Publications

Journal Papers:

1. Al-Mouhamed, M., Firdaus, L., Khan, A.H. et al. SpMV and BiCG-Stab sparse solver on Multi-GPUs for reservoir simulation. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-16185-0

2. U. Afzal, T. Mahmood, A. M. Qamar and A. H. Khan, "Managing health treatment by optimizing complex lab-developed test configurations: a health informatics perspective," Computers, Materials & Continua, vol. 75, no.3, pp. 6251–6267, 2023.

3. Uzma Afzal, Tariq Mahmood, Raihan ur Rasool, Ayaz H. Khan, Rehan Ullah Khan, Ali Mustafa Qamar, “Predictive Analytics for Product Configurations in Software Product Lines”, International Journal of Computational Intelligence Systems, Vol. 14, Issue 1, pp. 1880-1894, Jun-2021, doi: 10.2991/ijcis.d.210620.003, [Link] 

4. Uzma Afzal, Tariq Mahmood, Ayaz H. Khan, Sadeeq Jan, Raihan ur Rasool, Ali Mustafa Qamar, Rehan Ullah, "Feature Selection Optimization in Software Product Lines," in IEEE Access, vol. 8, pp. 160231-160250, Sep 2020, doi: 10.1109/ACCESS.2020.3020795.

5. Ahmed W, Amjad M, Junejo KN, Mahmood T, Khan AH. (Sep 2020). Is the performance of a cricket team really unpredictable? A case study on Pakistan team using machine learning. Indian Journal of Science and Technology. 13(34): 3586-3599. https://doi.org/10.17485/IJST/v13i34.813 

6. Ayaz H. Khan, Muhammad Zubair, "Classification of multi-lingual tweets, into multi-class model using Naïve Bayes and semi-supervised learning", Multimedia Tools and Applications, Springer Nature, Aug 2020, doi.org/10.1007/s11042-020-09512-2 [Link]

7. ULLAH, Rafi; KHAN, Ayaz H.; EMADUDDIN, S.M.. ck-NN: A Clustered k-Nearest Neighbours Approach for Large-Scale Classification. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, Salamanca, v. 8, n. 3, p. 67-77, aug. 2019. ISSN 2255-2863. Available at: [Link]. doi:10.14201/ADCAIJ2019836777.  

8. Mayez A. Al-Mouhamed, Ayaz H. Khan, and Nazeeruddin Mohammad, "A Review of CUDA Optimization Techniques and Tools for Structured Grid Computing", Computing Journal, Springer, First Online, doi: https://doi.org/10.1007/s00607-019-00744-1, July 2019 [Link]

9. Ayaz H Khan, Ali Mustafa Qamar, Aneeq Yusuf and Rehanullah Khan, “Software Abstractions for Large-Scale Deep Learning Models in Big Data Analytics” International Journal of Advanced Computer Science and Applications(IJACSA), 10(4), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0100469 [Link]

10. Mayez Al-Mouhamed and Ayaz H. Khan, “SpMV and BiCG-Stab Optimization for a Class of Hepta-Diagonal Sparse Matrices on GPU”, The Journal of Supercomputing, Vol. 73, Issue No. 9, pp 3761–3795, Sep 2017, DOI: 10.1007/s11227-017-1972-3 [Link]

11. Ayaz H. Khan, Mayez Al-Mouhamed, Muhammed Al-Mulhem, and Adel F. Ahmed, “RT-CUDA: A Software Tool for CUDA Code Restructuring”, International Journal of Parallel Programming, pp 1-44, May 2016, DOI: 10.1007/s10766-016-0433-6. [Package Download]

12. Ayaz ul Hassan Khan, Mayez Al-Mouhamed, Allam FATAYER, and Nazeeruddin Mohammad, "Optimizing the Matrix Multiplication Using Strassen and Winograd Algorithms with Limited Recursions on Many-Core", International Journal of Parallel Programming, pp 1-30, September, 2015. [Source Code]

13. Mayez Al-Mouhamed, and Ayaz ul Hassan Khan, "Exploration of Automatic Optimization for CUDA Programming", International Journal of Parallel, Emergent, and Distributed Systems (IJPEDS), 2014. DOI: 10.1080/17445760.2014.953158

14. Ayaz ul Hassan Khan, M. A. Al-Mouhamed, A. Almousa, A. Fatayar, A. Baqais, and M. Assayony, “Padding Free Bank Conflict Resolution for CUDA-Based Matrix Transpose Algorithm”, International Journal of Networked and Distributed Computing, Vol. 2, issue 3, pp 124-134, July 2014, DOI: doi:10.2991/ijndc.2014.2.3.2. [Source Code]

