Arid
DOI10.1145/566225.513835
Rapid design space exploration of heterogeneous embedded systems using symbolic search and multi-granular simulation
Mohanty, S; Prasanna, VK; Neema, S; Davis, J
通讯作者Mohanty, S
会议名称Joint Conference on Languages, Compilers and Tools for Embeddded Systems/Software and Compilers for Embedded Systems (LCTES 02-SCOPES 02)
会议日期JUN 19-21, 2002
会议地点BERLIN, GERMANY
英文摘要

In addition to integrating different Intellectual Property cores, heterogeneous embedded systems provide several architecture knobs such as voltage, operating frequency, configuration, etc. that can be varied to optimize performance. Such flexibilities results in a large design space making system optimization a very challenging task. Moreover, such systems operate in mobile and other power constrained environments. Therefore, in addition to rapid exploration of a large design space a designer has to optimize both time and energy performance. To address these issues, we propose a hierarchical design space exploration methodology. Our methodology initially uses symbolic constraint satisfaction to rapidly prune the design space. This pruning process is followed by a system wide performance estimation to further reduce the number of candidate designs. Finally, detailed simulation using low-level simulators are performed to select an appropriate design. Our methodology is implemented by integrating two tools, DESERT and HiPerE, into the Model based Integrated simulation (MILAN)(1) framework. DESERT uses Ordered Binary Decision Diagrams based symbolic search to rapidly explore a large design space and identifies candidate designs that meet the user specified performance constraints. HiPerE provides rapid estimation of system wide energy and latency based on component level simulations and also facilitates energy optimization. MILAN provides the required modeling support for these tools and also facilitates component specific multi-granular simulations through seamless integration of various simulators.


英文关键词design space performance estimation binary decision diagram symbolic search modeling model integrated computing multi-granular simulation
来源出版物ACM SIGPLAN NOTICES
ISSN0362-1340
出版年2002
卷号37
期号7
页码18-27
出版者ASSOC COMPUTING MACHINERY
类型Article;Proceedings Paper
语种英语
国家USA
收录类别CPCI-S ; SCI-E
WOS记录号WOS:000177391200005
WOS类目Computer Science, Software Engineering
WOS研究方向Computer Science
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/293669
作者单位(1)Univ So Calif, Dept EE Syst, Los Angeles, CA 90089 USA;(2)Vanderbilt Univ, Inst Software Integrated Syst, Nashville, TN 37235 USA
推荐引用方式
GB/T 7714
Mohanty, S,Prasanna, VK,Neema, S,et al. Rapid design space exploration of heterogeneous embedded systems using symbolic search and multi-granular simulation[C]:ASSOC COMPUTING MACHINERY,2002:18-27.
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