Dr. Isma Farah Siddiqui (HEC Approved PhD Supervisor)
Dr. Isma Farah Siddiqui received Ph.D. in Computer Science and Engineering from Hanyang University, South Korea. She was awarded with HEC scholarship for Ph.D. studies and remained an outstanding candidate with CGPA 4 out of 4 and received Best Thesis Award from the school of Science and Engineering, Hanyang University. During her Ph.D. candidature, she wrote 19 Conferences papers and 18 Journal articles related to her research domain of smart environment and semantic web. Currently, she is performing her duties as Assistant Professor in Department of Software Engineering at Mehran University of Engineering and Technology. She has been an active TPC member of various conferences and is a reviewer of various prestigious journals such as IEEE Access, Future Generation Computer Systems, IEEE Communications Magazine, KSII Transactions on Internet and Information Systems. Her research interests include semantic web and semantic data analytics, Big Data analytics, context-aware data processing of Internet of Things and green cloud computing.
Contact Information
[email protected]
+92 22 2772250 Ext: 6907
| Ph.D. Hanyang University, South Korea |
2018 |
| M.E IICT (IT), Mehran university of engineering and technology, Jamshoro |
2008 |
| B.E SWE, Mehran university of engineering and technology, Jamshoro |
2006 |
| Associate Professor SWE, Mehran University of Engineering and Technology, Jamshoro |
2019 - Present |
| Assistant Professor SWE, Mehran University of Engineering and Technology, Jamshoro |
2011-2019 |
| Lecturer SWE, Mehran University of Engineering and Technology, Jamshoro |
2009-2011 |
| Lab Lecturer SWE, Mehran University of Engineering and Technology, Jamshoro |
2006-2009 |
|
Data Analytics and business intelligence
Bachelors in Software Engineering |
Undergraduate Course |
|
Software Testing & Quality Assurance
Bachelors in Software Engineering |
Undergraduate Course |
|
Semantic Based Software Engineering
Masters in Software Engineering |
Masters Course |
|
Agent based Intelligent Systems
Active
Bachelors in Software Engineering |
Undergraduate Course |
|
Data Science and Analytics
Bachelors in Software Engineering |
Undergraduate Course |
| HEC Project # 2358 User Privacy Protection for location based services over road network using Fog computing Co-Principal Investigator | 2019 |
| HEC Project No.2196,“Smart Grid Testbed Software in Green-Cloud Environment” Principal Investigator | 2019 |
| UC#7 /28 Feb 2018/10.2-44e: Robust security infrastructure against IoT device-based DDoS attack in cloud environments, Saudi Arabia Researcher | 2018-19 |
| HEC Travel Grant for “A knowledge-based path optimization technique forcognitive nodes in smart grid”at 2018thIEEE Global Communications Conference”, 9-13thDecember 2018, Abu Dhabi, UAE Travel Grant |
2018 |
| Board of Studies Member SWE, Mehran University of Engineering and Technology, Jamshoro |
|
| Students’ Advisory Committee Member SWE, Mehran University of Engineering and Technology, Jamshoro |
2018-Present |
| FYP Committee Member SWE, Mehran University of Engineering and Technology, Jamshoro |
2018-Present |
| ISO Quality Coordinator SWE, Mehran University of Engineering and Technology, Jamshoro |
2010-2012 |
| Year | Type | Title |
|---|---|---|