15. Basem Al-Madani, Ayaz ul Hassan Khan, and Zubair A. Baig, "MADTS: Mobility-Aware Data Transfer Service based on the Data Distribution Service (DDS) Specification", The Arabian Journal of Science and Engineering, 2014. DOI: 10.1007/s13369-014-0944-7

Conference Papers/Posters:

1. M Faisal Nurnoby, Khalid A. Abu Shawarib, and Ayaz Ul Hassan Khan. 2024. Distributed Deep Learning-based Model for Large Image Data Classification. In Proceedings of the 7th International Conference on Future Networks and Distributed Systems (ICFNDS '23). Association for Computing Machinery, New York, NY, USA, 283–291. https://doi.org/10.1145/3644713.3644750

2. Mohammed Ayub, Yasser El-Alfy, and Ayaz H Khan. 2024. Distributed Intrusion Detection Systems Based on Deep Learning Techniques and Boosting Ensemble. In Proceedings of the 7th International Conference on Future Networks and Distributed Systems (ICFNDS '23). Association for Computing Machinery, New York, NY, USA, 180–191. https://doi.org/10.1145/3644713.3644736 

3. Ayaz H. Khan, "Parallel Implementation of Predicting RNA using LR Parsing in MPI", Proceedings of International Symposium on Recent Advances in Electrical Engineering, August, 2019.

4. .A. H. Khan, T. Kazmi, and N. Majeed, "Conflict - Free Replication Datatype using Data Distribution Service", Proceedings of 3rd Asian Conference on Science, Technology and Medicine, Dubai UAE, Feb-2019.

5. Ayaz H. Khan, “Optimization Specifications for CUDA Code Restructuring Tool”, 7th High Performance Computing – Saudi Arabia (HPCSaudi2017) Conference at King Abdullah University of Science and Technology (KAUST), Saudi Arabia, 2017. (Third Best Poster Award) [Link]

6. Ayaz ul Hassan Khan, Mayez Al-Mouhamed, and Allam Fatayar, “Optimizing Strassen Matrix Multiply on GPUs”, 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2015).

7. Ayaz ul Hassan Khan, Mayez Al-Mouhamed, and Lutfi A. Firdaus, “Evaluation of Global Synchronization for Iterative Algebra Algorithms on Many-Core”, 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2015).

8. A. H. Khan, M. A. Al-Mouhamed, A. Almousa, A. Fatayar, A. R. Ibrahim, and A. J. Siddiqui, “AES-128 ECB Encryption on GPUs and Effects of Input Plaintext Patterns on Performance”, 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2014).

9. A. H. Khan, M. A. Al-Mouhamed, A. Almousa, A. Fatayar, A. Baqais, and M. Assayony, “Padding Free Bank Conflict Resolution for CUDA-Based Matrix Transpose Algorithm”, 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2014).

10. Mayez Al-Mouhamed and Ayaz ul Hassan Khan, “Exploration of Automatic Optimization for CUDA Programming”, 2nd IEEE International Conference on Parallel, Distributed and Grid Computing, India, PDGC2012, 2012. [link]. (Second Best Conference Paper Award)

11. Ayaz ul Hassan Khan and Ahmed Tariq Sheikh, "LP Formulation of Thermal Management of a Biosensor Network", Third Scientific Student Conference, Saudi Arabia, April 2012. [poster]

12. Ayaz ul Hassan Khan and Muhammad Shoieb Arshad, “Performance Improvement of Overlay Networks for {P2P} Systems”, 3rd International Conference on Intelligent Systems, Modelling and Simulation in Malaysia, ISMS2012, 2012. [link]

13. Shafiqur Rehman, Aftab Ahmad, Huseyin Saricimen, Luai M. Al-Hadhrami, Shamsuddin Khan, and Ayaz ul Hassan Khan, “Development of a Web-Based Corrosion Cost Inventory System for Saudi Arabia”, NACE International Corrosion 2012 Conference and Expo. [Link]

14. Ayaz ul Hassan Khan, "Storing Synopsis of Data Events", Second Scientific Student Conference, Saudi Arabia, March 2011. [poster]

15. Muhammad Yousuf Bawany, Dr. Asim Karim, Ayaz-ul-Hassan Khan, Muhammad Sibghatullah Siddiqui, ‘Outlier Detection in Evolving Data Streams: An Evaluation of the LOADED Algorithm’, 3rd ACM International Conference on Intelligent Computing and Information Systems - ICICIS 2007, Egypt, March 15-18, 2007

Book/Monographs:

1. Ayaz ul Hassan Khan, “Investigate and Parallel Processing using E1350 IBM eServer Cluster”, LAMBERT Academic Publishing, 2012. [Amazon Link]