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MeXT: A Flow for Multiprocessor Exploration | IEEE Conference Publication | IEEE Xplore

MeXT: A Flow for Multiprocessor Exploration


Abstract:

This paper presents an extended design approach for heterogeneous multiprocessor systems. The goal in this particular design exploration approach is to ease the implement...Show More

Abstract:

This paper presents an extended design approach for heterogeneous multiprocessor systems. The goal in this particular design exploration approach is to ease the implementation of an adaptive multiprocessor system by creating components such as processing nodes or memories from an application. A program is profiled and analysed to gather information about task precedence, communication cost or computational patterns for hardware accelerator generation. This information is then used to solve an optimization problem using Integer Linear Programming or Answer Set Programming with the goal of 1) creating suitable multiprocessor hardware architecture and 2) mapping of tasks onto the processors. A lightweight message-passing library for on-chip communication of parallel programs is provided. The resulting abstract architecture is further processed using the vendor tool-chain to generate the target platform's configuration. Two real-world case studies are used to show the feasibility of our design-space exploration approach.
Date of Conference: 24-26 September 2019
Date Added to IEEE Xplore: 29 November 2019
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Conference Location: Waltham, MA, USA

References

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