Title :
Media processing applications on the Imagine stream processor
Author :
Owens, John D. ; Rixner, Scott ; Kapasi, Ujval J. ; Mattson, Peter ; Towles, Brian ; Serebrin, Ben ; Dally, William J.
Author_Institution :
Comput. Syst. Lab., Stanford Univ., CA, USA
Abstract :
Media applications, such as image processing, signal processing, video, and graphics, require high computation rates and data bandwidths. The stream programming model is a natural and powerful way to describe these applications. Expressing media applications in this model allows hardware and software systems to take advantage of their concurrency and locality in order to meet their high computational demands. The Imagine stream programming system, a set of software tools and algorithms, is used to program media applications in the stream programming model. We achieve real-time performance on a variety of media processing applications with high computation rates (4-15 billion achieved operations per second) and high efficiency (84-95% occupancy on the arithmetic clusters).
Keywords :
digital signal processing chips; parallel algorithms; parallel programming; real-time systems; software tools; Imagine stream processor; algorithms; concurrency; graphics; hardware systems; high computation rates; high data bandwidths; image processing; locality; media processing applications; real-time performance; signal processing; software systems; software tools; stream programming model; video; Application software; Bandwidth; Concurrent computing; Graphics; Hardware; Image processing; Power system modeling; Software systems; Streaming media; Video signal processing;
Conference_Titel :
Computer Design: VLSI in Computers and Processors, 2002. Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7695-1700-5
DOI :
10.1109/ICCD.2002.1106785