Dr. Ashish Avasthi

@https:\poornima.edu.in

Professor, Department of Computer Engineering
Poornima University

Dr. Ashish Avasthi


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https://researchid.co/ashishavasthipoornimaeduin

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Artificial Intelligence, Information Systems, Computer Science
25

Scopus Publications

19

Scholar Citations

3

Scholar h-index

Scopus Publications

  • Software Automated Model Lifecycle Management
    Gaurav Mishra, Udit Mamodiya, Ashish Avasthi
    Conference Proceedings 1st International Conference on Advancing Sustainable Solutions Through Technologies Icasst 2026, 2026
    The increasing integration of artificial intelligence into enterprise and industrial environments has heightened the operational complexity of maintaining machine learning (ML) models in production. Automated Model Lifecycle Management (AMLM) provides a unified and systematic approach to standardizing model operations across all lifecycle phases—ranging from data versioning and experimentation to deployment, continuous monitoring, and governance. Traditional manual workflows often introduce versioning conflicts, reproducibility issues, and delayed responses to model degradation. AMLM mitigates these challenges through a fully automated and auditable pipeline that combines continuous integration and deployment (CI/CD), experiment tracking, model packaging, automated drift detection, and governed model updates within a single framework.The proposed AMLM architecture integrates open-source ecosystems such as MLflow for model registry and TFX/Kubeflow-inspired pipelines for orchestrating production workflows. Central to the system is a modular policy engine that governs promotion, rollback, and retraining decisions while ensuring adherence to fairness, performance, and privacy constraints. A reproducible evaluation setup and a benchmark experiment under synthetic data drift scenarios demonstrate measurable improvements in operational resilience, deployment latency, and recovery efficiency.Beyond technical automation, AMLM fosters transparency, accountability, and compliance by embedding governance checkpoints and privacy-preserving mechanisms throughout the workflow. The framework serves as a practical blueprint for organizations aiming to reduce time-to-production, minimize failure risks, and enhance the reliability of AI-enabled operations.
  • Convergence of Cloud Computing and Distributed Systems: Evolution, Challenges, and Future Directions
    Mahesh Ashok Mahant, Ashish Avasthi, M. N. Babitha, N. Nasiya Niwaz Banu, R. Lavanya
    Lecture Notes in Networks and Systems, 2026
  • IoT-Driven Innovations in Food Processing for Sustainable Industry 4.0 Development
    Ashish Avasthi, Ranu Burad, Prerna Srivastava, Vijay Singh, Suresh Kadwa, Udit Mamodiya
    Conference Proceedings 1st International Conference on Advancing Sustainable Solutions Through Technologies Icasst 2026, 2026
    The Internet of Things (IoT) is fundamentally transforming the food processing industry by enabling real-time monitoring, enhanced traceability, and automation across complex supply chains. As food safety and quality demand continuous improvement amid rising consumer awareness and regulatory pressures, IoT facilitates data-driven decision-making from farm to fork. This paper explores the integration of IoT technologies within food processing systems and their synergy with Industry 4.0 principles, encompassing cyber-physical systems, connectivity, and automation. Key applications include environmental monitoring, predictive maintenance, smart packaging, and supply chain transparency. We discuss how IoT drives efficiency gains, reduces waste, and supports sustainability goals. Furthermore, this study addresses challenges including data security, privacy concerns, and implementation barriers. Experimental examples of sensor deployment and analytical models for process optimization are presented. By advancing IoT adoption within Industry 4.0 frameworks, the food processing sector can enhance safety standards, operational resilience, and consumer trust, ensuring sustainable and innovative food production for future demands.
