Get started
Author

Karthik Vaidhyanathan

Software Architecture for ML-based Systems: What Exists and What Lies Ahead
2021 · Henry Muccini, Karthik Vaidhyanathan · IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN) · 70
PDF
Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical Study
2024 · Rudra Dhar, Karthik Vaidhyanathan, et al. · IEEE International Conference on Software Architecture (ICSA) · 62
PDF
Quantitative Verification-Aided Machine Learning: A Tandem Approach for Architecting Self-Adaptive IoT Systems
2020 · Javier Camara, Henry Muccini, et al. · IEEE International Conference on Software Architecture (ICSA) · 45
Engineering LLM Powered Multi-Agent Framework for Autonomous CloudOps
2025 · Kannan Parthasarathy, Karthik Vaidhyanathan, et al. · IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN) · 25
PDF
Generative Ai for Software Architecture. Applications, Trends, Challenges, and Future Directions
2025 · Matteo Esposito, Xiaozhou Li, et al. · SSRN Electronic Journal · 25
Data-driven Adaptation in Microservice-based IoT Architectures
2020 · Martina De Sanctis, Henry Muccini, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 23
A Machine Learning-Driven Approach for Proactive Decision Making in Adaptive Architectures
2019 · Henry Muccini, Karthik Vaidhyanathan · IEEE International Conference on Software Architecture Companion (ICSA-C) · 21
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching
2023 · Shubham Kulkarni, Arya Marda, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 19
PDF
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
2024 · Arya Marda, Shubham Kulkarni, et al. · International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) · 15
PDF
EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices
2025 · Akhila Matathammal, Kriti Gupta, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 13
PDF
Leveraging Generative AI for Architecture Knowledge Management
2024 · Rudra Dhar, Karthik Vaidhyanathan, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 13
Reimagining Self-Adaptation in the Age of Large Language Models
2024 · Raghav Donakanti, Prakhar Jain, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 12
PDF
Toward Changing Users behavior with Emotion-based Adaptive Systems
2023 · Mina Alipour, Mahyar Tourchi Moghaddam, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 12
PDF
Emoticontrol: Emotions-based Control of User-Interfaces Adaptations
2023 · Mina Alipour, Mahyar T. Moghaddam, et al. · Proceedings of the ACM on Human-Computer Interaction · 12
PDF
Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT Systems
2020 · Henry Muccini, Karthik Vaidhyanathan · IEEE International Conference on Smart Computing · 12
Architecting Digital Twins for Intelligent Transportation Systems
2025 · Hiya Bhatt, Sahil, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 11
PDF
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
2025 · Luís Cruz, João Paulo Fernandes, et al. · ACM SIGSOFT Software Engineering Notes · 10
PDF
Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems
2026 · Sreemaee Akshathala, Bassam Adnan, et al. · International Workshop on Agentic Engineering · 9
Architecting Digital Twin for Smart City Systems: A Case Study
2024 · Likhith Kanigolla, Gaurav Pal, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 9
PDF
A User-driven Adaptation Approach for Microservice-based IoT Applications
2021 · Martina De Sanctis, Henry Muccini, et al. · International Conference on the Internet of Things (IoT) · 9
Leveraging LLMs for Dynamic IoT Systems Generation Through Mixed-Initiative Interaction
2025 · Bassam Adnan, Sathvika Miryala, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 8
PDF
Draft-Ing Architectural Design Decisions Using Llms
2025 · Rudra Dhar, Adyansh Kakran, et al. · SSRN Electronic Journal · 8
Engineering End-to-End Remote Labs Using IoT-Based Retrofitting
2024 · Savitha Viswanadh Kandala, Akshit Gureja, et al. · IEEE Access · 8
Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
2024 · Hiya Bhatt, Shrikara Arun, et al. · IEEE International Conference on Software Architecture Companion (ICSA-C) · 8
PDF
ML-enabled Service Discovery for Microservice Architecture: a QoS Approach
2024 · Karthik Vaidhyanathan, Mauro Caporuscio, et al. · ACM Symposium on Applied Computing · 8
Works count: 115
Citation count: 539
H-index: 12
I10-index: 17
Year
Topic
Type