Title :
Bandwidth compression of multiple numerical data streams for high performance custom computing
Author :
Ueno, Tomohiro ; Ito, Ryouta ; Sano, Ko ; Yamamoto, Seiichi
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
Bandwidth compression improves the performance of stream computing by enhancing an effective bandwidth. To apply the bandwidth compression to numerical applications such as numerical simulations, a compressor has to handle multiple data streams. In this paper, we describe a design of an FPGA-based bandwidth compressor for high performance stream computation. For synchronization of original data in multiple compressed streams with different bit-rate, we propose a data block transmission scheduler and explore a design space to reduce the size of their barrel shifters.
Keywords :
data compression; field programmable gate arrays; parallel processing; scheduling; FPGA-based bandwidth compressor; bandwidth compression; barrel shifters; bit-rate; data block transmission scheduler; design space; field programmable gate array; high performance custom computing; numerical data streams; numerical simulations; stream computing performance; Bandwidth; Educational institutions; Field programmable gate arrays; Hardware; Indium tin oxide; Registers; Space exploration;
Conference_Titel :
Application-specific Systems, Architectures and Processors (ASAP), 2014 IEEE 25th International Conference on
Conference_Location :
Zurich
DOI :
10.1109/ASAP.2014.6868660