Education |
PhD Computer Engg, University of Engineering and Technology, Taxila, Pakistan, 2014
- Thesis Topic: AN AUTONOMOUS AND SELF-DIRECTED NETWORK MANAGEMENT PLATFORM USING PREDICTIVE NETWORK TECHNIQUES
MS Computer Engg, Center for Advance Studies in Engineering, Islamabad, Pakistan, 2006
- Area of Specialization: COMPUTER NETWORKS
M.Sc. (Computer Science) University of Arid Agriculture Rawalpindi, Pakistan, 2001
|
Publications |
RESEARCH PUBLICATIONS [Journals]
- An ANN based bidding strategy for resource allocation in cloud computing using IoT double auction algorithm (Sustainable Energy Technologies And Assessments, Volume 52, Part D, August 2022) (IF: 3.456) (https://doi.org/10.1016/j.seta.2022.102358)
- Henon chaotic map based image encryption scheme using bit-level circular shift (Journal of Theoretical and Applied Information Technology, vol. 100, no. 6, 31st March 2022) (http://www.jatit.org/volumes/Vol100No6/31Vol100No6.pdf)
- Reliable Multipath Flow for Link Failure Recovery in 5G Networks Using SDN Paradigm (Journal of Information Technology and Control, Vol. 51 No. 1, 2022, March 2022) (IF: 1.228) (https://doi.org/10.5755/j01.itc.51.1.29408)
- Classification of COVID-19 and Influenza Patients Using Deep Learning. (Contrast Media & Molecular Imaging, vol. 2022, Article ID 8549707, 11 pages, 2022) (IF:3.161) (https://doi.org/10.1155/2022/8549707)
- IoT Devices, User Authentication, and Data Management in a Secure, Validated Manner through the Blockchain System Optimization (Wireless Communications and Mobile Computing, February 2022) (IF: 1.819) (https://doi.org/10.1155/2022/8570064)
- A Network Intrusion Detection System Using Hybrid Multilayer Deep Learning Model, (Big Data, Accepted: January 2022) (IF: 2.128)
- Scalable offloading using machine learning methods for distributed multi-controller architecture of SDN networks. (Journal of Supercomputing, Jan 2022) (IF: 2.474). (https://doi.org/10.1007/s11227-022-04313-w)
- An Efficient Internet Traffic Classification System Using Deep Learning for IoT, (Computers, Materials & Continua, Vol.71, No.1, 2022, pp.407-422, November 2021) (IF: 3.772) (https://doi.org/10.32604/cmc.2022.020727)
- Emotion Classification through Product Consumer Reviews, (PakJET, vol. 4, no. 4, pp. 35-40, Dec. 2021) [HEC Recognized: Y Category]
- A Deep Learning-Based Method for Network Application Classification in Software-Defined IoT (International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Accepted: July 2021) (IF: 1.518)
- Hybrid Ant Genetic Algorithm for Efficient Task Scheduling in Cloud Datacenters (Computers and Electrical Engineering, Volume 95, October 2021, 107419) (IF: 3.818)(https://doi.org/10.1016/j.compeleceng.2021.107419)
- Multiphase Fault Tolerance Genetic Algorithm for VM and Task Scheduling in Datacenter, (Information Processing and Management, Vol 58, Issue 5, September 2021) (IF: 6.222) (https://doi.org/10.1016/j.ipm.2021.102676)
- Head Node Selection Algorithm in Cloud Computing Datacenter (Mathematical Problems in Engineering, Vol 2021, 12 Pages, July 2021) (IF: 1.305) (https://doi.org/10.1155/2021/3418483)
- An UAV assisted VANET Architecture for Intelligent Transportation System in Smart Cities (International Journal of Distributed Sensor Networks, 10th June 2021) (IF: 1.614) (https://doi.org/10.1177/15501477211031750)
- Cost-Based Energy Efficient Scheduling Technique for Dynamic Voltage and Frequency Scaling System in Cloud Computing (Sustainable Energy Technologies And Assessments, June 2021) (IF: 3.456) (https://doi.org/10.1016/j.seta.2021.101210)
- An Optimized and Efficient Routing Protocol Application for IoV (Mathematical Problems in Engineering: May 2021) (IF: 1.305)(https://doi.org/10.1155/2021/9977252)
- Designing of a Simulation Tool for the Performance Analysis of Hybrid Data Center Networks (DCNs),(Complexity, vol. 2021, Article ID 5520324, 13 pages, April 2021) (IF: 2.591)(https://doi.org/10.1155/2021/5520324)
- A Genetic Based Leader Election Algorithm for IoT Cloud Data Processing, (Computers, Materials & Continua, vol. 68, no.2, pp. 2469–2486, April 2021) (IF: 4.89)(https://10.32604/cmc.2021.014709)
- Genetic Based Leader Selection (GBLS) Algorithm in Cloud Datacenter for Efficient Task Execution (Jokull, Vol 71, No. 4, April 2021) (IF: 0.533)
- An IoT based network for smart urbanization (Wireless Communications and Mobile Computing, April 2021) (IF: 1.819) (https://doi.org/10.1155/2021/5584667)
