Faculty Member Profile

7 years of experience

• Deep Learning
• Big Data
• In-Memory Computing
• GPU-Computing
• Access Control Policies

Total Publications: 12

Latest Ten

• Aqib M., Mehmood R., Alzahrani A., Katib I. (2020) In-Memory Deep Learning Computations on GPUs for Prediction of Road Traffic Incidents Using Big Data Fusion. In: Mehmood R., See S., Katib I., Chlamtac I. (eds) Smart Infrastructure and Applications. EAI/Springer Innovations in Communication and Computing. Springer, Cham (2020)
• Aqib M., Mehmood R., Alzahrani A., Katib I. (2020) A Smart Disaster Management System for Future Cities Using Deep Learning, GPUs, and In-Memory Computing. In: Mehmood R., See S., Katib I., Chlamtac I. (eds) Smart Infrastructure and Applications. EAI/Springer Innovations in Communication and Computing. Springer, Cham (2020)
• Aqib, M.; Mehmood, R.; Alzahrani, A.; Katib, I.; Albeshri, A.; Altowaijri, S.M. Rapid Transit Systems: Smarter Urban Planning Using Big Data, In-Memory Computing, Deep Learning, and GPUs. Sustainability 2019, 11, 2736. [ISI Impact Factor: 2.592] (2019)
• Aqib, M.; Mehmood, R.; Alzahrani, A.; Katib, I.; Albeshri, A.; Altowaijri, S.M. Smarter Traffic Prediction Using Big Data, In-Memory Computing, Deep Learning and GPUs. Sensors 2019, 19, 2206. [ISI Impact Factor: 3.031] (2019)
• Aqib, M., Mehmood, R., Alzahrani, A., Katib, I., Albeshri, A. (2018) A Deep Learning Model to Predict Vehicles Occupancy on Freeways for Traffic Management., International Journal of Computer Science and Network Security (IJCSNS), 18(12), 246-254. [ISI Master List Journal] (2018)
• Aqib, M., & Shaikh, R. A. (2018). A Tool for Access Control Policy Validation. Journal of Internet Technology, 19(1), 157-166. [ISI Impact Factor: 1.38] (2018)
• Arfat, Y., Aqib, M., Mehmood, R., Albeshri, A., Katib, I., Albogami, N., & Alzahrani, A. (2017). Enabling Smarter Societies through Mobile Big Data Fogs and Clouds. Procedia Computer Science, 109, 1128- 1133. [ISI Indexed Conference] (2017)
• Aqib, M., Mehmood, R., Albeshri, A., & Alzahrani, A. (2017, November). Disaster Management in Smart Cities by Forecasting Traffic Plan Using Deep Learning and GPUs. In International Conference on Smart Cities, Infrastructure, Technologies and Applications (pp. 139-154). Springer, Cham. [Scopus Indexed Conference] (2017)
• Muhammad Aqib and Fadi Fouad Fouz, "The Effect of Parallel Programming Languages on the Performance and Energy Consumption of HPC Applications" International Journal of Advanced Computer Science and Applications (IJACSA), 7(2), 2016. [ISI Master List Journal] (2016)
• Aqib, M., & Shaikh, R. A. (2014). Analysis and comparison of access control policies validation mechanisms. International Journal of Computer Network and Information Security, 7(1), 54. (2014)

No awards listed.