  • Psychological Dimensions of Social Engineering in Cybercrime
    Sonu Sharma, Ashish Avasthi, Sumit Kumar Kapoor, Bright Keswani, Sangita Gupta, Nikhil Kumar Goyal
    Cyber Forensic Frameworks for User Centric Human Threat Intelligence Analysis, 2026
    This chapter reflects on social engineering as an important aspect of cybercrime, based on the psychology principles that make it possible to manipulate and deceive the individual in digital realities. It explains cognitive and emotional loopholes that attackers use, i.e. trust, fear, authority and curiosity, and discusses some commonly-used attack vectors, i.e. phishing, pretexting and impersonation. The discussion points out both the personal and corporate other results, that vary between financial loss and psychological trauma and loss of reputation. The idea is that there is a synergy between human psychology and technological systems that cybercriminals are able to adjust their tactics to the changing systems. The chapter also discusses defense measures, involving awareness training, psychological resilience and technical measures, as well as legal and ethical issues.
  • Impact of Climate-Responsive Mechanical Ventilation Systems on Energy Consumption and Indoor Environmental Quality in Smart Buildings
    Bright Keswani, Sangita Gupta, Ashish Avasthi, Ambarish G. Mohapatra, Hayder Mhohamd Abbas, Subrat Kumar Mohanty
    Lecture Notes in Networks and Systems, 2026
  • Thermo-Mechanical Optimization of Energy Storage Materials for Smart Grid and Environmental Applications
    Bright Keswani, Sangita Gupta, Ashish Avasthi, Ranu Burad, Ambarish G. Mohapatra, Mohammed Al-Farouni
    Lecture Notes in Networks and Systems, 2026
  • Securing the Imagination: Security and Privacy Challenges in Generative AI Systems
    Nikhil Kumar Goyal, Kapil Gulati, Ashish Avasthi, Sumit Kumar Kapoor, Bright Keswani, Sangita Gupta
    Generative AI Powered Data Architectures from Governance to Autonomous Analytics, 2025
    Generative Artificial Intelligence (AI) has rapidly become a mainstream technology capable of autonomously producing realistic and diverse media content, including text, images, video, music, and code. As models like GPT, DALL·E, and Stable Diffusion transform industries such as entertainment, marketing, education, and software development, they also introduce a complex landscape of security and privacy risks. This chapter, per the authors, explores critical vulnerabilities such as prompt injection, adversarial attacks, data poisoning, and model inversion, which can lead to unethical outputs and exposure of sensitive training data. It further examines threats arising from large-scale data scraping, copyright violations, and lack of user consent, while also addressing ethical issues tied to misinformation, deepfakes, and surveillance. The chapter reviews technical safeguards including differential privacy, federated learning, watermarking, adversarial training, and secure deployment methods like sandboxing and real-time monitoring.
  • Integrating Visual Intelligence With Federated Learning and IoT in Healthcare
    G. K. Shwetha, Ashish Avasthi, Manish Kumar, Saurabh Chandra, B. S. Hari
    Combining Visual Intelligence and Federated Learning in Smart Healthcare, 2025
