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Faculty Profile

  /  Faculty Profile

Dr Faisal Rehman

Associate Professor
Area of Interest: Recommendation Systems, Green Computing, and Computer Networks.
Email: [email protected]
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. T. Maqsood,S.K.Zaman,Arslan Qayyum,F. Rehman,S. Mustafa,J.Shujah Adaptive thresholds for improved load balancing in mobile edge computing using K-means clustering, Telecommunication Systems, 2024
2. 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
3. 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
4. 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
5. Latif U. Khan,F. Rehman,J.Shujah,K.Bilal,E. Mustafa,Zhu Han,Choong Seon Hong Federated learning for digital twin-based vehicular networks: Architecture and challenges, IEEE Wireless Communications, 2023
6. 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
7. 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
8. 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
9. 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
10. Sana Nasim Karam,K.Bilal,J.Shujah,F. Rehman,Tahira Yasmin,Akhtar Jamil Inspection of unmanned aerial vehicles in oil and gas industry: critical analysis of platforms, sensors, networking architecture, and path planning, Journal of Electronic Imaging, 2022
11. 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
12. K. Malik,A. Akhunzada,T. Maqsood,S. Mustafa,F. Rehman,O.Khalid Lightweight Internet of Things Botnet Detection Using One-Class Classification, Sensors, 2022
13. A. Khan,H. A. Khattak,F. Rehman,A. Abbas,I. U. Din, S. Ali Effective Task Scheduling in Critical Fog Applications, Scientific Programming, 2022
14. 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
15. 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, 2021
16. B. B. Yusuf,T. Maqsood,F. Rehman,S. A. Madani Energy Aware Parallel Scheduling Techniques for Network-on-Chip Based Systems, IEEE Access, 2021
17. 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
18. F. Rehman SocialRec: A Context-Aware Recommendation Framework With Explicit Sentiment Analysis, IEEE Access, 2019
19. 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
20. Adil Adeel,Dr. Mazhar Ali,AN Khan,Tauqeer Khalid,F. Rehman,Yaser Jararweh,J.Shujah A multi-attack resilient lightweight IoT authenticationscheme, Transactions on Emerging Telecommunications Technologies, 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)