Data Centers
CIF: Small: Sensing-Aware Decision Making for High-Dimensional Signals
There has been an explosion in our ability to sense and record the world around us. This has led to new discoveries and allowed us to consider new paradigms in nearly every walk of life. While the promise of these developments is significant, the explosion of sensing has also created substantial challenges. These challenges include […]
ABI Development: Refinement Algorithms and Server for Protein Docking
Protein-protein interactions are integral to virtually all biological pathways. Predicting these interactions and the function of the protein complex in key to understanding how biological pathways function. Detailed multistage docking algorithms, which starts from the unbound structures of two proteins, can determine the structure of the protein complex. The docking server, ClusPro, strives to make […]
CAREER: System-level Run-time Management Techniques for Energy-efficient Silicon-Photonic Manycore Systems
The general purpose computing capacity of the world has been increasing at an annual rate of more than 50% over the past few decades, and this trend is expected to continue in the future. However, this increasing compute capacity directly translates to increasing power dissipation. In fact, the server farms and data centers in US […]
High-dimensional Discrete Inference
Recent advances in the last decade have brought attention to the analysis of high-dimensional data and, in particular, to estimation on high-dimensional spaces. Such spaces are often structured by either exhibiting constraints on specific space components or by the incorporation of prior information identifying co-dependence patterns between components in order to help carrying out the […]
NeTS: Small: New Directions in Network Dimensionality Reduction for Routing and Beyond
Many important problems in computer networking depend on the observed properties of network graphs — graphs obtained by measuring real network. These include networks of routers, autonomous systems, wireless nodes, and social relationships. Unfortunately, despite the explosion of detailed data now available, such graphs are still poorly understood, in part because of the high dimensionality […]