    This chapter discusses how visual intelligence can be integrated with federated learning and IoT technologies in the healthcare segment. Health care continues to rely on advanced data analytics more and more, making visual intelligence a key player in interpreting complex medical images and data. Federated learning then strengthens this by facilitating collaborative model training across decentralized devices while preserving patient privacy and data security. This enables the use of a combination of data from various sources without compromising confidential information. Multiple applications are discussed, including remote patient monitoring and diagnostic imaging, which highlight exactly how the use of these technologies can improve patient outcomes, make treatment more personalized, and streamline health care flow management. This integration leverages the strengths of visual intelligence, federated learning, and IoT to address pertinent challenges in today's healthcare environment.
  • Implementation of neuro-pharmaceutical innovation in eco-friendly drug manufacturing
    Shwetha G. K., Rajesh Vyankatesh Argiddi, Ashish Avasthi, Lovely Jacob A., Reshma S., Ravy Kannan
    Applications of Artificial Intelligence in Pharmaceuticals, 2025
    This chapter discovers the conversion of neuro-pharmaceutical innovation and eco-friendly drug manufacturing, which emphasizes sustainable therapeutic development. It examines emerging trends in neuroscience-based drug detection, including precision-oriented treatment, AI-enabled diagnostics and nanotechnology-based delivery systems. At the same time, it highlights green chemistry methods such as biodegradable solvents, renewable raw materials and the use of low-emitting synthesis routes. By integrating environmental liability with cutting edge neuro-pharmaceutical research, this chapter reflects the importance of sustainable models in addressing both neurological disorders and global ecological challenges. This holistic approach is intended to promote future-prepared, morally aligned and environmentally therapeutic solutions in a developed pharmaceutical landscape.
  • Advanced digital ticketing and payment solutions in smart transportation systems
    Ashish Avasthi, Devendra Kumar Somwanshi, Udit Mamodiya, Preeti Sehgal Chawla, Ashima Saxena, M. Saravanakumar
    Urban Mobility and Challenges of Intelligent Transportation Systems, 2025
    This chapter discusses the recent development status of digital tickets and payments. In recent years, different kinds of technologies like mobile applications, smart cards and blockchain have come to the forefront and revolutionized how fare collection and payment is conducted, making it faster, more efficient and contactless — as the necessity of such systems arose amid large scale and high-frequency customer bases. These types of systems are a leap forward with respect to convenience, user experience, operational efficiency and security, as they remove delays and missed opportunity. Crawford also examines how everything from data analytics to cloud computing could help refine pricing models and fare structures. It also mentions the hurdles in deployment of these models such as costs, risks to data privacy and both the potential for and need for collaboration, but also states very clearly that the potential upside of increasing social and environmental troughs is massive if successful.
  • Driving sustainable business growth through digital transformation initiatives
    Ashish Avasthi, Saurabh Chandra, Mahesh Ashok Mahant, T. P. Saravanan, A. Mahalakshmi
    Impact of Digital Transformation on Business Growth and Performance, 2025
  • Synergizing Secure Computer Systems and Autonomous Robotics: Architectures, Challenges, and Innovations for Next-Generation Cyber-Physical Environments
    Udit Mamodiya, Ashish Avasthi, Budesh Kanwer, Rekha Jain
    Proceedings of International Conference on Digital Innovations for Sustainable Solutions Icdiss 2025, 2025
  • Artificial intelligence and edge-IoT security in a Smart city Infrequent
    Rekha Jain, Udit Mamodiya, Firdos Sheikh, Ashish Avasthi, Budesh Kanwer
