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Ananya Vishal Halgatti

CSE

Ananya Vishal Halgatti

Research Interests

Sustainable SoftwareSelf-Adaptive SystemsEdge Computing

Biography

I am Ananya Halgatti, undergraduate at IIITH, working with professor Karthik Vaidhyanathan. Our recent works include EdgeMLBalancer – a model-switching system for edge devices using MAPE-K and epsilon-greedy strategies.

My current publication: https://arxiv.org/abs/2502.06493

I had the opportunity to present this work at the R&D Showcase 2025 – Tech for Sustainable Futures, which further reinforced my passion for responsible software development.

I am a competitive swimmer, love making artwork and a devoted dog person.

Publications

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices

2025The International Workshop on Flexible Software Architecture for Embedded Computing Systems (SARECS) - 22nd International Conference on Software Architecture (ICSA)