Research Interests

Cloud Computing and Disributed Systems Pervasive Computing and Human Computer Interaction Cybersecurity and Blockchain Internet of Things Machine Learning

Journal Publications

Septic Shock Detection Using Interpretable Machine Learning, Springer Neural Computing and Applications (in progress)

M Rahman, S Chowdhury, M Shorfuzzaman, MK Hossain, M Hammoudeh, "Peer-to-Peer Power Energy Trading in Blockchain Using Efficient Machine Learning Model", Sustainability 15 (18), 13640
IA Alfi, MM Rahman, M Shorfuzzaman, A Nazir, "A Non-Invasive Interpretable Diagnosis of Melanoma Skin Cancer Using Deep Learning and Ensemble Stacking of Machine Learning Models", Diagnostics 12 (3), 726
F Azzedin, H Suwad, MM Rahman, "An Asset-Based Approach to Mitigate Zero-Day Ransomware Attacks", CMC-Computers Materials & Continua 73 (2), 3003-3020
Md. Mahfuzur Rahman and Peter Graham, “Compatibility-based Static VM Placement to Minimize Interference”, in Elsevier Journal of Network and Computer Applications (JNCA), Volume 84, Pages 68-81, 2017
Mahfuzur Rahman and Peter Graham, “Responsive and Efficient Resource Provisioning for Multimedia Application”, in Elsevier Journal of Computers and Electrical Engineering, Volume 53 Issues C, Pages 458-468, 2016
Mahfuzur Rahman, Mohammad Shorfuzzaman, and Mehedi Masud, “Characterizing End-to-End Delay Performance of Randomized TCP Using an Analytical Model”, in International Journal of Advanced Computer Science and Applications (IJACSA), 7(3), 2016

Book Chapters

Md. Mahfuzur Rahman and Mohammad Abdul Matin, “Cognition Radio Enabled IoT", in Towards Cognitive IoT Networks, Springer International Publishing, Pages 19-31, 2020

Md. Mahfuzur Rahman and Mohammad Abdul Matin, “QoS Aware Spectrum Selection for IoT”, in Towards Cognitive IoT Networks, Springer International Publishing, Pages 55-65, 2020

Conference Publications

Hrazi, M. M., Althagafi, A. M., Aljuhani, A. T., Rahman, J., Rahman, M. M., & Shorfuzzaman, M. (2021, March). Sentiment Analysis of Tweets from Airlines in the Gulf Region Using Machine Learning. In 2021 International Conference of Women in Data Science at Taif University (WiDSTaif) (pp. 1-6). IEEE.

Alfi, I. A., Ahmed, M. S., Rumman, F. Z., Hossain, Z., Shorfuzzaman, M., & Rahman, M. M. (2021, March). COVIDAroundUs: Social distancing made easier. In 2021 International Conference of Women in Data Science at Taif University (WiDSTaif) (pp. 1-6). IEEE.

Farhan Israk Yen and Md Mahfuzur Rahman, "Efficient Image Compression for Cloud System" In Proceedings of the International Conference on Sustainable Technologies for Industry 4.0 (STI, IEEE 2019).

Md. Solaiman Chowdhury, Md Abu Osman, and Md Mahfuzur Rahman, "Preference-Aware Public Transport Matching", In Proceedings of the International Conference on Innovation in Engineering and Technology (ICIET, IEEE 2018).

Md. Mahfuzur Rahman, Ruppa Thulasiram, and Peter Graham, “Differential Time-shared Virtual Machine Multiplexing for Handling QoS variation in Clouds”, In Proceedings of the 1st International ACM Workshop on Cloud-based Multimedia Applications and Services for E-Health (CBMAS-EH, ACM 2012)
Mahfuzur Rahman and Peter Graham, “Hybrid Resource Provisioning for Clouds”, in Proceedings of High Performance Computing Symposium (HPCS 2012)
Mahfuz Rahman, Sean Gustafson, Pourang Irani and Sriram Subramanian, “Tilt Techniques: Investigating the Dexterity of Wrist-based Input”, In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (ACM CHI '09), 1943-1952 [Obtained Nomination for the best paper award and current citation more than 140]
Nabeel Hassan, Md. Mahfuz Rahman, Pourang Irani and Peter Graham, “Chucking: A One-handed Document Sharing Technique”, In Proceedings of the 12th IFIP International Conference on Human-Computer Interaction (INTERACT '09), 264-278
Md. Mahfuzur Rahman, Pourang Irani and Peter Graham, “Natural Gesture-Based Techniques for sharing Documents from a Private to a Public Display” in Proceedings of the Workshop on designing multi-touch interaction techniques for coupled Public and Private Displays (PPD 2008)
Abdur Razzaque, Mahfuzur Rahman, “An Efficient Disconnected Operation Protocol in Storage Area Network (SAN) Distributed File System” published in Proceedings of the International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2004), 448-452

Thesis

PhD: Improved Virtual Machine (VM) based Resource Provisioning in Cloud Computing [pdf] MSc: Fully Automated Quality of Service (QoS) Aware Service Composition [pdf]

Awards & Scholarships

TRTech Research Assistantship University of Manitoba Graduate Fellowship Manitoba Provincial Graduate Scholarships ACM Multimedia Conference/SIGMM Travel Grants OIC Undergraduate Scholarships

Research Profiles

Scopus Orcid Google Scholar

Anonymous Review

IEEE Systems Journal Journal - Concurrency and Computation Practice and Experience International Journal of Distributed Sensor Networks Special issue: Ambient Assisted Living (AAL): Sensors, Architectures and Applications International Workshop on Emerging Multimedia Applications for Smart Cities ACM MM Workshop on Cloud-Based Multimedia Applications and Services for E-Health