Dr. Shally Gupta

Profile

I am currently serving as an Assistant Professor in the Department of Information Technology at Delhi Technological University (DTU), Delhi. I hold a Ph.D. in Computer Science from Guru Gobind Singh Indraprastha University (GGSIPU), Delhi, where my research focused on Fog Computing and Internet of Things (IoT). I also hold an M.Tech. in Information Security and B.Tech. in Computer Science and Engineering. I am a GATE (2018) and UGC-NET (2017) qualified professional.

 Throughout my academic and research career, I have demonstrated a strong commitment to excellence. I have published several papers in reputed SCIE-indexed journals and have presented
my work at prominent IEEE and international conferences. My contributions include advancements in intelligent resource management in dynamic Fog-IoT environments using Deep Reinforcement Learning.

 Beyond research, I have been actively involved in academic leadership initiatives such as coordinating the Research and Development Cell and organizing faculty development programs. I am also an active member of the IEEE Society on Social Implications of Technology (SSIT), contributing to efforts aimed at promoting universal technology accessibility. I specialize in teaching Theory of Computation, Reinforcement LEarning, Machine Learning, Compiler Design, and aim to integrate research-driven approaches into my teaching practices to inspire and nurture future technology leaders.

I have technical proficiency in Python, C++, Java, SQL, and various simulation and development tools like iFogSim, NetBeans, and Eclipse IDE.

 

 

Theory of Computation

Compiler Design

Principles of Computing

Reinforcement Learning

Operating systems 

Research Interests:

• Fog Computing and Edge Computing
• Internet of Things (IoT)
• Deep Reinforcement Learning
• Resource Management and Load Balancing in Distributed Systems
• Cloud and Cybersecurity
•  Semantic Web Technologies

Publications:

• Shally Gupta, Nanhay Singh, “Toward intelligent resource management in dynamic Fog Computing-based Internet of Things environment with Deep Reinforcement Learning: A survey,” International Journal of Communication Systems, 36(4) (2023)[SCIE].
• Shally Gupta, Nanhay Singh, “Fog-GMFA-DRL: Enhanced deep reinforcement learning with hybrid grey wolf and modified moth flame optimization to enhance the load balancing in the Fog-IoT environment,” Advances in Engineering Software, 174: 103295 (2022)[SCIE].
• R. Marimuthu, S. Gupta, L. Stapleton, D. Duncan, B. Pasik-Duncan, “Challenging the Digital Divide: Factors Affecting the Availability, Adoption, and Acceptance of Future Technology in Elderly User Communities,” Computer, Vol. 55, No. 7, pp. 56-66, July 2022. [SCIE]
• Bharti Nagpal, Rashmi Chaudhary, and Shally Garg, "Comparative Analysis of Data Recovery Tools," International Journal of Enhanced Research in Science, Technology & Engineering, ISSN: 2319-7463, Vol. 4 Issue 12, December-2015
• Tanvi Hasija, Nirbhay Sibal, and Shally Gupta. "Secure Transmission of Data by Elliptic Curve Cryptography." International Journal of Engineering Research & Technology (IJERT), vol. 5, no. 10, Special Issue, 2017. ISSN: 2278-0181.
• Mrityunjay Sharma, Utsav Chauhan, Shally Gupta, “Novel Approach for Email Forensics”, International Journal of Engineering Research & Technology (IJERT), vol. 5, no. 10, Special Issue, 2017. ISSN: 2278-0181.

International Conferences:

• Shally Gupta, Nanhay Singh, “Heuristics and Meta-Heuristics based Algorithms for Resource Optimization in Fog Computing Environment: A Comparative Study,” International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, 2023.
• Shally Gupta, Nanhay Singh, “Resource Management with Load Balancing Strategies in Fog-IoT Computing Environment: Trends, Challenges, and Future Directions,” International Conference on Artificial Intelligence and Smart Communication (AISC-2023), 27-29 January 2023.
• Shally Gupta, Nanhay Singh, Ramneek Kalra, “Fogmeter: Smart Metering Solution based on Fog Computing,” IEEE International Conference on Computing, Power and Communication Technologies (GUCON), 2020.
• Shally Garg, Suresh Kumar, "Comparative Analysis of Trust Establishment on Web Through Semantic and Non-Semantic Models," IEEE Conference, INDIACom-2016.
• Shally Garg, Suresh Kumar, "JOSN: Question Answering System based on Semantic Web and Natural Language Processing," IEEE Conference, IICIP-2016.

Certifications:

• Certification of Completion, Docker for the Absolute Beginner – Hands-On.
• Certification of Completion, Kubernetes for the Absolute Beginners – Hands-On.