no code implementations • 1 May 2024 • Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
Emerging multi-model workloads with heavy models like recent large language models significantly increased the compute and memory demands on hardware.
no code implementations • 7 Aug 2023 • Junyao Wang, Luke Chen, Mohammad Abdullah Al Faruque
With the rapid evolution of the Internet of Things, many real-world applications utilize heterogeneously connected sensors to capture time-series information.
no code implementations • 18 Jul 2022 • Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
Due to the high performance and safety requirements of self-driving applications, the complexity of modern autonomous driving systems (ADS) has been growing, instigating the need for more sophisticated hardware which could add to the energy footprint of the ADS platform.
no code implementations • 24 May 2022 • Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque
Providing health monitoring devices with machine intelligence is important for enabling automatic mobile healthcare applications.
no code implementations • 2 Aug 2021 • Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque
The recent advances in wearable devices have allowed the monitoring of several physiological signals related to stress.