    Proceedings of 2025 8th International Conference on Emerging Technologies in Computer Engineering Advances in Computing Healthcare and Smart Systems Icetce 2025, 2025
  • Designing Resilient Integrated Systems Engineering Architectures for Robust Cybersecurity Against Emerging Threats
    Ashish Avasthi, S.Suma Christal Mary, Ajmeera Kiran, Bvn Prasad Paruchuri, Jyothi Preshiya, Dhaaraani R
    2025 IEEE 2nd International Conference on Green Industrial Electronics and Sustainable Technologies Giest 2025, 2025
  • Verilog-Driven Simulation and RTL Architecture of the SPECK Cipher for High-Performance Cryptography in VLSI Systems
    Mohankumar Venugopal, C. Padmaja, Ashish Avasthi, Somu Chinnusamy, Baishakhi Dutta, Manjunath T. C.
    2025 9th International Conference on Computational System and Information Technology for Sustainable Solutions Csitss 2025, 2025
  • Developing Privacy-Preserving Mechanisms for Secure Data Exchange in Decentralized Supply Chain Management Platforms
    Charu Bisaria, Ali Almoshawah, Ashish Avasthi, T. Satish, Sajiv G, Sankari V
    2025 IEEE 2nd International Conference on Green Industrial Electronics and Sustainable Technologies Giest 2025, 2025
  • Exploring Emotion Psychology in AI: Common Perspectives and Their Application in Research and Development to Enhance Empathetic Responses in Artificial Intelligence Systems
    Abhishek Sharma, Ashish Avasthi, Vijaya Lakshmi Vangipuram, Pavithra G., Shashidhar V., T.C. Manjunath
    2025 7th International Conference on Information Systems and Computer Networks Iscon 2025, 2025
  • Design and Development of a Reinforcement Learning Approach for Robot Navigation in 2D Even-Terrain Environments
    Ashish Avasthi, Somnath H. Kadhane, K. Avinash Babu, Lavanya R., Saurabh Chandra, Manjunath T.C.
    2025 5th International Conference on Emerging Research in Electronics Computer Science and Technology Icerect 2025, 2025
  • Quantum-Inspired Algorithms for Scalable Optimization in Big Data Analytics
    Muthukumar Subramanian, Abrar Ahmed Syed, Ashish Avasthi, Sudhanshu Kumar Jha, Subarno Bhattacharyya, Parul Goyal
    Proceedings of the 2025 3rd International Conference on Advances in Computation Communication and Information Technology Icaiccit 2025, 2025
  • Verilog-Enabled Simulation and RTL Synthesis of SPECK Algorithm for Robust and High-Speed Cryptographic Operations in VLSI
    Pravin A. Dwaramwar, Ashish Avasthi, Somu Chinnusamy, Prasanna Kumar Sistla, Chitranjan Dwivedi, T.C. Manjunath
    3rd International Conference on Power Electronics and Energy Icpee 2025, 2025
  • Generative AI for Automated Creative Writing Assistance: A Computational Approach to English Narrative Structuring
    Surekha Rohidas Patil, Ashish Avasthi, Y Padma, M.G. Abinaya, Shashank G, Sreela B
    2025 IEEE 4th International Conference for Advancement in Technology Iconat 2025, 2025
  • Current Trends and Future Prospects of Generative AI-Driven IoT
    B. Neeraja, Ashish Avasthi, Saurabh Chandra, Somarouthu V. G. V. A. Prasad, Rajesh Khobragade, Monica Bhutani
    Lecture Notes in Networks and Systems, 2025
  • Developing Secure IoT Communication Protocols to Ensure Sustainable Data Exchange in Industry 4.0 Networks
    Ashish Avasthi, Rahul Pradhan, V. Selvi, Nilesh Bhosale, G Sajiv, P. Nagaraj
    2025 IEEE 2nd International Conference on Green Industrial Electronics and Sustainable Technologies Giest 2025, 2025
  • The concept of implementation of Smart City in the perspective of India using Internet of Things
    Ashish Avasthi, Gaurav Mishra, Taiba Hasan
    Proceedings of the 3rd International Conference on Electronics and Communication and Aerospace Technology Iceca 2019, 2019
  • A New Framework for the Agile Software Development Method
    Ashish Avasthi, Gaurav Mishra
    Proceedings of the 2nd International Conference on Electronics Communication and Aerospace Technology Iceca 2018, 2018

