no code implementations • 9 Mar 2023 • Juan Marcelo Parra-Ullauri, Chen Zhen, Antonio García-Domínguez, Nelly Bencomo, Changgang Zheng, Juan Boubeta-Puig, Guadalupe Ortiz, Shufan Yang
A Reinforcement Learning (RL) system depends on a set of initial conditions (hyperparameters) that affect the system's performance.
1 code implementation • 18 May 2022 • Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
To date, no general solution has been provided for mapping machine learning algorithms to programmable network devices.
no code implementations • 17 May 2022 • Changgang Zheng, Zhaoqi Xiong, Thanh T Bui, Siim Kaupmees, Riyad Bensoussane, Antoine Bernabeu, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman
In this paper, we introduce IIsy, implementing machine learning classification models in a hybrid fashion using off-the-shelf network devices.