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Military College of Signals  (MCS)
Dr. Saddaf Rubab
Assistant Professor
Department of Computer Software Engineering

MCS
National University of Sciences and Technology (NUST)
Military College of Signals, Humayun Road, Rawalpindi.
Tel : +92 335 5514121

Specialization
Distributed Systems, Grid/Cloud Computing, Resource Management

Education
PhD (Information Technology) Universiti Teknologi PETRONAS, Malaysia

Dr. Saddaf Rubab is working as Assistant Professor at NUST Military College of Signals. She completed her doctoral studies at Universiti Teknologi PETRONAS, Malaysia in May, 2018. She got her MSc in Computer Software Computer Engineering from NUST College of Electrical & Mechanical Engineering (CEME), in 2012 and worked on different academia positions from 2009 to 2013. In the context of her current research, she is working on forecasts and implementing AI techniques in various interdisciplinary areas. Apart from this, her research interests include distributed computing, security and prediction systems.​​​​​

Research Interests:

  • ​Distributed Systems
  • Prediction Systems
  • Artificial Intelligence
  • Security​
  • Books/Chapters:

  • ​S Rubab, S A Taqvi, MF Hassan (2018) Realizing the Value of Big Data in Process Monitoring and Control: Current Issues and Opportunities in Advances in Intelligent Systems and Computing, (accepted)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Performance Management Using Autonomous Control-Based Distributed Coordination Approach in a Volunteer Grid Computing Environment in Software Engineering Perspectives and Application in Intelligent Systems, pp 457-469
  • Journals:

  • ​S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) QoS Based Multi-Constraints Bin Packing Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources in The International Arab Journal of Information Technology, (in press) (IF 0.6)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Reliability Driven Constrained Job Scheduling on Volunteer Grid Resources in and Its Application in ADVANCED SCIENCE LETTERS pp. 2690-2694 (IF 0.42)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Application Analysis: Theory of Constraints for Jobs Scheduling on Volunteer Grid Resources in ADVANCED SCIENCE LETTERS pp. 2715-2718 (IF 0.42)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2015) Grid Computing in Light of Resource Management Systems: A Review in Journal of Basic and Applied Scientific Research, Vol. 5, 2015, pp 33-43

  • S Rubab, M Javed (2015) Efficient Image Steganogrphic Algorithms Utilizing Transforms: Wavelet and Contourlet with Blowfish Encryption in International Journal of Computer Network and Information Security Vol 2, 2015

  • S Rubab, M Javed (2012) Improved Image Steganography Technique for Colored Images using Wavelet Transform in International Journal of Computer Applications, February Edition 2012

  • S Rubab, M Javed (2012) Improved Image Steganography Technique for Colored Images using Huffman Encoding with Symlet Wavelets in International Journal of Computer Science Issues, March Edition 2012​
  • Refereed & Indexed Conference Proceedings:

  • ​S Rubab, H Abbas, F A Khan (2018) Cloud Integrated Secure Cyber-Physical System Scheduling: A Game-Theoretic Approach in 2nd IEEE International workshop on Communication, Computing, and Networking in Cyber Physical Systems (CCNCPS-2018) submitted

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Random Forest Forecast (RFF): One Hour Ahead Jobs in Volunteer Grid in International Conference on Computer & Information Sciences (ICCOINS) 2016

  • SNM Shah, AK Mahmood, S Rubab, MF Hassan, (2016) Experimental Performance Analysis of Job Scheduling Algorithms on Computational Grid using Real Workload Traces in First EAI International Conference on Computer Science and Engineering (COMPSE) 2016

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Proactive Job Scheduling and Migration using Artificial Neural Networks for Volunteer Grid in First EAI International Conference on Computer Science and Engineering (COMPSE) 2016

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2016) Adoptability Study of Bin-Packing for Scheduling Jobs on Volunteer Grid Resources in 7th International Conference on Advances in Information Technology (IAIT) 2015

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2015) Forecasting Volunteer Grid Workload Using Holt-Winters’ Method in 2015 2nd International Symposium on Technology Management and Emerging Technologies (IEEE)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2015) Bin Packing Multi-Constraints Job Scheduling Heuristic for Heterogeneous Volunteer Grid Resources in The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2015) Job Scheduling Approach Based on Quality of Service Classification in Volunteer Grid Environment in The Fourth International Conference on Computer Science & Computational Mathematics (ICCSCM 2015)

  • S Rubab, MF Hassan, AK Mahmood, SNM Shah (2014) A review on resource availability prediction methods in volunteer grid computing in IEEE International Control System, Computing and Engineering (ICCSCE), 2014, pp 478-483​
  • ​​Distributed Computing
  • Advanced Software Engineering
  • Software Project Management​
  • Object Oriented Programming​