Title | ||
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A simulator and compiler framework for agile hardware-software co-design evaluation and exploration |
Abstract | ||
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ABSTRACTAs Moore's Law has slowed and Dennard Scaling has ended, architects are increasingly turning to heterogeneous parallelism and hardware-software co-design. These trends present new challenges for simulation-based performance assessments that are central to early-stage architectural exploration. Simulators must be lightweight to support heterogeneous combinations of general-purpose cores and specialized processing units. They must also support agile exploration of hardware-software co-design, i.e. changes in the programming model, compiler, ISA, and specialized hardware. To meet these challenges, we describe our compiler and simulator pair: DEC++ and MosaicSim. Together, they provide a lightweight, modular simulator for heterogeneous systems, offering accuracy and agility designed specifically for hardware-software co-design explorations. The simulator and corresponding compiler were developed as part of the DECADES project, a multi-team effort to design and tape out a new heterogeneous architecture. We will present two case-studies in important data-science applications where DEC++ and MosaicSim enable straightforward design space explorations for emerging full-stack systems. |
Year | DOI | Venue |
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2020 | 10.1145/3400302.3415751 | International Conference on Computer-Aided Design |
DocType | Citations | PageRank |
Conference | 1 | 0.35 |
References | Authors | |
0 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Tyler Sorensen | 1 | 109 | 9.42 |
Aninda Manocha | 2 | 5 | 2.42 |
Esin Tureci | 3 | 1 | 0.69 |
Marcelo Orenes-Vera | 4 | 4 | 1.40 |
Juan L. Aragón | 5 | 95 | 11.26 |
Margaret Martonosi | 6 | 8647 | 715.76 |