1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.SE2024★ 1 cited
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
Arya Marda, Shubham Kulkarni, Karthik Vaidhyanathan
Addressing runtime uncertainties in Machine Learning-Enabled Systems (MLS) is crucial for maintaining Quality of Service (QoS). The Machine Learning Model Balancer is a concept tha…
cs.SE2023★ 1 cited
Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching
Shubham Kulkarni, Arya Marda, Karthik Vaidhyanathan
Machine Learning (ML), particularly deep learning, has seen vast advancements, leading to the rise of Machine Learning-Enabled Systems (MLS). However, numerous software engineering…