Skip to main content
Image
imtiaz-ahmad

Academic

Prof.

Imtiaz Ahmad

Professor

Office Location:
S02D1147

Education

Degree Discipline Institution Year
Ph.D. Computer Engineering Syracuse University, Syracuse, New York, USA 1992
M.S. Electrical Engineering King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia 1988
B.S. Electrical Engineering University of Engineering & Technology, Lahore, Pakistan 1984

 

Research Interests

Design automation of digital systems, parallel and distributed computing

Selected Publications

  • Mariam AlJamea, I. Ahmad, A. Imtiaz and A. Mohammed, Ensemble learning model for diagnosing COVID-19 from routine blood tests, Informatics in Medicine Unlocked, Volume 21, 2020, 100449.  
  • Mariam AlJamea, I. Ahmad, and M. Alfailakawi, Apache Spark implementation of Whale Optimization Algorithm, Cluster Computing, volume 23, pages 2021–2034 (2020).  
  • E. Hassan, Y. Khalil, and I. Ahmad, Learning Feature Fusion in Deep Learning-Based Object Detector, Journal of Engineering, Article ID 7286187, 11 pages, 2020.  
  • S. Abed, A. A. M. R. Behiry and I. Ahmad, Error metrics determination in functionally approximated circuits using SAT solvers, PLoS ONE 15(1): e0227745, pp. 1-19, 2020.  
  • M. Imdoukh, I. Ahmad, and M. Alfailakawi, Optimizing scheduling decisions of container management tool using many-objective genetic algorithm, Concurrency and Computation: Practice and Experience, Vol. 32, Issue 5, pp. 1-16, March 2020. 
  • M. Imdoukh, I. Ahmad, and M. Alfailakawi, Machine learning based auto-scaling for containerized applications, Neural Computing and Applications, 32:9745–9760, 2020.   
  • M. Alfailakawi, Mariam AlJamea, and I. Ahmad, Parallel and Distributed Implementation of Sine Cosine Algorithm on Apache Spark Platform, IEEE Access, Volume 9, Pages: 77188-77202, June 2021.  
  • Ahmad, M. Gh. Alfailakawi, A. AlMutawa, and L. Alsalman, Container scheduling techniques: a survey and assessment, Journal of King Saud University - Computer and Information Sciences, 34:3934-3947, 2022.  
  • H. Al-Faisal, I. Ahmad, A. Salman, and M. Alfailakawi, Adaptation of population size in Sine Cosine Algorithm, IEEE Access, Volume 9, Pages: 25258-25277, February 2021.  
  • M. K. Awad, M. H. H. Ahmed, A. F. Almutairi, I. Ahmad, Machine learning-based multipath routing for software defined networks, Journal of Network and Systems Management, Vol. 29, Issue 2, pp. 1-30, 2021. 
  • S. Abed, A. A. Abdelaal, M. H. Al-Shayeji and I. Ahmad, SAT-based and CP-based declarative approaches for top-rank-k closed frequent itemset mining, International Journal of Intelligent Systems, Vol. 36, No. 1, pp. 112-151, January 2021.  
  • M. Kandil, A. Kelkawi, I. Ahmad, M. Gh. Alfailakawi, COVID-XIX-Net: Deep Learning Empirical Comparison between X-ray Imaging and POCUS for COVID-19 Detection, Journal of Engineering Research, Vol. 9, No. (4A) pp. 87-97, December 2021.  
  • M. AlJamea, A. Imtiaz, I. Ahmad, and A. Mohammed, Deep Forest Model for Diagnosing COVID-19 From Routine Blood Tests, Scientific Reports, 11:16682, 2021. 
  • Z. Ali, A. Mohammed, and I. Ahmad, Evaluating adversarial robustness of secret key-based defenses, IEEE Access, Volume 10, pp. 34872-34882, 2022.  
  • J. Alfadhli, A. Jaragh, M. Alfailakawi, I. Ahmad, FP-SMA: An adaptive, fluctuant population strategy for slime mould algorithm, Neural Computing and Applications, 34, pp. 11163-111175, 2022.  
  • M. Alshayeji, B. Bahbahani, I. Ahmad, Spark-based parallel processing Whale Optimization Algorithm, Concurrency and Computation: Practice and Experience, Volume 34, Issue 4, e6607, February 2022.  
  •  I. Ahmad, M. Gh. Alfailakawi, A. AlMutawa, and L. Alsalman, Container scheduling techniques: a survey and assessment, Journal of King Saud University - Computer and Information Sciences, 34:3934-3947, 2022. 
  • A. Kelkawi, M. El-Abd, I. Ahmad, GPU-based cooperative coevolution for large scale global optimization, Neural Computing and Applications, 35, pages 4621–4642, February 2023.  
  • H. Sharaf, I. Ahmad, T. Dimitriou, Extended berkeley packet filter: An application perspective, IEEE Access, Vol. 10, pp. 126370-126393, December 2022.  
  • A. Kelkawi, I. Ahmad, M. El-Abd, Spark-based cooperative coevolution for large scale global optimization, Cluster Computing, pp. 1-16, June 2023.  
  • L. Waleed, I. Ahmad, S. Abed, A smart admission control and cache replacement approach in content delivery networks, Cluster Computing, pp. 1-19, July 2023.  
  • A. Kana, I. Ahmad, An effective Runge-Kutta optimizer based on adaptive population size and search step size, CMC-Computers, Materials & Continua, Vol. 76, No. 3, pp. 3443-3464, October 2023.  
  • A. Mohammed, Z. Ali, I. Ahmad, Enhancing adversarial robustness with randomized interlayer processing, Expert Systems with Applications, Vol. 245, p. 123085, July 2024. 
  • Z. Ali, A. Mohammed, I. Ahmad, Vulnerability of Deep Forest to Adversarial Attack, IEEE Transactions on Information Forensics and Security, Volume 19, pp. 5464-5475, May 2024.  
  • A. Rashid, A. Gauhar, O. Hasan, S. Abed, I. Ahmad, Formal Verification of Universal Numbers using Theorem Proving, Journal of Electronic Testing: Theory and Applications, June 2024.  
  • R. Kablaoui, I. Ahmad, S. Abed, M. Awad, Network Traffic Prediction by Learning Time Series as Images, Engineering Science and Technology, an International Journal, Volume 55, July 2024, 101754. 
  • S. Alsaqer, S. Alajmi, I. Ahmad, M. Alfailakawi, The potential of LLMs in hardware design, Journal of Engineering Research, August 2024, https://doi.org/10.1016/j.jer.2024.08.001  
  • S. Abed, G. Aldamkhi, I. Ahmad, Information Hiding using Approximate POSIT Representation, IET Image Processing, pp.1–29, September 2024, DOI:10.1049/ipr2.13244   
  • A. Alajmi, B. AlSarraf, Z. Abualhassan, A. Fairouz, I Ahmad, TinyBERT for Branch Prediction in Modern Microprocessors, To appear in Neural Computing and Applications, October 2024. 
     
