Md. Aminul Islam

Cited by: (Data from google scholar)
Total Article	11
Citations	0
h-index	0
i10-index	0

About Me:
Md. Aminul Islam received his B.Sc. in Computer Science and Engineering (CSE) from the Patuakhali Science and Technology University, Patuakhali, Bangladesh, in 2009, and his Master of Information Technology (MIT) degree from the University of Dhaka, Dhaka, Bangladesh, in 2011. He obtained his Ph.D. in Engineering in Computer Science from Tennessee Tech University, Cookeville, Tennessee, United States. He is currently an Associate Professor in the Department of Computer Science and Engineering (CSE) at Jagannath University, Dhaka, Bangladesh. He is primarily interested in machine learning, smart power grids, cyber security, software-defined networking, and routing security. Specifically, this pertains to the utilization of Reinforcement Learning (RL) and Graph Neural Networks to enhance the security and intelligence of smart power grids in the cyber layer.

Academic Qualifications:
2023		Doctor of Philosophy in Computer Science, Department of Computer Science , Result: N/A Tennessee Technological University
2011		Master of Information Technology, Institute of Information Technology , Result: 3.61 University of Dhaka
2009		Bachelor of Science in Computer Science and Engineering, Faculty of Computer Science and Engineering , Result: 3.56 PSTU
2002		Higher Secondary Certificate, Science , Result: 1st Division* Dhaka Board
2000		Secondary School Certificate, Science , Result: 1st Division* Jashore

Publications/Conference:
2024		M. A. Islam, R. Atat and M. Ismail, "Software-Defined Networking-Based Resilient Proactive Routing in Smart Grids Using Graph Neural Networks and Deep Q-Networks," in IEEE Access, vol. 12, pp. 111169-111186, 2024, doi: 10.1109/ACCESS.2024.3438938. keywords: {Routing;Smart grids;Quality of service;Predictive models;Graph neural networks;Delays;Load modeling;Software defined networking;Data processing;Smart grids;software-defined routing;data traffic prediction;graph neural network;deep Q-networks;resilient proactive routing},
2024		Md Aminul Islam, Rachad Atat, Muhammad Ismail, “Software-Defined Networking-Based Resilient Proactive Routing in Smart Grids Using Graph Neural Networks and Deep Q-Networks”, IEEE Access , Institute of Electrical and Electronics Engineers (IEEE),Volume- 12, Page No- 111169-111186, , 2024 Click here for details
2023		Rajib Kumar Halder, Mohammed Nasir Uddin, Md. Ashraf Uddin, Sunil Aryal, Md. Aminul Islam, Fahima Hossain, Nusrat Jahan, Ansam Khraisat, Ammar Alazab, “A Grid Search-Based Multilayer Dynamic Ensemble System to Identify DNA N4—Methylcytosine Using Deep Learning Approach”, Genes , MDPI AG,Issue- 3, Volume- 14, Page No- 582, February, 2023 Click here for details
2023		Md. Bayazid Rahman, Joy Dhon Chakma, Abdul Momin, Shahidul Islam, Md Ashraf Uddin, Md Aminul Islam, Sunil Aryal, “Smart Crop Cultivation System Using Automated Agriculture Monitoring Environment in the Context of Bangladesh Agriculture”, Sensors , MDPI AG,Issue- 20, Volume- 23, Page No- 8472, October, 2023 Click here for details
2022		Md Aminul Islam, Muhammad Ismail, Rachad Atat, Susmit Shannigrahi, “Software-Defined Routing Strategy Based on Reinforcement Learning in Smart Power Grid”, SoutheastCon 2022 , IEEE,March, 2022 Click here for details
2022		Md Aminul Islam, Muhammad Ismail, Osman Boyaci, Rachad Atat, Susmit Shannigrahi, “Graph Neural Network Based Prediction of Data Traffic in Cyber-Physical Smart Power Grids”, 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) , IEEE,October, 2022 Click here for details
2017		Md. Amirul Islam, Md. Jahidul Islam, Md. Aminul Islam, Mohammed Nasir Uddin, “METT: Modified expected transmission time for calculating effective transmission time”, 2017 4th International Conference on Advances in Electrical Engineering (ICAEE) , IEEE,September, 2017 Click here for details
01-09-2023		Md Aminul Islam, Muhammad Ismail, Rachad Atat, Osman Boyaci, Susmit Shannigrahi “Software-Defined Network-Based Proactive Routing Strategy in Smart Power Grids Using Graph Neural Network and Reinforcement Learning”, E-Prime: Advances in Electrical Engineering, Electronics and Energy , Elsevier,, Click here for details
July, 2016		Md Aminul Islam, Tania Islam “An Efficient Routing Metric in Wireless Mesh Networks (WMNs)”, International Journal of Advanced Research in Computer Science and Software Engineering , IJARCSSE,, Click here for details
January, 2016		Linta Islam, Md Aminul Islam, Mohammed Nasir Uddin “A Highly Secured Symmetric Key Cryptographic Algorithm-SKES”, Jagannath University Journal of Science , Jagannath University Journal of Science,, Click here for details
June, 2014		Nipa Debnath Abdullah Al Momin, AKM Akther Hossain, Md Aminul Islam “Structural and Magnatic Propertise of Nanocrystalline Ni-Mn Ferrite Prepared by Combustion Technique”, Jagannath University Journal of Science , Jagannath University Journal of Science,, Click here for details

Professional Experience:
2023 to 0000		Associate Professor Jagannath University
2015 to 2023		Assistant Professor Jagannath University
2012 to 2015		Lecturer Jagannath University

Field of interest:
		Machine Learning, Quantum Computing, Smart Power Grids, Cyber Security, Networking

Research Supervision/Guided:
Degree	Student's Name and Affiliation	Level of study	Research Field	Role
Bachelor's Level	Md Amirul Islam, Jagannath University	Completed	Cyber Security	Supervision
Bachelor's Level	Linta Islam, Jagannath University	Completed	Cyber Security	Supervision