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Faculty Profile

  /  Faculty Profile

Dr Faisal Rehman

Associate Professor
Area of Interest: Recommendation Systems, Green Computing, and Computer Networks.
Email: frehman@cuiatd.edu.pk
Phone: +92-300-9113346
 
Academics/ Degrees
  • PhD in Computer Science, COMSATS Institute of Information Technology, Abbottabad, Pakistan, 2017
  • MS (Computer Science), COMSATS Institute of Information Technology, Abbottabad, Pakistan, 2010
  • MIT, Sarhad University of Information Technology, Peshawar, Pakistan, 2003
  • B.Sc (Computer Science), University of Peshawar, 2001
 
Journal Publications
1. Yasar Khan,S. Mustafa,T. Maqsood,F. Rehman,J.Ali,R.Wasim,Joel J.P.C. Rodrigues Content caching in mobile edge computing: a survey, Cluster Computing, 2024
2. E. Mustafa,Junaid Shuja,F. Rehman,Ahsan Riaz Deep Neural Networks meet computation offloading in mobile edge networks: Applications, taxonomy, and open issues, Journal of Network and Computer Applications, 2024
3. T. Maqsood,S. Mustafa,F. Rehman,J.Shujah,S.K.Zaman,Arslan Qayyum Adaptive thresholds for improved load balancing in mobile edge computing using K-means clustering, Telecommunication Systems, 2024
4. Latif U. Khan,E. Mustafa,J.Shujah,F. Rehman,K.Bilal,Zhu Han,Zhu Han,Choong Seon Hong,Choong Seon Hong Federated learning for digital twin-based vehicular networks: Architecture and challenges, IEEE Wireless Communications, 2024
5. S.K.Zaman,T. Maqsood,F. Rehman,S. Mustafa,Azra Ramzan,J.Shujah Deadline-aware heuristics for reliability optimization in ubiquitous mobile edge computing, International Journal of Data Science and Analytics, 2023
6. E. Mustafa,E. Mustafa,S. Mustafa,T. Maqsood,F. Rehman,J.Shujah,K.Bilal,A. U. R. Khan Reinforcement Learning for Intelligent Online Computation Offloading in Wireless Powered Edge Networks, Cluster Computing, 2023
7. Naseem Us Sehar,Muhammad A. B. Fayyaz,O.Khalid,I.Khan,F. Rehman,Ali R. Ansari,Raheel Nawaz Blockchain enabled data security in vehicular networks, Scientific Reports, 2023
8. U. Zukaib, M. Maray,S. Mustafa,F. Rehman,N. Haq,A. U. R. Khan Impact of COVID-19 lockdown on air quality analyzed through machine learning techniques, PeerJ Computer Science, 2023
9. S.K.Zaman,S. Mustafa,T. Maqsood,F. Rehman,Muhammad Amir Khan,H. Abbasi,M. Ahmed, A. D. Algarni, H. Elmannai Cooperative Content Caching Framework Using Cuckoo Search Optimization in Vehicular Edge Networks, Applied Science, 2023
10. G. Laraib,S.K.Zaman,T. Maqsood,S. Mustafa,F. Rehman,Muhammad Amir Khan,N. Gohar, A. D. Algarni, H. Elmannai Content Caching in Mobile Edge Computing Based on User Location and Preferences Using Cosine Similarity and Collaborative Filtering, Electronics, 2023
11. S. Younas,F. Rehman,T. Maqsood,S. Mustafa,A. Akhunzada, A. Gani Collaborative Detection of Black Hole and Gray Hole Attacks for Secure Data Communication in VANETs, Applied Sciences, 2022
12. E. Mustafa,J.Shujah,T. Maqsood,S. Mustafa,F. Rehman,AN Khan,S.K.Zaman,Ali Imran Jehangiri,Sadia Din Joint wireless power transfer and task offloading in mobile edge computing: a survey, Cluster Computing, 2022
13. M. Yasir,T. Maqsood,S. Mustafa,F. Rehman,S.K.Zaman CoPUP: content popularity and user preferences aware content caching framework in mobile edge computing, Cluster Computing, 2022
14. K. Malik,A. Akhunzada,T. Maqsood,S. Mustafa,F. Rehman,O.Khalid Lightweight Internet of Things Botnet Detection Using One-Class Classification, Sensors, 2022
15. A. Khan,H. A. Khattak,F. Rehman,A. Abbas,I. U. Din, S. Ali Effective Task Scheduling in Critical Fog Applications, Scientific Programming, 2022
16. Adil Adeel,Dr. Mazhar Ali,F. Rehman,J.Shujah,AN Khan,Tauqeer Khalid,Yaser Jararweh A multi-attack resilient lightweight IoT authenticationscheme, Transactions on Emerging Telecommunications Technologies, 2022
17. M. Junaid,A. Sohail, M. H. Alkinani, A. Ahmed, M. Ahmed,F. Rehman Enhancing Cloud Performance Using File Format Classifications, CMC-Computers, Materials & Continua, 2021
18. B. B. Yusuf,T. Maqsood,F. Rehman,S. A. Madani Energy Aware Parallel Scheduling Techniques for Network-on-Chip Based Systems, IEEE Access, 2021
19. F. Rehman,O.Khalid,N. Haq,T. Maqsood,Dr. Mazhar Ali,R.Wasim,J.Shujah,S. Sarwar, S. A. Madani A scalable model for real‐time venue recommendations using MapReduce, Concurrency and Computation: Practice and Experience, 2020
20. Atta ur Rahman Khan,Raheel Nawaz,Dr. Usman Shahid,F. Rehman,O.Khalid,Rizwana Irfan SocialRec: A Context-Aware Recommendation Framework With Explicit Sentiment Analysis, IEEE Access, 2019
21. S.K.Zaman,A. R. Khan,J.Shujah,T. Maqsood,F. Rehman,S. Mustafa A Systems Overview of Commercial Data Centers: Initial Energy and Cost Analysis, International Journal of Information Technology and Web Engineering (IJITWE), 2019
22. F. Rehman,O.Khalid,N. Haq,Atta ur Rehman,K.Bilal,Sajjad A. Madani Diet-Right: A Smart Food Recommendation System, KSII Transactions on Internet and Information Systems, 2017
23. F. Rehman,O.Khalid,Sajjad A. Madani A comparative study of location-based recommendation systems, The Knowledge Engineering Review, 2017
24. F. Rehman,S.Madani Mobile gateway discovery for wireless mesh networks, World Applied Sciences Journal, 2012
 
 
 
Profile/Bio
PROFESSIONAL AND RESEARCH EXPERIENCE:
  • Jan. 2014 to continued: Assistant Professor, Department of Computer Science, COMSATS Institute of Information Technology, Abbottabad, Pakistan
  • Sep. 2010 to Jan. 2014: Lecturer, Department of Computer Science, COMSATS Institute of Information Technology, Abbottabad, Pakistan
  • Sep. 2007 to Sep. 2010: System/Network Assistant, COMSATS IT Center, COMSATS Institute of Information Technology, Abbottabad, Pakistan
  • Jan. 2004 to Sep. 2007: Lecturer, Pine Hills Institute of Business and Information Technology, Abbottabad, Pakistan (Affiliated with Agriculture University Peshawar)
 
 
Research Interests
  • Recommendation Systems
  • Green Computing
  • Computer Networks
 
Awards
Best paper award, (Spects 2018 France)