Title :
Parallel matrix algorithms on a broadcast-based architecture
Author :
Katsinis, Constantine ; Hecht, Diana ; Zhu, Ming ; Narravula, Harsha
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
Abstract :
Summary form only given. Due to advances in fiber-optics and VLSI technology, interconnection networks which allow multiple simultaneous broadcasts are becoming feasible. This paper summarizes one such multiprocessor architecture called the Simultaneous Optical Multiprocessor Exchange Bus (SOME-Bus). It also presents the design of the network interface and the cache and directory controllers which support cache block combining, capture and prefetch and allow complete overlap of processing time with the communication time due to compulsory misses. The paper uses two fundamental matrix algorithms to characterize the architecture performance. Cache miss analysis and results from the execution of these programs on a SOME-Bus simulator show that block capture and prefetch combined with an effective block replacement policy succeed in significantly reducing the miss rate due to compulsory misses as the cache size increases, while a similar increase of cache size in traditional architectures leaves the miss rate due to compulsory misses unaffected.
Keywords :
broadcasting; cache storage; multiprocessor interconnection networks; optical computing; parallel algorithms; parallel architectures; system buses; SOME-Bus; Simultaneous Optical Multiprocessor Exchange Bus; broadcast-based architecture; cache block combining; directory controllers; fiber-optics; interconnection networks; multiprocessor architecture; network interface; parallel matrix algorithms; prefetching; Bandwidth; Broadcasting; Computer architecture; Delay; Distributed computing; Hardware; Multiprocessor interconnection networks; Network topology; Operating systems; Prefetching;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN :
0-7695-2132-0
DOI :
10.1109/IPDPS.2004.1303330