  • S. Abed, I. Ahmad, M. Al Shayeji, S. Sultan, Automatic verification of single-electron transistor arrays based on multiway decision graphs, IET Circuits, Devices and Systems, Vol. 11, No. 4, pp. 395-404, July 2017.
  • I. Ahmad, A. H. Hamouda, M. Gh. Alfailakawi, Odd/Even invert coding for phase change memory with thermal crosstalk, Microprocessors and Microsystems, Vol. 49, pp. 150-163, March 2017.
  • S. AlEbrahim and I. Ahmad, Task scheduling for heterogeneous computing systems, Journal of Supercomputing, Vol. 73, No. 6, pp. 2313-2338, June 2017.
  • A. Alyatama, I. Ahmad and N. Al-Dabbous, Memory allocation algorithm for cloud services, Journal of Supercomputing, Vol. 73, No. 11, pp. 5006-5033, November 2017.
  • I. Ahmad, M. Imdoukh, M. Gh. Alfailakawi, Extending multi-level STT-MRAM cell lifetime by minimising two-step and hard state transitions in hot bits, IET Computers & Digital Techniques, Volume 11, Issue 6, p. 214 – 220, November 2017.

     

Work Experience

Academic Experience
Institution Designation Year/Period
Syracuse University Visiting Researcher (On sabbatical leave)   2000 - 2001
King Fahd University of Petroleum & Minerals     Graduate Teaching Assistant 1985 - 1988

 

Industry Experience
Computing & Network Services Syracuse University Computer Networks Administrator May, 1991 - Aug, 1992
MILPAK Ltd Lahore, Pakistan Instrument Engineer Jan, 1984 - Aug, 1985

 

Community Service

Department level

  • Member of Undergraduate Program Committee (September 2019 – August 2021)  
  • Member of Hardware Tag Committee (September 2020 – August 2025)  
  • Member of Labs and Equipment Committee (September 2020 – August 2021)   
  • Coordinator for Computer Architecture Lab. (CpE-469) (Sept. 2021 – August 2024) 
  • Member of Undergraduate Program Committee (September 2023 – August 2025)  
  • Member of Graduate Program Committee (September 2024 – August 2025) 
     

College level

  • Member of iAuthenticate Guidelines Review Committee (January 2021 – March 2021) 
  • Member of Appointment Committee for English Unit Instructors (July 2022 – August 2022) 
  • Member of Scientific Missions Examination Committee (Sept. 2022 – August 2024) 
  • Coordinator for iThenticate Committee (September 2022 – August 2025) 
     

University level

  • Member of the University Promotion Committee (September 2019 – August 2021) 
  • Member of the KFAS Kuwait Prize Search and Nomination Committee (2020)  
     
Other

Presented papers in different conferences

Chaired/co-chaired sessions in some conferences.     
Presented tutorial on high-level synthesis in Saudi Arabia, Turkey, and USA. 


Refereeing Journals

Oxford Open Energy 
Expert Systems with Applications 
Swarm and Evolutionary Computation 
Intelligent Systems with Applications 
Scientific Reports 
IEEE Access 
Informatics in Medicine Unlocked 
IEEE Communications Letters 
Computer Networks 
IEEE transactions on Emerging Topics in Computing 
IEEE transactions on Network and Service Management 
Journal of Network and Computer Applications 
Journal of Supercomputing 
Information Sciences  
International Journal of Reconfigurable Computing  
Walailak Journal of Science and Technology 
Mathematical Problems in Engineering  
Journal of Systems and Software 
Journal of Sustainable Computing: Informatics and Systems 
International Journal of Parallel, Emergent and Distributed Systems 
International Scholarly Research Notices 
IEEE Transactions of Parallel and Distributed Systems 
Journal of Parallel and Distributed Computing 
The Computer Journal 
Pervasive and Mobile Computing 
Journal of Software 
IET Circuits, Devices & Systems 
IET communications 
IET Generation, Transmission & Distribution 
Electronics Letters 
Electrical and Computer Engineering Journal 
Branch Editor for Journal of Engineering Research 
Branch Editor for Kuwait Journal of Science and Engineering 
Reviewed book from the College of Engineering 
External reviewer for MS thesis in the Department of Computer Science 
External reviewer for promotion cases 
Kuwait University research proposals and reports