Umit Demirbaga

According to our database, Umit Demirbaga authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

EcoCloud: Green Computing Through Energy and Carbon Efficient Task Scheduling in Industrial IoT-Enabled Cloud Environments.

Umit Demirbaga

IEEE Internet Things J., September, 2025

Explainable Edge AI Framework for IoD-Assisted Aerial Surveillance in Extreme Scenarios.

Hailong Zhu, Umit Demirbaga, Gagangeet Singh Aujla, Lei Shi, Peiying Zhang

IEEE Internet Things J., March, 2025

Advancing anomaly detection in cloud environments with cutting-edge generative AI for expert systems.

Umit Demirbaga

Expert Syst. J. Knowl. Eng., February, 2025

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., February, 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., February, 2024

AI-Powered Federated Task Scheduling and Self-Healing Framework in Dynamic Cloud Systems.

Umit Demirbaga, Omer F. Rana, Ashiq Anjum, Gagangeet Singh Aujla

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

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

Proceedings of the IEEE International Conference on Communications, 2024

2023

HTwitt: a hadoop-based platform for analysis and visualization of streaming Twitter data.

Umit Demirbaga

Neural Comput. Appl., November, 2023

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, Gagangeet Singh Aujla

IEEE Internet Things J., 2023

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., December, 2022

AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems.

Umit Demirbaga, Zhenyu Wen, Ayman Noor, Karan Mitra, Khaled Alwasel, Saurabh Garg, Albert Y. Zomaya, Rajiv Ranjan

IEEE Trans. Computers, 2022

2021

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, Ellis Solaiman, Rajiv Ranjan

J. Syst. Archit., 2021

2019

Cyber-physical application monitoring across multiple clouds.

Ayman Noor, Karan Mitra, Ellis Solaiman, Arthur Souza, Devki Nandan Jha, Umit Demirbaga, Prem Prakash Jayaraman, Nélio Cacho, Rajiv Ranjan

Comput. Electr. Eng., 2019

SmartMonit: Real-Time Big Data Monitoring System.

Umit Demirbaga, Ayman Noor, Zhenyu Wen, Philip James, Karan Mitra, Rajiv Ranjan

Proceedings of the 38th Symposium on Reliable Distributed Systems, 2019

2018

Social Media Data Analysis Using MapReduce Programming Model and Training a Tweet Classifier Using Apache Mahout.

Umit Demirbaga, Devki Nandan Jha

Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018