Dr. Karthik Vaidhyanathan is an Assistant Professor at the Software Engineering Research Center, IIIT-Hyderabad, India where he is also associated with the leadership team of the Smart City Living Lab. His main research interests lie in the intersection of software architecture and machine learning with a specific focus on building sustainable software systems in the cloud and the edge. Karthik also possesses more than 5 years of industrial experience in building and deploying ML products/services. Karthik is also an editorial board member of IEEE Software. https://karthikvaidhyanathan.com
Self-adaptive EdgeML With Model Balancer
July 23, 2024 |
Dr. Karthik Vaidhyanathan explains a novel approach that allows a system on edge to self-adapt between different ML models, thus achieving better resource efficiency. Lately, leaps in technological progress have meant that AI is not only popular but is now