| 2026 | ICSA | Can AI Agents Generate Microservices? How Far are We? | Bassam Adnan, Matteo Esposito, Davide Taibi, Karthik Vaidhyanathan |
| 2026 | ICSA | ArchBench: Benchmarking Generative-AI for Software Architecture Tasks. | Bassam Adnan, Aviral Gupta, Sreemaee Akshathala, Karthik Vaidhyanathan |
| 2026 | ICSA | LLMs for Architectural Refactoring: An Exploratory Study on Monoliths to Microservices. | Aneesh Sambu, Roberta Capuano, Eoan O'Dea, Karthik Vaidhyanathan, Henry Muccini |
| 2026 | ICSA | LLM-based Automated Architecture View Generation: Where Are We Now? | Miryala Sathvika, Rudra Dhar, Karthik Vaidhyanathan |
| 2026 | ICSA | Software Architecture Meets Agentic AI. | Karthik Vaidhyanathan, Henry Muccini |
| 2026 | SEAMS | Harmonica: A Self-Adaptation Exemplar for Sustainable MLOps. | Ananya Vishal Halgatti, Shaunak Biswas, Hiya Bhatt, Srinivasan Rakhunathan, Karthik Vaidhyanathan |
| 2026 | SEAMS | CALM: A Self-Adaptive Orchestration Approach for QoS-Aware Routing in Small Language Model based Systems. | Hemang Jain, Divyansh Pandey, Karthik Vaidhyanathan |
| 2026 | SEAMS | POLARIS: Is Multi-Agentic Reasoning the Next Wave in Engineering Self-Adaptive Systems? | Divyansh Pandey, Vyakhya Gupta, Prakhar Singhal, Karthik Vaidhyanathan |
| 2025 | CAIN | LoCoML: A Framework for Real-World ML Inference Pipelines. | Kritin Maddireddy, Santhosh Kotekal Methukula, Chandrasekar Sridhar, Karthik Vaidhyanathan |
| 2025 | CAIN | Engineering LLM Powered Multi-Agent Framework for Autonomous CloudOps. | Kannan Parthasarathy, Karthik Vaidhyanathan, Rudra Dhar, Venkat Krishnamachari, Adyansh Kakran, Sreemaee Akshathala, Shrikara Arun, Amey Karan, Basil Muhammed, Sumant Dubey, Mohan Veerubhotla |
| 2025 | CAIN | Approach Towards Semi-Automated Certification of Low Criticality ML-Enabled Airborne Applications. | Chandrasekar Sridhar, Vyakhya Gupta, Prakhar Jain, Karthik Vaidhyanathan |
| 2025 | EASE | Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling. | Ishan Kavathekar, Raghav Donakanti, Ponnurangam Kumaraguru, Karthik Vaidhyanathan |
| 2025 | ECSA | ℋarmonE: A Self-adaptive Approach to Architecting Sustainable MLOps. | Hiya Bhatt, Shaunak Biswas, Srinivasan Rakhunathan, Karthik Vaidhyanathan |
| 2025 | ECSA | Software Architecture in the Age of Agentic AI. | Karthik Vaidhyanathan, Henry Muccini |
| 2025 | ICSA | Leveraging LLMs for Dynamic IoT Systems Generation Through Mixed-Initiative Interaction. | Bassam Adnan, Sathvika Miryala, Aneesh Sambu, Karthik Vaidhyanathan, Martina De Sanctis, Romina Spalazzese |
| 2025 | ICSA | LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World. | Shrikara Arun, Meghana Tedla, Karthik Vaidhyanathan |
| 2025 | ICSA | Architecting Digital Twins for Intelligent Transportation Systems. | Hiya Bhatt, Sahil, Karthik Vaidhyanathan, Rahul Biju, Deepak Gangadharan, Ramona Trestian, Purav Shah |
| 2025 | ICSA | EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices. | Akhila Matathammal, Kriti Gupta, Larissa Lavanya, Ananya Vishal Halgatti, Priyanshi Gupta, Karthik Vaidhyanathan |
