Embedded, Cyber-Physical, and IoT Systems Essays Dedicated to Marily

This Festschrift is in honor of Marilyn Wolf,  on the occasion of her 60th birthday. Prof. Wolf is a renowned researcher and educator in Electrical and Computer Engineering, who has made pioneering contributions in all of the majo

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ded, Cyber-Physical, and IoT Systems Essays Dedicated to Marilyn Wolf on the Occasion of Her 60th Birthday Foreword by Giovanni De Micheli

Embedded, Cyber-Physical, and IoT Systems

Shuvra S. Bhattacharyya • Miodrag Potkonjak Senem Velipasalar Editors

Embedded, Cyber-Physical, and IoT Systems Essays Dedicated to Marilyn Wolf on the Occasion of Her 60th Birthday

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Editors Shuvra S. Bhattacharyya Dept. of ECE and UMIACS University of Maryland College Park MD, USA

Miodrag Potkonjak Dept. of Computer Science University of California Los Angeles CA, USA

Senem Velipasalar Dept. of EECS Syracuse University Syracuse NY, USA

ISBN 978-3-030-16948-0 ISBN 978-3-030-16949-7 (eBook) https://doi.org/10.1007/978-3-030-16949-7 © Springer Nature Switzerland AG 2020 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG. The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Foreword

The search for efficient means of computing and automation has permeated modern society starting from the time of the industrial revolution. Progress has been driven by visionaries who could quickly grasp the entire flow of the computing chain, from data acquisition to information elaboration, to visualization, and to actuation. Such visionaries also provided solutions matching the technology at hand. In this way, computing morphed through the years, from large mainframes to portable devices. Automation became ubiquitous through the use of embedded computing nodes. Within computing systems, the balance of hardware and software and their concurrent design—dubbed hw/sw co-design—has been an important enabling methodology. Marilyn Wolf has been a pioneer in analyzing co-design tools and methods as well as in creating procedures for optimal co-design in various metrics. As a founding