
Registered user since Wed 14 Aug 2019
Karthik Vaidhyanathan is an Assistant Professor at the Software Engineering Research Center, IIIT-Hyderabad, India. He obtained his Ph.D. from the Gran Sasso Science Institute, Italy and did his postdoc at the University of L’Aquila, Italy. His main research interests lie in the intersection of software architecture and machine learning with a specific focus on microservices and IoT domains. His research focuses on how machine learning techniques can be leveraged to better architect self-adaptive systems and further how to better define architecting practices for developing Machine Learning-enabled software systems. As a part of his research activities, he serves as a reviewer/organizing committee member in various workshops, conferences, and journals.
Karthik also poses more than 5 years of industrial experience in building and deploying ML products/services and he is working as consultant ML architect at Founding Minds, India.
Contributions
2027
2026
ECSA
ICSA
- Author of Can AI Agents Generate Microservices? How Far are We? within the Research Papers-track
- New and Emerging Ideas Co-Chair in Organizing Committee
- Author of LLM-based Automated Architecture View Generation: Where Are We Now? within the Research Papers-track
- Program Committee Member in Program Committee within the Research Papers-track
- Author of LEAF: A Layered Emission Assessment Framework for Cloud Deployments within the Journal First-track
- New and Emerging Ideas Co-Chair in New and Emerging Ideas within the New and Emerging Ideas-track
- Author of LLMs for Architectural Refactoring: An Exploratory study on Monoliths to Microservices within the Research Papers-track
- Author of ArchBench: Benchmarking Generative-AI for Software Architecture Tasks within the Software Architecture Showcase-track
- Author of Software Architecture Meets Agentic AI within the Tutorials/Tech Briefings-track
AGENT
- Committee Member in Program Committee within the AGENT 2026-track
- Author of AgenticAKM : Enroute to Agentic Architecture Knowledge Management within the AGENT 2026-track
- Author of Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems within the AGENT 2026-track
- Author of SWEnergy: An Empirical Study on Energy Efficiency in Agentic Issue Resolution Frameworks with SLMs within the AGENT 2026-track
CAIN
- Committee Member in Program Committee within the Research Track-track
- Industry Track Co-Chair in Organizing Committee
- Author of Architecting AgentOps Needs CHANGE within the Research Track-track
- Session Chair of Engineering GenAI Systems (part of CAIN Program)
- Industry Track Co-Chair in Industry Track Program Committee within the Industry Track-track
ICSE
- Committee Member in Program Committee within the Research Track-track
- Author of Generating Energy-Efficient Code via Large-Language Models - Where are we now? within the Research Track-track
- Author of Toward architecting self-coding information systems within the Software Architecture BoF-track
- Session Chair of AI for Software Engineering 16 (part of Research Track)
International Conference on Software Engineering for Adaptive and Self-Managing Systems
- Author of POLARIS: Is Multi-Agentic Reasoning the Next Wave in Engineering Self-Adaptive Systems? within the Research Track-track
- Author of CALM: A Self-Adaptive Orchestration Approach for QoS-Aware Routing in Small Language Model based Systems within the Research Track-track
- Author of Harmonica: A Self-Adaptation Exemplar for Sustainable MLOps within the Artifact Track-track
2025
ECSA
SERI
- Author of Framework to assess, monitor and enhance sustainability in AI-enabled Systems within the SERI 2025-track
- Author of HarmonE: A Self-Adaptive Approach to Architecting Sustainable MLOps within the SERI 2025-track
- Author of Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications within the SERI 2025-track
- Author of MOYA: LLM Powered Multi-Agent Framework for Autonomous CloudOps within the SERI 2025-track
- Committee Member in Program Committee within the SERI 2025-track
- Author of Architecting Digital Twins for Smart Cities within the SERI 2025-track
- Author of DRAFT-ing Architectural Design Decisions using LLMs within the SERI 2025-track
CAIN
- Author of Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps within the Research and Experience Papers-track
- Proceedings Chair in Organizing Committee
- Author of LoCoML: A Framework for Real-World ML Inference Pipelines within the Research and Experience Papers-track
- Author of Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications within the Research and Experience Papers-track
- PC Member in Program Committee within the Research and Experience Papers-track
ICSA
- Session Chair of SAML Session 2 (part of Workshops)
- Author of Leveraging LLMs for Dynamic IoT Systems Generation through Mixed-Initiative Interaction within the Workshops-track
- Program Committee Member in Program Committee within the Research Papers-track
- Author of Working Session 3: GenAI and Software Architects: What Skills Will Architects Need in the Age of LLMs? within the Working Sessions-track
- Author of EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices within the Workshops-track
- Session Chair of SAML Session 3: Panel Discussion (part of Workshops)
- Session Chair of SAML Session 4: Working Session + Closing (part of Workshops)
- Author of Architecting Digital Twins for Intelligent Transportation Systems within the Workshops-track
- Author of LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World within the Research Papers-track
- Session Chair of SAML Session 1: Welcome + Papers (part of Workshops)
2024
ICSA
- Author of Leveraging Generative AI for Architectural Knowledge Management within the Poster Track-track
- Committee Member in Program Committee within the Research Papers-track
- Local Organizing Chair in Organizing Committee
- Author of Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical study within the Research Papers-track
- Author of Architecting Digital Twin for Smart City Systems: A Case Study within the Workshops-track
- Author of Reimagining Self-Adaptation in the Age of Large Language Models within the Poster Track-track
- Author of Exploratory Study of oneM2M-based Interoperability Architectures for IoT: A Smart City Perspective within the Software Architecture in Practice-track
- Author of Towards Architecting Sustainable MLOps: A Self-Adaptation Approach within the Poster Track-track
- Author of EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems within the Workshops-track