| 2025 | SIMULTECH | Modeling and Simulating IoT Infrastructures. | Philipp Zech, Karthik Vaidhyanathan, Likhith Kanigolla, Luca Rahm, Ruth Breu |
| 2024 | ICSA | Towards Architecting Sustainable MLOps: A Self-Adaptation Approach. | Hiya Bhatt, Shrikara Arun, Adyansh Kakran, Karthik Vaidhyanathan |
| 2024 | ICSA | Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical Study. | Rudra Dhar, Karthik Vaidhyanathan, Vasudeva Varma |
| 2024 | ICSA | Leveraging Generative AI for Architecture Knowledge Management. | Rudra Dhar, Karthik Vaidhyanathan, Vasudeva Varma |
| 2024 | ICSA | Reimagining Self-Adaptation in the Age of Large Language Models. | Raghav Donakanti, Prakhar Jain, Shubham Kulkarni, Karthik Vaidhyanathan |
| 2024 | ICSA | Architecting Digital Twin for Smart City Systems: A Case Study. | Likhith Kanigolla, Gaurav Pal, Karthik Vaidhyanathan, Deepak Gangadharan, Anuradha Vattem |
| 2024 | ICSA | Exploratory Study of oneM2M-Based Interoperability Architectures for IoT: A Smart City Perspective. | VJS Pranavasri, Leo Francis, Gaurav Pal, Ushasri Mogadali, Anuradha Vattem, Karthik Vaidhyanathan, Deepak Gangadharan |
| 2024 | ICSA | EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems. | Meghana Tedla, Shubham Kulkarni, Karthik Vaidhyanathan |
| 2024 | ICSOC | POSEIDON: Efficient Function Placement at the Edge Using Deep Reinforcement Learning. | Prakhar Jain, Prakhar Singhal, Divyansh Pandey, Giovanni Quatrocchi, Karthik Vaidhyanathan |
| 2024 | SAC | ML-enabled Service Discovery for Microservice Architecture: a QoS Approach. | Karthik Vaidhyanathan, Mauro Caporuscio, Stefano Florio, Henry Muccini |
| 2024 | SEAMS | SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems. | Arya Marda, Shubham Kulkarni, Karthik Vaidhyanathan |
| 2023 | HCI | Emotional Internet of Behaviors: A QoE-QoS Adjustment Mechanism. | Mina Alipour, Mahyar Tourchi Moghaddam, Karthik Vaidhyanathan, Tobias Kristensen, Nicolai Krogager Asmussen |
| 2022 | SAC | FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systems. | Federico Di Menna, Henry Muccini, Karthik Vaidhyanathan |
| 2021 | ECSA | Human Behavior-Oriented Architectural Design. | Moamin Abughazala, Mahyar Tourchi Moghaddam, Henry Muccini, Karthik Vaidhyanathan |
| 2021 | ECSA | A Machine Learning Approach to Service Discovery for Microservice Architectures. | Mauro Caporuscio, Marco De Toma, Henry Muccini, Karthik Vaidhyanathan |
| 2020 | ICSA | Quantitative Verification-Aided Machine Learning: A Tandem Approach for Architecting Self-Adaptive IoT Systems. | Javier Cmara, Henry Muccini, Karthik Vaidhyanathan |
| 2020 | ICSA | Data-driven Adaptation in Microservice-based IoT Architectures. | Martina De Sanctis, Henry Muccini, Karthik Vaidhyanathan |
| 2020 | SmartComp | Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT Systems. | Henry Muccini, Karthik Vaidhyanathan |
| 2019 | ECSA | ArchLearner: leveraging machine-learning techniques for proactive architectural adaptation. | Henry Muccini, Karthik Vaidhyanathan |
| 2019 | ICSA | A Machine Learning-Driven Approach for Proactive Decision Making in Adaptive Architectures. | Henry Muccini, Karthik Vaidhyanathan |