Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach

no code implementations • 8 Oct 2023 • Maad Ebrahim, Abdelhakim Senhaji Hafid, Mohamed Riduan Abid

In this work, we improve the performance of privacy-aware Reinforcement Learning (RL) agents that optimize the execution delay of IoT applications by minimizing the waiting delay.

Reinforcement Learning (RL) Transfer Learning

Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning

no code implementations • 25 Nov 2019 • Harsh Jot Singh, Abdelhakim Senhaji Hafid

The paper also aims to compare the predictive accuracy of two machine learning regression models- Random Forest Regressor and Multilayer Perceptron against previously proposed statistical regression model under a set evaluation criterion.

BIG-bench Machine Learning regression