| 2018 | Journal | Nawab Muhammad Faseeh Qureshi, Isma Farah Siddiqui, Mukhtiar Ali Unar, Muhammad Aslam Uqaili, Choon Sung Nam, Dong Ryeol Shin, Jaehyoun Kim, Kashif Bashir, Asad Abbas “An Aggregate MapReduce Data Block Placement Strategy for Wireless IoT Edge Nodes in Smart Grid”, Wireless Personal Communications, September 2018. (SCIE- IF:1.22) |
| 2018 | Journal | Isma Farah Siddiqui, Nawab Muhammad Faseeh Qureshi, Muhammad Akram Shaikh, Bhawani Shankar Chowdhry, Asad Abbas, Ali Kashif Bashir and Scott Uk-Jin Lee, “Stuck-at Fault Analytics of IoT Devices Using Knowledge-based Data Processing Strategy in Smart Grid”, Wireless Personal Communications, April 2018. (SCIE- IF:1.22) |
| 2017 | Journal | Isma Farah Siddiqui, Scott Uk-Jin Lee, Asad Abbas and Ali Kashif Bashir, “Optimizing Lifespan and Energy Consumption by Smart Meters in Green-Cloud-Based Smart Grids”, IEEE Access, vol. 5, pp. 20934-20945, September 2017. (SCIE- IF: 3.244) |
| 2017 | Journal | Asad Abbas, Isma Farah Siddiqui, Scott Uk-Jin Lee, and Ali Kashif Bashir. “Binary Pattern for Nested Cardinality Constraints for Software Product Line of IoT-based Feature Models.” IEEE Access, vol. 5, pp. 3971-3980, March 2017. (SCIE- IF: 3.244) |
| 2016 | Journal | Isma Farah Siddiqui, Asad Abbas and Scott Uk-Jin Lee, “A hidden markov model to predict hot socket issue in smart grid,” Journal of Theoretical and Applied Information Technology, vol. 94, no. 2, pp. 408-415, Dec. 2016. (SCOPUS) |
| 2017 | Journal | Nawab Muhammad Faseeh Qureshi, Dong Ryeol Shin, Isma Farah Siddiqui, Bhawani Shankar Chowdhry, Storage-Tag-Aware Scheduler for Hadoop Cluster, IEEE Access, vol. 5, pp. 13742 – 13755, 2017 (SCIE- IF: 3.244) |
| 2017 | Journal | Asad Abbas, Isma Farah Siddiqui, Scott Uk-Jin Lee, and Ali Kashif Bashir, 2017, Binary Pattern for Nested Cardinality Constraints for Software Product Line of IoT-based Feature Models, IEEE Access, vol. 5, pp. 3971-3980. (SCIE- IF: 3.244) |
| 2018 | Journal | Abbas, Asad, Isma Farah Siddiqui, Scott Uk–Jin Lee, Ali Kashif Bashir, Waleed Ejaz, and Nawab Muhammad Faseeh Qureshi. "Multi-Objective Optimum Solutions for IoT-Based Feature Models of Software Product Line." IEEE Access, vol. 6, pp. 12228-12239, 2018 (SCIE-IF:3.244) |
| 2017 | Journal | Nawab Muhammad Faseeh Qureshi, Dong Ryeol Shin, Isma Farah Siddiqui, Asad Abbas, 2017, HSLA: Heterogeneous storage-tier log analyzer over Hadoop, Journal of Theoretical and Applied Information Technology, vol. 95, no. 10, pp. 2290-2296.(SCOPUS) |
| 2017 | Journal | Nawab Muhammad Faseeh Qureshi, Dong Ryeol Shin, Isma Farah Siddiqui, Asad Abbas, 2017, Predictive Analysis of Locality-aware storage-tier data blocks over Hadoop, Journal of Theoretical and Applied Information Technology, vol. 95, no. 12, pp. 2658-2665. (SCOPUS) |
| 2017 | Journal | Asad Abbas, Isma Farah Siddiqui And Scott Uk-Jin Lee. “Contextual variability management of IoT application with xml-based feature modelling,” Journal of Theoretical and Applied Information Technology, vol. 95, no. 6, pp. 1300-1308, Mar. 2017.(SCOPUS) |
| 2016 | Journal | Isma Farah Siddiqui, Asad Abbas, Abdul Rahim Mohamed Ariffin and Scott Uk-Jin Lee, “A Comparative Study of Multithreading APIs for Software of ICT Equipment,” Indian Journal of Science and Technology, vol. 9, no. 48, pp. 1-5, Dec. 2016. (SCOPUS) |
| 2016 | Journal | Asad Abbas, Isma Farah Siddiqui and Scott Uk-Jin Lee, “Goal-based modeling for requirement traceability of software product line,” Journal of Theoretical and Applied Information Technology, vol. 94, no. 2, pp. 327-334, Dec. 2016.(SCOPUS) |
