Dr. Mohammad Rashedur Rahman

Professor

Ph.D. in Computer Science, University of Calgary, Canada
MS in Computer Science, University of Manitoba, Canada                                                                                                                        BS in Computer Science and Engineering, BUET, Bangladesh

Office: SAC 933
Phone: +88 02 55668200 Ext – 1507

Biography

Dr. Mohammad Rashedur Rahman is working as a Professor in the department. Dr. Rahman got his Ph.D. in Computer Science from University of Calgary, Canada under the supervisor Dr. Ken Barker who served as a Department Chair, Computer Science and Dean of Science, University of Calgary, Canada. He has his Masters degree from University of Manitoba, Canada. During his graduate studies in both schools he has been awarded with a number of prestigious scholarships that include Queen Elizabeth II Fellowship (15,000 CAD) , Province of Alberta Graduate Fellowship (10,000 CAD), University of Calgary Research award (24,000 CAD for 3 Consecutive Years) , University of Manitoba Graduate Fellowship (64,000 CAD-declined for Ph.D. in University of Calgary), Departmental Research Award in University of Manitoba.  He had also been awarded  Deans Award  in BUET and Entrance scholarship in BUET for securing 20th position in BUET admission test among 3500 students.

Since his joining, Dr. Rahman have devoted himself completely in teaching and research with his students of his department. He has taught different ranges of courses, as well engaged himself with different Masters and Undergraduate research theses and projects. He had supervised more than 10 Masters Students in ECE Department. He also supervised undergraduate level thesis and capstone design project for a good number of students. Since his joining at NSU, he had worked as an external thesis examiner for more than 15 Master’s theses in BUET.  He was also one of the Ph.D. committee members of a student who has been awarded Ph.D. degree in Computer Science and Engineering from BUET in 2018.

He had published a good number of international journal articles and research papers in conference proceedings with the students of NSU. All of those papers are indexed in Scopus, ISI Web of Science, and Google Scholar. Some of his papers were published in renowned journals like Expert Systems with Applications by Elsevier,  Journal of Parallel and Distributed Computing by Elsevier, Journal of Grid Computing by Springer, Journal of Information and Telecommunication by Taylor and Francis, Journal of Cloud Computing by Springer, Decision Analytics by Springer and so on.  His published papers are well cited and a good number of citations from Google Scholar and Scopus has been recorded till to-date.

Apart from teaching and research, he also engaged himself in reviewing funding projects that include both national and international level grant applications. He served as a reviewer of NSU internal research grant application. He also served as an external reviewer of  a grant application amounting 50,000 Euro  from Department of Water and Climate Risk, Virje University (VU), Amsterdam, Netherlands.

Dr. Rahman also review and set different questions for Information Technology Engineers Examination (ITEE) examination organized by Bangladesh Computer Council under the umbrella of ICT Division, Ministry of Posts, Telecommunications & IT and JICA (Japan International Cooperation Agency). Bangladesh is one of the members of 7 ITPEC countries. With JICA’s invitation and sponsorship he attended question formulation workshop in Tokyo, Japan, 2015 . He also attended question formation meeting (QFP) in Ulaanbaatar, Mongolia in 2017 for ITPEC examination with joint sponsorship of JICA and GOB (Govt. of Bangladesh).

He is serving as an editorial board member in  a number of renowned journals and a program committee member of several conferences organized by ACM, IEEE and Springer.

