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33rd International Symposium on Computer Architecture (ISCA'06)
Area-Performance Trade-offs in Tiled Dataflow Architectures
Boston, Massachusetts
June 17-June 21
ISBN: 0-7695-2608-X
Steven Swanson, University of Washington
Andrew Putnam, University of Washington
Martha Mercaldi, University of Washington
Martha Mercaldi, University of Washington
Ken Michelson, University of Washington
Andrew Petersen, University of Washington
Andrew Schwerin, University of Washington
Mark Oskin, University of Washington
Susan J. Eggers, University of Washington
Tiled architectures, such as RAW, SmartMemories, TRIPS, and WaveScalar, promise to address several issues facing conventional processors, including complexity, wire-delay, and performance. The basic premise of these architectures is that larger, higher-performance implementations can be constructed by replicating the basic tile across the chip. This paper explores the area-performance trade-offs when designing one such tiled architecture, WaveScalar. We use a synthesizable RTL model and cycle-level simulator to perform an area/performance pareto analysis of over 200 WaveScalar processor designs ranging in size from 19mm2 to 378mm2 and having a 22 FO4 cycle time. We demonstrate that, for multi-threaded workloads, WaveScalar performance scales almost ideally from 19 to 101mm2 when optimized for area efficiency and from 44 to 202mm2when optimized for peak performance. Our analysis reveals that WaveScalar?s hierarchical interconnect plays an important role in overall scalability, and that WaveScalar achieves the same (or higher) performance in substantially less area than either an aggressive out-of-order superscalar or Sun?s Niagara CMP processor.
Index Terms:
WaveScalar, Dataflow computing, ASIC, RTL
Citation:
Steven Swanson, Andrew Putnam, Martha Mercaldi, Martha Mercaldi, Ken Michelson, Andrew Petersen, Andrew Schwerin, Mark Oskin, Susan J. Eggers, "Area-Performance Trade-offs in Tiled Dataflow Architectures," isca, pp.314-326, 33rd International Symposium on Computer Architecture (ISCA'06), 2006
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