RECENT SCHOLAR PUBLICATIONS

  • Software Automated Model Lifecycle Management
    G Mishra, U Mamodiya, A Avasthi
    2026 1st International Conference on Advancing Sustainable Solutions through … , 2026
    2026
  • IoT-Driven Innovations in Food Processing for Sustainable Industry 4.0 Development
    A Avasthi, R Burad, P Srivastava, V Singh, S Kadwa, U Mamodiya
    2026 1st International Conference on Advancing Sustainable Solutions through … , 2026
    2026
  • Deep Learning and Neural Networks in Cybersecurity
    A Avasthi, NL Jogi, SN Devi, DJS Naidu, T Balachander, RK Kadu, ...
    AI-Driven Intrusion Detection and Prevention for Business Cybersecurity, 33-62 , 2026
    2026
  • Psychological Dimensions of Social Engineering in Cybercrime
    S Sharma, A Avasthi, SK Kapoor, B Keswani, S Gupta, NK Goyal
    Cyber Forensic Frameworks for User-Centric Human Threat Intelligence … , 2026
    2026
  • Securing the Imagination: Security and Privacy Challenges in Generative AI Systems
    NK Goyal, K Gulati, A Avasthi, SK Kapoor, B Keswani, S Gupta
    Generative AI-Powered Data Architectures: From Governance to Autonomous … , 2026
    2026
    Citations: 6
  • Implementation of Neuro-Pharmaceutical Innovation in Eco-Friendly Drug Manufacturing
    GK Shwetha, RV Argiddi, A Avasthi, S Reshma, R Kannan
    Applications of Artificial Intelligence in Pharmaceuticals, 97-124 , 2026
    2026
  • Integrating Visual Intelligence With Federated Learning and IoT in Healthcare
    GK Shwetha, A Avasthi, M Kumar, S Chandra, BS Hari
    Combining Visual Intelligence and Federated Learning in Smart Healthcare … , 2026
    2026
  • Verilog-Enabled Simulation and RTL Synthesis of SPECK Algorithm for Robust and High-Speed Cryptographic Operations in VLSI
    PA Dwaramwar, A Avasthi, S Chinnusamy, PK Sistla, C Dwivedi, ...
    2025 International Conference on Power Electronics and Energy (ICPEE), 1-6 , 2025
    2025
  • Artificial Intelligence and Edge-IoT Security in a Smart City Infrequent
    R Jain, U Mamodiya, F Sheikh, A Avasthi, B Kanwer
    2025 8th International Conference on Emerging Technologies in Computer … , 2025
    2025
  • Verilog-Driven Simulation and RTL Architecture of the SPECK Cipher for High-Performance Cryptography in VLSI Systems
    M Venugopal, C Padmaja, A Avasthi, S Chinnusamy, B Dutta, M TC
    2025 9th International Conference on Computational System and Information … , 2025
    2025
  • Synergizing Secure Computer Systems and Autonomous Robotics: Architectures, Challenges, and Innovations for Next-Generation Cyber-Physical Environments
    U Mamodiya, A Avasthi, B Kanwer, R Jain
    2025 International Conference on Digital Innovations for Sustainable … , 2025
    2025
  • Developing Privacy-Preserving Mechanisms for Secure Data Exchange in Decentralized Supply Chain Management Platforms
    C Bisaria, A Almoshawah, A Avasthi, T Satish
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Developing Secure IoT Communication Protocols to Ensure Sustainable Data Exchange in Industry 4.0 Networks
    A Avasthi, R Pradhan, V Selvi, N Bhosale, G Sajiv, P Nagaraj
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Designing Resilient Integrated Systems Engineering Architectures for Robust Cybersecurity Against Emerging Threats
    A Avasthi, SSC Mary, A Kiran, BP Paruchuri, J Preshiya
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Convergence of Cloud Computing and Distributed Systems: Evolution, Challenges, and Future Directions
    MA Mahant, A Avasthi, MN Babitha, N Nasiya Niwaz Banu, R Lavanya
    International Conference on Artificial Intelligence and Networking, 90-102 , 2025
    2025
  • Current Trends and Future Prospects
    B Neeraja, A Avasthi, S Chandra
    Innovative Computing and Communications: Proceedings of ICICC 2025, Volume 3 … , 2025
    2025
  • Generative AI for Automated Creative Writing Assistance: A Computational Approach to English Narrative Structuring
    SR Patil, A Avasthi, Y Padma, MG Abinaya
    2025 IEEE 4th International Conference for Advancement in Technology (ICONAT … , 2025
    2025
  • Design and Development of a Reinforcement Learning Approach for Robot Navigation in 2D Even-Terrain Environments
    A Avasthi, SH Kadhane, KA Babu, S Chandra, M TC
    2025 5th International Conference on Emerging Research in Electronics … , 2025
    2025
  • Impact of Climate-Responsive Mechanical Ventilation Systems on Energy Consumption and Indoor Environmental Quality in Smart Buildings
    B Keswani, S Gupta, A Avasthi, AG Mohapatra, HM Abbas, SK Mohanty
    International Conference on Computing and Communication Networks, 295-312 , 2025
    2025
  • Thermo-Mechanical Optimization of Energy Storage Materials for Smart Grid and Environmental Applications
    B Keswani, S Gupta, A Avasthi, R Burad, AG Mohapatra, M Al-Farouni
    International Conference on Computing and Communication Networks, 180-195 , 2025
    2025