| 2016 | Journal | Asad Abbas, Isma Farah Siddiqui and Scott Uk-Jin Lee, “Multi-Objective Optimization of Feature Model in Software Product Line: Perspectives and Challenges,” Indian Journal of Science and Technology, vol. 9, no. 45, pp. 1-7, Dec. 2016. (SCOPUS) |
| 2016 | Journal | Abdul Rahim Mohamed Ariffin, Isma Farah Siddiqui and Scott Uk-Jin Lee, “An Empirical Study over Correctness Properties for Multithreaded Programs,” Indian Journal of Science and Technology, vol. 9, pp. 1-8, May 2016. (SCOPUS) |
| 2016 | Journal | Asad Abbas, Zhiqiang Wu, Isma Farah Siddiqui and Scott Uk-Jin Lee, “An Approach for Optimized Feature Selection in Software Product Lines using Union-Find and Genetic Algorithms,” Indian Journal of Science and Technology, vol. 9, pp. 1-9, May 2016. (SCOPUS) |
| 2016 | Journal | Isma Farah Siddiqui and Scott Uk-Jin Lee, “Access Control as a Service for Information Protection in Semantic Web based Smart Environment,” KSII-Journal of Internet Computing and Services(JICS), vol. 17, no. 5, pp. 9-16, Oct. 2016. |
| 2014 | Book | Isma Farah Siddiqui, Nawab Muhammad Faseeh Qureshi, Scott Uk-Jin Lee, Mukhtiar Ali Unar. “An advanced hyper-efficient design to detect random peer-to-peer botnets.” Communications in Computer and Information Science, Vol 414, pp. 251-258, 2014. (Springer CCIS Series-Book Chapter- SCOPUS) |
| 2018 | Conference | Nawab Muhammad Faseeh Qureshi, Dong Ryeol Shin, Choon Sung Nam, Isma Farah Siddiqui, Asad Abbas, Scott Uk-Jin Lee, Muhammad Aslam Uqaili, Ali Kashif Bashir and Qasim Ali Arain “Stream-based authentication mechanism for multi-homing big data networks in the wireless environment,” In Proc. 3nd Global Conference on Wireless and optical Communications, Malaga, Spain, October 2018. |
| 2017 | Conference | Mohsin Javaid Siddiqui, Isma Farah Siddiqui, Asad Abbas and Scott Uk-Jin Lee, “Comparative Analysis of GUI Development for Android application by utilizing MDA Approach,” In Proc. International Workshop on Convergence Information Technology, Busan, South Korea, December 2017. |
| 2017 | Conference | Nawab Muhammad Faseeh Qureshi, Isma Farah Siddiqui, Mukhtiar Ali Unar, Muhammad Aslam Uqaili, Choon Sung Nam, Dong Ryeol Shin, Jaehyoun Kim, Kashif Bashir, Asad Abbas “An Aggregate MapReduce processing using Hadoop for wireless IoT edge nodes in smart grid,” In Proc. 2nd Global Conference on Wireless and optical Communications, Malaga, Spain, September 2017. |
| 2017 | Conference | Isma Farah Siddiqui, Nawab Muhammad Faseeh Qureshi, Muhammad Akram Shaikh, Bhawani Shankar Chowdhry, Asad Abbas and Scott Uk-Jin Lee, “Knowledge-based stuck-at fault analysis for wireless IoT smart meters in smart grid,” In Proc. 2nd Global Conference on Wireless and optical Communications, Malaga, Spain, September 2017. |
| 2017 | Conference | Asad Abbas, Zhiqiang Wu, Mohsin Javid Siddiqui, Isma Farah Siddiqui and Scott Uk-Jin Lee, “Contextual Variability Management of Multi-Software Product Line,” In Proc. International Conference on Computing Convergence and Applications, Saipan, USA, August 2017. |
| 2017 | Conference | Asad Abbas, Hyung-Lak Kim, Isma Farah Siddiqui, Ali Kashif Bashir and Scott Uk-Jin Lee, “Contextual Variability Management of IoT Applications Using Agent-Base Modeling with Software Product Line,” In Proc. International Conference on Computing Convergence and Applications, Saipan, USA, August 2017. |
