العربية
Dr Muhammad Zakarya
Qualification
- ​Ph.D in Computer Science, University of Surrey, UK, 2017.
Research Interest
- Distributed systems
- Cloud computing
- Energy and performance efficient computing
- Resource management
- Internet of things
- Machine learning
Publications
- Khan, M. S., Ali, H., Zakarya, M., Tirunagari, S., Khan, A. A., Khan, R., … & Rada, L. (2023). A convex selective segmentation model based on a piece-wise constant metric-guided edge detector function. Soft Computing, 1-16.
- Zakarya, M., Gillam, L., Salah, K., Rana, O., Tirunagari, S., & Buyya, R. (2023). CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds. IEEE Transactions on Services Computing, 16(02), 1023-1038.
- Rahman, S., Uddin, J., Zakarya, M., Hussain, H., Khan, A. A., Ahmed, A., & Haleem, M. (2023). A Comprehensive Study of Digital Image Steganographic Techniques. IEEE Access, 11, 6770-6791.
- Rahman, A., Ali, H., Badshah, N., Zakarya, M., Hussain, H., Rahman, I. U., … & Haleem, M. (2022). Power mean based image segmentation in the presence of noise. Scientific Reports, 12(1), 21177.
- ​​Ali, A., Zhu, Y., & Zakarya, M. (2022). Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction. Neural networks, 145, 233-247.
- Ali, A., Zhu, Y., & Zakarya, M. (2021). E​xploiting dynamic spatio-temporal corr​elations for citywide traffic flow prediction using attention based neural networks. Information Sciences, 577, 852-870.
- Khan, R., Ali, I., Jan, M. A., Zakarya, M., Khan, M. A., Alshamrani, S. S., & Guizani, M. (2021). A hybrid approach for seamless and interoperable communication in the internet of things. IEEE Network, 35(6), 202-208.