J jnl
Explainable Edge AI Framework for IoD-Assisted Aerial Surveillance in Extreme Scenarios.
IEEE Internet Things J.
Hailong Zhu, Umit Demirbaga, Gagangeet Singh Aujla, Lei Shi, Peiying Zhang
2024 Misc conf
AI-Powered Federated Task Scheduling and Self-Healing Framework in Dynamic Cloud Systems.
UCC
Umit Demirbaga, Omer F. Rana, Ashiq Anjum, Gagangeet Singh Aujla
2024 — conf
An Intelligent Monitoring and Warning Framework in Drone Swarm Digital Twin Systems.
ICC
Umit Demirbaga, Gagangeet Singh Aujla, Maninderpal Singh, Amritpal Singh, Hongjian Sun, Joseph Camp
2024 J jnl
Federated-ANN-Based Critical Path Analysis and Health Recommendations for MapReduce Workflows in Consumer Electronics Applications.
IEEE Trans. Consumer Electron.
Umit Demirbaga, Gagangeet Singh Aujla
2024 J jnl
RootPath: Root Cause and Critical Path Analysis to Ensure Sustainable and Resilient Consumer-Centric Big Data Processing Under Fault Scenarios.
IEEE Trans. Consumer Electron.
Umit Demirbaga, Gagangeet Singh Aujla
2023 J jnl
HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data.
Neural Comput. Appl.
Umit Demirbaga
2023 J jnl
Health Monitoring and Diagnosis for Geo-Distributed Edge Ecosystem in Smart City.
IEEE Internet Things J.
Wu Wen, Umit Demirbaga, Amritpal Singh, Anish Jindal, Ranbir Singh Batth, Peiying Zhang, Gagangeet Singh Aujla
2022 J jnl
AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems.
IEEE Trans. Computers
Umit Demirbaga, Zhenyu Wen, Ayman Noor, Karan Mitra, Khaled Alwasel, Saurabh Garg, Albert Y. Zomaya, Rajiv Ranjan
2022 J jnl
MapChain: A Blockchain-Based Verifiable Healthcare Service Management in IoT-Based Big Data Ecosystem.
IEEE Trans. Netw. Serv. Manag.
Umit Demirbaga, Gagangeet Singh Aujla
2021 J jnl
IoTSim-Osmosis: A framework for modeling and simulating IoT applications over an edge-cloud continuum.
J. Syst. Archit.
Khaled Alwasel, Devki Nandan Jha, Fawzy Habeeb, Umit Demirbaga, Omer F. Rana, Thar Baker, Scharam Dustdar, Massimo Villari, Philip James, Ellis Solaiman, Rajiv Ranjan
2019 J jnl
Cyber-physical application monitoring across multiple clouds.
Comput. Electr. Eng.
Ayman Noor, Karan Mitra, Ellis Solaiman, Arthur Souza, Devki Nandan Jha, Umit Demirbaga, Prem Prakash Jayaraman, Nélio Cacho, Rajiv Ranjan
2019 B conf
SmartMonit: Real-Time Big Data Monitoring System.
SRDS
Umit Demirbaga, Ayman Noor, Zhenyu Wen, Philip James, Karan Mitra, Rajiv Ranjan
2018 — conf
Social Media Data Analysis Using MapReduce Programming Model and Training a Tweet Classifier Using Apache Mahout.
SC²
Umit Demirbaga, Devki Nandan Jha