Heterogeneous systems (such as Intel's Sandybridge microarchitecture shown above) consist of the various processor types so that a user can selectively utilize different processor types based on the user's demands. Unfortunately, it [...]
Processor performance modeling and design methodologies
Architecture
hpc 2015-07-10T20:57:08+00:00Developing a modern processor is extremely challenging due to the complexity of its design. We therefore aim to provide advanced processor performance modeling and design methodologies, to reduce the costs and efforts of proposing and validating [...]
Mobile GPU Architectures
Architecture
hpc 2015-07-10T21:31:27+00:00Mobile GPU Architectures for Deep Learning Applications Deep Learning is one area of Machine Learning and has been showing promising results in practical vision applications. Since Deep Learning is based on neural [...]
Device Centric High Performance System
Architecture, System
hpc 2015-07-15T13:25:23+00:00We research device centric high-performance system and software. The legacy OS is CPU centric system, which suffers from high overhead for I/O operations. In the result, the CPU-centric system cannot take advantage [...]
All flash storage server
Architecture, System
hpc 2015-07-10T21:06:00+00:00All-flash storage server Big data leads to increasing the amount of data needed to be stored and accessed. Compared to exabytes of data generated by users until 2003, nowadays this amount of [...]