Research Areas

Research Interests

Selected Publications

Journals
  • Rashedur M Rahman, Fazle R. Hasan, “Using and Comparing Different Decision Tree Classification Techniques for Mining ICDRR,B Hospital Surveillance Data,” Expert Systems with Applications: 38(9), pp. 11421-11436, Elsevier Science, 2011
  • Rashedur M Rahman, K. Barker and R. Alhajj, “Replica Placement Strategies in Data Grid,” Journal of Grid Computing, Springer, 6(1): 103-123, 2008
  • Rashedur M Rahman, K. Barker, and R. Alhajj, “Replica selection strategies in Data Grid,” Journal of Parallel and Distributed Computing, Elsevier Science, 68(12): 1561-1574, 2008
  • Mridul Khan, A. K. M. Zahiduzzaman, Mohammad Nahyan Quasem, Rashedur M. Rahman, “Geospatial Data Mining on Education Indicators of Bangladesh,” I. J. Comput. Appl. 20(1): 10-22, 2013
  • Syed Jishan, Raisul Rashu, Naheena Haque, Rashedur M Rahman, “Improving accuracy of students’ final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique,” Decision Analytics, 2:1, pp.1-25, Springer, 2015
  • Syed Akib Anwar Hridoy, M Tahmid Ekram, Mohammad Samiul Islam, Faysal Ahmed, Rashedur M Rahman, “Localized twitter opinion mining using sentiment analysis,” Decision Analytics, 2:8, pp.1-19, Springer, 2015
  • Mohammed Rashid Chowdhury, Mohammd Raihan Mahmud, Rashedur M Rahman, “Implementation and performance analysis of various VM placement strategies in CloudSim,” Journal of Cloud Computing 4 :20, Springer, pp. 1-21, 2015
  • Ashiqur M Rahman, Rashedur M Rahman, “CAPM Indexed Hybrid E-Negotiation for Resource Allocation in Grid Computing,” International Journal of Grid and High Performance Computing, IGI-Global, USA, Vol:5, Issue: 2, pp. 72-91, 2013
  • Mohammad Alaul Haque Monil, Rashedur M Rahman, “VM consolidation approach based on heuristics, fuzzy logic, and migration control,” Journal of Cloud Computing 2016 5:8, pp. 1-18, Springer, 2016
Conference Papers
  • Mohammad Alaul Haque Monil, Rashedur M. Rahman, “Fuzzy Logic Based Energy Aware VM Consolidation,” 8th International Conference on Internet and Distributed Computing Systems ( IDCS 2015), London, U.K., Lecture Notes in Computer Science 9258, Springer, pp. 31-38 , 2015
  • Md. S. Q. Zulkar Nine, Md. Abul Kalam Azad, Saad Abdullah, Rashedur M. Rahman, “Fuzzy logic based dynamic load balancing in virtualized data centers.,” 22nd IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013
  • Mohammad Alaul Haque Monil, Romasa Qasim, Rashedur M. Rahman, “Speed and direction based fuzzy handover system,” 22nd IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013
  • Md Mahfuzur Rahman Siddiquee, Md. Saifur Rahman, Naimul Haider, Rashedur M. Rahman, Shahnewaz Ul Islam Chowdhury, Sharnendu Banik, “A personalized music discovery service based on data mining,” 14th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2015,USA, June 28 – July 1, pp.253-258, 2015
  • Mohammed Rashid Chowdhury, Mohammad Raihan Mahmud, Rashedur M. Rahman, “Clustered based VM placement strategies,” 14th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2015,USA, June 28 – July 1, pp.247-252, 2015
  • Fahim Jawad, Tawsif Ur Rahman Choudhury, Ahmad Najeeb, Mohammed Faisal, Fariha Nusrat, Rubaiya Chamon Shamita, Rashedur M. Rahman, “Data mining techniques to analyze the reason for home birth in Bangladesh,” 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015, Takamatsu, Japan, June 1-3, pp.225-231, 2015
  • Ruhul Amin Dicken, S. A. M. Fazle Rubby, Sheefta Naz, A. M. Arefin Khaled, Shuvo Ashish Rahman, Sharmina Rahman, Rashedur M. Rahman, “Analysis and classification of respiratory health risks with respect to air pollution levels,” 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015, Takamatsu, Japan, June 1-3, 2015
  • Adnan Firoze, Rashedur M Rahman, “Mining ICDDR, B Hospital Surveillance Data Using Locally Linear Embedding Based SMOTE Algorithm and Multilayer Perceptron,” 7th Asian Conference on Intelligent Information and Database Systems, Lecture Notes in Computer Science 9011, pp.398-407, Springer, 2015