- IMOC: Optimization Technique for Drone-Assisted VANET (DAV) Based on Moth Flame Optimization (Wireless Communications and Mobile Computing, November 2020) (IF: 1.819) (https://doi.org/10.1155/2020/8860646)
- An Approach for Evaluating & Ranking Ontologies with Applications in Biomedical Domain (Technical Journal, UET Taxila, July 2020) [HEC Recognized: Y Category]
- Offline signature verification system: a novel technique of fusion of GLCM and geometric features using SVM, (Multimedia Tools and Applications, April 2020) (IF: 2.101) (https://doi.org/10.1007/s11042-020-08851-4)
- Traffic Load Balancing Using Software Defined Networking (SDN) Controller as Virtualized Network Function, (IEEE Access, April 2019) (IF: 3.557) (https://doi.org/10.1109/ACCESS.2019.2909356)
- Parental Prioritization Based Task Scheduling in Heterogeneous Systems, (Arabian Journal for Science and Engineering, January 2019) (IF: 1.092) (https://doi.org/10.1007/s13369-018-03698-2)
- E-Assessment and Computer-Aided Prediction Methodology for Student Admission Test Score, (EURASIA Journal of Mathematics, Science and Technology Education, July 2017) ( Scopus Index, IF: 0.903) (https://doi.org/10.12973/eurasia.2017.00939a)
- A novel image retrieval based on visual words integration of SIFT and SURF, (PLoS ONE 11(6), June 2016)
(IF: 3.057)( https://doi.org/10.1371/journal.pone.0157428)
- A Cloud-based GIS Application framework to Analyze Road Accidents using windows azure (International Journal of Computer Science and Information Security (IJCSIS), 14 (1), pg 38, 2016)
- Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors (International Journal of Computer Science and Information Security (IJCSIS), 14 (11), Nov 2016)
- A Novel Approach for Optimal Rule Creation and Classification in Autonomous, Self-directed, Ant-optimized Adaptive Learning-based Intelligent Network Architecture (Global Journal on Technology 2015 (8), 159-166, 2015)
- Network-Congestion Based Traffic Investigation for Estimating QoS in Vehicular Ad Hoc Networks using Diverse Routing Protocols (JBASR, Vol. 4, No. 9, Sept. 2014)
- An Autonomous, Self-directed, Ant-optimized Adaptive Learning-based Intelligent Network Architecture (ASAALI). (JBASR, Vol. 3. No. 9, Sept. 2013)
- Implementation of VANET-based Warning Generation System using Cellular Networks, GPS, and Passive RFID Tags (Smart Computing Review 2 (6), 2012) [https://doi.org/10.6029/smartcr.2012.06.002]
RESEARCH PUBLICATIONS [Conferences]
- Machine Learning based Intrusion Detection System in SDN Environment, 3rd International Conference on Computational Science & Technologies, INCCST, MUET, Jamshoro, 17-19, Feb 2022.
- Flexible Genetic Algorithm Operators for Task Scheduling in Cloud Datacenters, 14th International Conference on Open Source Systems and Technologies, ICOSST, KICS, Lahore, PK, Dec-2020
- Network Application Classification Using Deep Learning Algorithm in Software Defined Networks, 3rd Pak-Turk International Conference on Emerging Technologies in the field of Sciences and Engineering, 9-10, June, 2020 GIKI, PK.
- Network function virtualization: Challenges and prospects for modernization, International Conference on Engineering and Emerging Technologies (ICEET), Superior University, Lahore, PK, 2018
- Performance Analysis of VoIP over Wireless LAN USING RSVP, ICIIT, October 2010, Pakistan
- Implementing an NMS Based Integrable Environment in Multi-domain Networks, ICIIT, October 2010, Pakistan
- Comparative Evaluation of Header vs. Payload based Network Anomaly Detector, Proceedings of the World Congress on Engineering 2009 Vol-1, WCE 2009, July 1 - 3, 2009, London, U.K
|
Experience |
- ASSISTANT PROFESSOR, COMPUTER SCIENCE DEPARTMENT, UNIVERSITY OF ENGINEERING AND TECHNOLOGY, TAXILA, PAKISTAN - At Present
- ASSISTANT PROFESSOR, COMPUTER SCIENCE DEPARTMENT, COMSATS INSTITUTE OF INFORMATION TECHNOLOGY, ATTOCK, PAKISTAN, NOV. 2010 – APRIL 2015
- ASSISTANT PROFESSOR, SOFTWARE ENGINEERING DEPARTMENT, UNIVERSITY OF ENGINEERING AND TECHNOLOGY, TAXILA, PAKISTAN, NOV. 2006 - OCT. 2010
- SYSTEM ADMINISTRATOR, NETWORK ADMINISTRATION AND RESEARCH CENTRE, UNIVERSITY OF ENGINEERING AND TECHNOLOGY, TAXILA, PAKISTAN, JUNE 2003 -OCT 2006
- NETWORK ADMINISTRATOR, BARANI INSTITUTE OF INFORMATION TECHNOLOGY, RAWALPINDI, PAKISTAN, OCT. 2001 - MAY 2003
|