Benchmarks for Transaction and Analytical Processing Systems

As presented in  Chap. 1 , the goal of this thesis is to analyze and compare the behavior of databases in mixed workload scenarios as a basis to evaluate logical database design decisions. Benchmarks provide a method for this. A benchmark is “a standardiz

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Anja Bog

Benchmarking Transaction and Analytical Processing Systems The Creation of a Mixed Workload Benchmark and its Application

In-Memory Data Management Research Series Editor: Prof. Dr. Dr. h.c. Hasso Plattner Hasso Plattner Institute Potsdam, Germany

For further volumes: http://www.springer.com/series/11642

Anja Bog

Benchmarking Transaction and Analytical Processing Systems The Creation of a Mixed Workload Benchmark and its Application

123

Anja Bog Hasso-Plattner-Institute University of Potsdam Potsdam Germany

Dissertation at the University of Potsdam, Hasso Plattner Institute for IT-Systems Engineering

ISBN 978-3-642-38069-3 ISBN 978-3-642-38070-9 (eBook) DOI 10.1007/978-3-642-38070-9 Springer Heidelberg New York Dordrecht London Library of Congress Control Number: 2013943472 © Springer-Verlag Berlin Heidelberg 2014 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. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. 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. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)

Acknowledgements

I would like to express my deep gratitude to Professor Hasso Plattner as my primary supervisor for sharing his inspiring views and providing me with guidance as well as valuable and constructive suggestions during the planning and development of this research work. With his passion and engagement, he created a unique setting to spark and foster new ideas and pursue tar