Home // COMPUTATION TOOLS 2016, The Seventh International Conference on Computational Logics, Algebras, Programming, Tools, and Benchmarking // View article

A Perceptron-Based Task Predictor for Multi-Core Processor Architectures

Authors:
Jongbok Lee

Keywords: multi-core processor, perceptron

Abstract:
In order to increase the performance of multi-core system processors, the task predictor which speculatively fetches and allocates tasks to each core should be highly accurate. In this paper, a perceptron-based task predictor is proposed for the multi-core processor architectures. Using SPEC 2000 benchmarks as input, the trace-driven simulation has been performed for the dual-core to octa-core processors employing perceptron-based task predictor extensively. Its performance is compared with the architecture which utilizes the conventional two-level adaptive task predictor.

Pages: 1 to 5

Copyright: Copyright (c) IARIA, 2016

Publication date: March 20, 2016

Published in: conference

ISSN: 2308-4170

ISBN: 978-1-61208-466-4

Location: Rome, Italy

Dates: from March 20, 2016 to March 24, 2016