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A Review on Software Architectures for Heterogeneous Platforms

Conference paper
Authors Hugo Sica de Andrade
Ivica Crnkovic
Published in 2018 25TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE (APSEC 2018)
ISBN 978-1-7281-1970-0
Publisher IEEE
Publication year 2018
Published at Department of Computer Science and Engineering (GU)
Language en
Links dx.doi.org/10.1109/apsec.2018.00035
Keywords software architecture, heterogeneous computing, software deployment
Subject categories Computer and Information Science

Abstract

The increasing demands for computing performance have been a reality regardless of the requirements for smaller and more energy efficient devices. Throughout the years, the strategy adopted by industry was to increase the robustness of a single processor by increasing its clock frequency and mounting more transistors so more calculations could be executed. However, it is known that the physical limits of such processors are being reached, and one way to fulfill such increasing computing demands has been to adopt a strategy based on heterogeneous computing, i.e., using a heterogeneous platform containing more than one type of processor. This way, different types of tasks can be executed by processors that are specialized in them. Heterogeneous computing, however, poses a number of challenges to software engineering, especially in the architecture and deployment phases. In this paper, we conduct an empirical study that alms at discovering the state-of-the-art in software architecture for heterogeneous computing, with focus on deployment. We conduct a systematic mapping study that retrieved 28 studies, which were critically assessed to obtain an overview of the research field. We identified gaps and trends that can be used by both researchers and practitioners as guides to further investigate the topic.

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