1 code implementation • 16 Dec 2020 • Jin Wang, Jia Hu, Geyong Min, Qiang Ni, Tarek El-Ghazawi
To address these challenges, we propose a novel learning-driven method, which is user-centric and can make effective online migration decisions by utilizing incomplete system-level information.
no code implementations • 1 Apr 2020 • Zheyi Chen, Jia Hu, Geyong Min, Albert Y. Zomaya, Tarek El-Ghazawi
Resource provisioning for cloud computing necessitates the adaptive and accurate prediction of cloud workloads.
no code implementations • 25 Jun 2019 • Armin Mehrabian, Mario Miscuglio, Yousra Alkabani, Volker J. Sorger, Tarek El-Ghazawi
Among different types of neural networks, convolutional neural networks (CNNs) have been widely adopted as they have achieved leading results in many fields such as computer vision and speech recognition.
no code implementations • 23 Jul 2018 • Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek El-Ghazawi
Convolutional Neural Networks (CNN) have been the centerpiece of many applications including but not limited to computer vision, speech processing, and Natural Language Processing (NLP).