1 citations · 1 across the 2 of their papers we have counts for
3 papers
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning
Constantine Ayimba, Paolo Casari, Vincenzo Mancuso
As more and more application providers transition to the cloud and deliver their services on a Software as a Service (SaaS) basis, cloud providers need to make their provisioning s…
A Novel Hyperparameter-free Approach to Decision Tree Construction that Avoids Overfitting by Design
Rafael Garcia Leiva, Antonio Fernandez Anta, Vincenzo Mancuso +1
Decision trees are an extremely popular machine learning technique. Unfortunately, overfitting in decision trees still remains an open issue that sometimes prevents achieving good…
DORE: An Experimental Framework to Enable Outband D2D Relay in Cellular Networks
Arash Asadi, Vincenzo Mancuso, Rohit Gupta
Device-to-Device communications represent a paradigm shift in cellular networks. In particular, analytical results on D2D performance for offloading and relay are very promising, b…