MOST CITED SCHOLAR PUBLICATIONS

  • Securing the Imagination: Security and Privacy Challenges in Generative AI Systems
    NK Goyal, K Gulati, A Avasthi, SK Kapoor, B Keswani, S Gupta
    Generative AI-Powered Data Architectures: From Governance to Autonomous … , 2026
    2026
    Citations: 6
  • A New Framework for the Agile Software Development Method
    A Avasthi, G Mishra
    2018 Second International Conference on Electronics, Communication and … , 2018
    2018
    Citations: 5
  • Advancing the cryptographic Hash-based message authentication code
    M Kumar, A Avasthi, G Mishra
    International Journal of Engineering and Technology 3 (3), 269 , 2011
    2011
    Citations: 5
  • Current Trends and Future Prospects of Generative AI-Driven IoT
    B Neeraja, A Avasthi, S Chandra, SV Prasad, R Khobragade, M Bhutani
    International Conference On Innovative Computing And Communication, 465-476 , 2025
    2025
    Citations: 1
  • Advanced Digital Ticketing and Payment Solutions in Smart Transportation Systems
    A Avasthi, DK Somwanshi, U Mamodiya, PS Chawla, A Saxena, ...
    Urban Mobility and Challenges of Intelligent Transportation Systems, 471-488 , 2025
    2025
    Citations: 1
  • New Approaches towards the Collision detection
    M Kumar, A Avasthi, KK Srivastava, V Bajpai
    International Journal of Computer Science Issues (IJCSI) 7 (4), 28 , 2010
    2010
    Citations: 1
  • Software Automated Model Lifecycle Management
    G Mishra, U Mamodiya, A Avasthi
    2026 1st International Conference on Advancing Sustainable Solutions through … , 2026
    2026
  • IoT-Driven Innovations in Food Processing for Sustainable Industry 4.0 Development
    A Avasthi, R Burad, P Srivastava, V Singh, S Kadwa, U Mamodiya
    2026 1st International Conference on Advancing Sustainable Solutions through … , 2026
    2026
  • Deep Learning and Neural Networks in Cybersecurity
    A Avasthi, NL Jogi, SN Devi, DJS Naidu, T Balachander, RK Kadu, ...
    AI-Driven Intrusion Detection and Prevention for Business Cybersecurity, 33-62 , 2026
    2026
  • Psychological Dimensions of Social Engineering in Cybercrime
    S Sharma, A Avasthi, SK Kapoor, B Keswani, S Gupta, NK Goyal
    Cyber Forensic Frameworks for User-Centric Human Threat Intelligence … , 2026
    2026
  • Implementation of Neuro-Pharmaceutical Innovation in Eco-Friendly Drug Manufacturing
    GK Shwetha, RV Argiddi, A Avasthi, S Reshma, R Kannan
    Applications of Artificial Intelligence in Pharmaceuticals, 97-124 , 2026
    2026
  • Integrating Visual Intelligence With Federated Learning and IoT in Healthcare
    GK Shwetha, A Avasthi, M Kumar, S Chandra, BS Hari
    Combining Visual Intelligence and Federated Learning in Smart Healthcare … , 2026
    2026
  • Verilog-Enabled Simulation and RTL Synthesis of SPECK Algorithm for Robust and High-Speed Cryptographic Operations in VLSI
    PA Dwaramwar, A Avasthi, S Chinnusamy, PK Sistla, C Dwivedi, ...
    2025 International Conference on Power Electronics and Energy (ICPEE), 1-6 , 2025
    2025
  • Artificial Intelligence and Edge-IoT Security in a Smart City Infrequent
    R Jain, U Mamodiya, F Sheikh, A Avasthi, B Kanwer
    2025 8th International Conference on Emerging Technologies in Computer … , 2025
    2025
  • Verilog-Driven Simulation and RTL Architecture of the SPECK Cipher for High-Performance Cryptography in VLSI Systems
    M Venugopal, C Padmaja, A Avasthi, S Chinnusamy, B Dutta, M TC
    2025 9th International Conference on Computational System and Information … , 2025
    2025
  • Synergizing Secure Computer Systems and Autonomous Robotics: Architectures, Challenges, and Innovations for Next-Generation Cyber-Physical Environments
    U Mamodiya, A Avasthi, B Kanwer, R Jain
    2025 International Conference on Digital Innovations for Sustainable … , 2025
    2025
  • Developing Privacy-Preserving Mechanisms for Secure Data Exchange in Decentralized Supply Chain Management Platforms
    C Bisaria, A Almoshawah, A Avasthi, T Satish
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Developing Secure IoT Communication Protocols to Ensure Sustainable Data Exchange in Industry 4.0 Networks
    A Avasthi, R Pradhan, V Selvi, N Bhosale, G Sajiv, P Nagaraj
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Designing Resilient Integrated Systems Engineering Architectures for Robust Cybersecurity Against Emerging Threats
    A Avasthi, SSC Mary, A Kiran, BP Paruchuri, J Preshiya
    2025 IEEE 2nd International Conference on Green Industrial Electronics and … , 2025
    2025
  • Convergence of Cloud Computing and Distributed Systems: Evolution, Challenges, and Future Directions
    MA Mahant, A Avasthi, MN Babitha, N Nasiya Niwaz Banu, R Lavanya
    International Conference on Artificial Intelligence and Networking, 90-102 , 2025
    2025