| 2016 | Conference | Asad Abbas, Isma Farah Siddiqui and Scott Uk-Jin Lee, “XML-based Feature Modeling of IoT Applications,” In Proc. International Conference on Computing Convergence and Applications (ICCCA), Busan, South Korea, December 2016. |
| 2016 | Conference | Isma Farah Siddiqui, Asad Abbas and Scott Uk-Jin Lee, “HBAC: An access control over Semantics-enabled Smart Grids to enable energy-efficiency and lifetime optimization,” In Proc. 2nd International Conference on Information and Convergence Technology for Smart Society, Ho Chi Minh, Vietnam, January 2016. |
| 2016 | Conference | Asad Abbas, Zhiqiang Wu, Isma Farah Siddiqui and Scott Uk-Jin Lee, “Optimized feature selection with crosscutting concerns in software product line feature model,” In Proc. 2nd International Conference on Information and Convergence Technology for Smart Society, Ho Chi Minh, Vietnam, January 2016. |
| 2015 | Conference | Isma Farah Siddiqui and Scott Uk-Jin Lee, “Privacy-Aware Smart Learning: Providing XACML as a Service in Semantic Web based Smart Environment,” In Proc. 7th International Conference on Internet Symp., Kuala Lampur, Malaysia, December 2015. |
| 2015 | Conference | Abdul Rahim Mohamed Ariffin, Isma Farah Siddiqui, Gayeon Kim and Scott Uk-Jin Lee, “A Survey on Correctness Properties for Multithreaded Applications,” In Proc. 2nd International Conference on Information and Convergence Technology for Smart Society, Kuala Lampur, Malaysia, July 2015. |
| 2015 | Conference | Isma Farah Siddiqui and Scott Uk-Jin Lee, “A Novel Approach for Integrating Semantic Web Techniques into Smart Education Environment,” In Proc. 1st International Conference on Information and Convergence Technology for Smart Society, Bangkok, Thailand, January 2015. [Best Paper Award] |
| 2013 | Conference | Isma Farah Siddiqui, Nawab Muhammad Faseeh, Scott Uk-Jin Lee and Mukhtiar Ali Unar, “An Advanced Hyper-Efficient Design to Detect Random Peer-to-Peer Botnets,” In Proc. 3rd International Multi-Topic Conference, Hyderabad, Pakistan, December 2013. |
| 2017 | Conference | Isma Farah Siddiqui, Asad Abbas and Scott Uk-Jin Lee, “Comparative Analysis of Centralized Vs. Distributed Locality-based Repository over IoT-Enabled Big Data in Smart Grid Environment,” In Proc. ????????? ??????, Jeonju, January 2017. [Best Paper Award] |
| 2017 | Conference | Asad Abbas, Isma Farah Siddiqui and Scott Uk-Jin Lee, “Feature Modeling with Multi-Software Product Line of IoT Protocols,” In Proc. ????????? ??????, Jeonju, January 2017. [Best Paper Award] |
| 2015 | Conference | Asad Abbas, Isma Farah Siddiqui, Gayeon Kim and Scott Uk-Jin Lee, “Aspect-Oriented Programing based Process Synchronization in Concurrent Systems,” In Proc. 18th Korea Computer Congress, Phoenix Park, December 2015. |
| 2015 | Conference | Asad Abbas, Isma Farah Siddiqui and Scott Uk-Jin Lee, “XML-based Feature Modeling for Variability Management in Complex Software Product Line,” In Proc. 17th Korea Computer Congress, Jeju, June 2015. |
| 2014 | Conference | Isma Farah Siddiqui and Scott Uk-Jin Lee, “A Framework for Verifying Consistency of SQL-DB Ontology using Alloy,” In Proc. 16th Korea Computer Congress, Busan, August 2014. |
