Affiliation:
1. Department of Computer Science, University of California at Davis
Abstract
Microprocessors and memory systems suffer from a growing gap in performance. We introduce
Active Pages,
a computation model which addresses this gap by shifting data-intensive computations to the memory system. An Active Page consists of a page of data and a set of associated functions which can operate upon that data. We describe an implementation of Active Pages on RADram (Reconfigurable Architecture DRAM), a memory system based upon the integration of DRAM and reconfigurable logic. Results from the SimpleScalar simulator [BA97] demonstrate up to 1000X speedups on several applications using the RADram system versus conventional memory systems. We also explore the sensitivity of our results to implementations in other memory technologies.
Publisher
Association for Computing Machinery (ACM)
Reference40 articles.
1. Real-time image processing on a custom computing platform
2. Peter J. Ashenden. The VHDL cookbook 1st ed. Dept of CS U of Adelaide S Australia July 1990. Peter J. Ashenden. The VHDL cookbook 1st ed. Dept of CS U of Adelaide S Australia July 1990.
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