Project Info Accelerating Inference of Recurrent Neural Networks on GPUs Bo Wu | bwu@mines.edu Recurrent neural networks is widely used in domains, such as document understanding, machine translation, and sequence prediction. Although GPUs have shown their tremendous...
Project Info Large-Scale Graph Analytics Using Multiple GPUs Bo Wu | bwu@mines.edu 1. Understanding the bottleneck of multi-GPU graph analytics. 2. Building a runtime to minimize inter-GPU communication. 3. Demonstrating >10X speedups over CPU-based graph...
Project Info Improving Underground Safety via a Cyber Physical System Qi Han | qhan@mines.edu Underground settings (e.g., human-made tunnels, underground mines, subway systems, and natural cave networks) are becoming increasingly relevant to global security and...
Project Info Enabling Smart Irrigation using Internet of Things Qi Han | qhan@mines.edu Public and private lawns make up the single largest irrigated crop in North America. On such a large scale, minor inefficiencies in irrigation control techniques can cause an...
Project Info Understanding and Securing the Web Chuan Yue | chuanyue@mines.edu The Web has never been a secure place, especially due to the pervasive vulnerabilities incurred by developers to Web applications and the persistent threats imposed by attackers for various...
