Godec: An Open-Source Data Processing Framework for Deploying ML Data Flows in Edge-Computing Environments
We present Godec, a C++-based framework that allows easy transition of complex machine learning (ML) data flows to edge-computing environments where common data processing frameworks do not apply. Godec allows for free mixing of technologies such as Kaldi
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Ajay Katangur · Shih-Chun Lin · Jinpeng Wei · Shuhui Yang · Liang-Jie Zhang (Eds.)
Edge Computing – EDGE 2020 4th International Conference Held as Part of the Services Conference Federation, SCF 2020 Honolulu, HI, USA, September 18–20, 2020, Proceedings
Lecture Notes in Computer Science Founding Editors Gerhard Goos Karlsruhe Institute of Technology, Karlsruhe, Germany Juris Hartmanis Cornell University, Ithaca, NY, USA
Editorial Board Members Elisa Bertino Purdue University, West Lafayette, IN, USA Wen Gao Peking University, Beijing, China Bernhard Steffen TU Dortmund University, Dortmund, Germany Gerhard Woeginger RWTH Aachen, Aachen, Germany Moti Yung Columbia University, New York, NY, USA
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More information about this series at http://www.springer.com/series/7409
Ajay Katangur Shih-Chun Lin Jinpeng Wei Shuhui Yang Liang-Jie Zhang (Eds.) •
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Edge Computing – EDGE 2020 4th International Conference Held as Part of the Services Conference Federation, SCF 2020 Honolulu, HI, USA, September 18–20, 2020 Proceedings
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Editors Ajay Katangur Missouri State University Springfield, IL, USA Jinpeng Wei Department of Software and Information System University of North Carolina Charlotte, NC, USA
Shih-Chun Lin Georgia Institute of Technology Atlanta, GA, USA Shuhui Yang Purdue University Northwest Hammond, IN, USA
Liang-Jie Zhang Kingdee International Software Group Co., Ltd. Shenzhen, China
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-030-59823-5 ISBN 978-3-030-59824-2 (eBook) https://doi.org/10.1007/978-3-030-59824-2 LNCS Sublibrary: SL3 – Information Systems and Applications, incl. Internet/Web, and HCI © 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, expressed 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
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