| 2018 | Conference | Nawab Muhammad Faseeh Qureshi, Ali Kashif Bashir, Isma Farah Siddiqui, Asad Abbas,Keehyun Choiand Dong Ryeol Shin“A knowledge-based path optimization technique forcognitive nodes in smart grid,” In Proc. 37thGlobal Communications Conference, Abu Dhabi. |
| 2019 | Conference | Nawab Muhammad Faseeh Qureshi, Isma Farah Siddiqui, Asad Abbas, Ali Kashif Bashir, Keehyun Choi, Jaehyoun Kimand Dong Ryeol Shin, “Dynamic Container-based Resource Management Framework of Spark Ecosystem”, In 21stIEEE International Conference on Advanced Communications Technology, PyeongChang,Korea |
| 2019 | Journal | I. Memon, H. Fazal, R. Shaikh, G. Muhammad, Q. Arain, and T. Khatri. (November 2019). Big data, Cloud and 5G networks create smart and intelligent world: A survey. In University of Sindh Journal of Information and Communication Technology , vol. 3(4), pp. 185 - 192, ISSN-E: 2723-1235, ISSN-P:2521-5582 |
| 2020 | Conference | E. S. Bhutto, I. F. Siddiqui, Q. A. Arain and M. Anwar, "Predicting Students - Academic Performance Through Supervised Machine Learning" In 2020 International Conference on Information Science and Communication Technology (ICISCT), KARACHI, Pakistan, 2020, pp. 1-6, doi: 10.1109/ICISCT49550.2020.9080033. |
| 2020 | Conference | Sana Fatima, Isma Farah Siddiqui, Qasim Ali, “Predicting Students' Academic Performance Through Supervised Machine Learning”, The 2nd International Conference on Information Science and Communication Technology ICISCT20. |
| 2020 | Conference | Uroosa Sheikh, Isma Farah Siddiqui, Qasim Ali, Sorath Buriro, Nasreen Babar, “NLP BASED SERVICE RECOMMENDATION SYSTEM”, 11th International Conference on Internet. |
| 2021 | Journal | Qureshi, N. M. F., Siddiqui, I. F., Abbas, A., Bashir, A. K., Nam, C. S., Chowdhry, B. S., & Uqaili, M. A. (2021). Stream-based authentication strategy using IoT sensor data in multi-homing sub-aqueous big data network. Wireless Personal Communications, 116(2), 1217-1229. |
| 2020 | Journal | Panhwar, Muhammad & Mirani, Aftab & Siddiqui, Isma & Deng, Zhong & Liang, & Muhammad, Syed & Syed, Muhammad Shehram Shah & Panhwar, Ghazala. (2020). Multilayered Authentication Framework: Enabling Secure Sensor Accessibility in Web of Things. Journal of Advanced Research in Dynamical and Control Systems. 12. 2020. |
| 2020 | Journal | Koo, J., Qureshi, N. M. F., Siddiqui, I. F., Abbas, A., & Bashir, A. K. (2020). IoT-enabled directed acyclic graph in spark cluster. Journal of Cloud Computing, 9(1), 1-15. |
| 2021 | Journal | Sathio, S. A., Siddiqui, I. F., & Arain, Q. A. (2021). A Secure Software Specification Development Strategy for Enterprises: A Case Study Approach. |
| 2021 | Journal | Kamangar, Z. U., Siddiqui, I. F., Arain, Q. A., Kamangar, U. A., & Qureshi, N. M. F. (2021). Personality Characteristic-based Enhanced Software Testing Levels for Crowd Outsourcing Environment. KSII Transactions on Internet and Information Systems (TIIS), 15(8), 2974-2992. |
| 2021 | Conference | Maheen Mastoi, Dr Isma Farah, Mariam Memon. Context-Aware System To Locate Objects Using Google Awareness API. In the 12th International Conference on Internet (ICONI 2020), . Jeju, South Korea. 13-16 December 2021. |
| 2021 | Conference | Dr Isma Farah, Dr Qasim Ali. Comparative Analysis for Predicting Non-Functional Requirements using Supervised Machine Learning. In 2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA). Prince Sultan University, Saudi Arabia. 6-7 April 2021. |