Resource Management of Mobile Cloud Computing Networks and Environments George Mastorakis Technological Educational Institute of Crete, Greece Constandinos X Mavromoustakis University of Nicosia, Cyprus Evangelos Pallis Technological Educational Institute of Crete, Greece A volume in the Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series Managing Director: Managing Editor: Director of Intellectual Property & Contracts: Acquisitions Editor: Production Editor: Development Editor: Typesetter: Cover Design: Lindsay Johnston Austin DeMarco Jan Travers Kayla Wolfe Christina Henning Brandon Carbaugh Amanda Smith Jason Mull Published in the United States of America by Information Science Reference (an imprint of IGI Global) 701 E Chocolate Avenue Hershey PA, USA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: cust@igi-global.com Web site: http://www.igi-global.com Copyright © 2015 by IGI Global All rights reserved No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher Product or company names used in this set are for identification purposes only Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI Global of the trademark or registered trademark Library of Congress Cataloging-in-Publication Data CIP Data - Pending ISBN: 978-1-4666-8225-2 (hardcover) ISBN: 978-1-4666-8226-9 (ebook) This book is published in the IGI Global book series Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) (ISSN: 2327-3453; eISSN: 2327-3461) British Cataloguing in Publication Data A Cataloguing in Publication record for this book is available from the British Library All work contributed to this book is new, previously-unpublished material The views expressed in this book are those of the authors, but not necessarily of the publisher For electronic access to this publication, please contact: eresources@igi-global.com. Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series Vijayan Sugumaran Oakland University, USA ISSN: 2327-3453 EISSN: 2327-3461 Mission The theory and practice of computing applications and distributed systems has emerged as one of the key areas of research driving innovations in business, engineering, and science The fields of software engineering, systems analysis, and high performance computing offer a wide range of applications and solutions in solving computational problems for any modern organization The Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series brings together research in the areas of distributed computing, systems and software engineering, high performance computing, and service science This collection of publications is useful for academics, researchers, and practitioners seeking the latest practices and knowledge in this field Coverage • • • • • • • • • • 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Association, USA) Information Science Reference • copyright 2014 • 365pp • H/C (ISBN: 9781466660984) • US $215.00 (our price) 701 E Chocolate Ave., Hershey, PA 17033 Order online at www.igi-global.com or call 717-533-8845 x100 To place a standing order for titles released in this series, contact: cust@igi-global.com Mon-Fri 8:00 am - 5:00 pm (est) or fax 24 hours a day 717-533-8661 Editorial Advisory Board Tasos Dagiuklas, Hellenic Open University, Greece Ciprian Dobre, University Politehnica of Bucharest, Romania Nuno Garcia, University of Beira Interior, Portugal Daniel Négru, University of Bordeaux, France Katerina Papanikolaou, European University Cyprus, Cyprus Christos Politis, Kingston University London, UK Charalampos Skianis, University of the Aegean, Greece Vasos Vassiliou, University of Cyprus, Cyprus Lei Wang, Dalian University of Technology, China List of Reviewers Demosthenes Akoumianakis, Technological Education Institution of Crete, Greece Jordi Mongay Batalla, National Institute of Telecommunications, Poland Athina Bourdena, University of Nicosia, Cyprus Periklis Chatzimisios, Technological Educational Institute of Thessaloniki, Greece Carl J Debono, University of Malta, Malta Paraskevi Fragopoulou, FORTH, Greece Dimitrios Kosmopoulos, Technological Educational Institute of Crete, Greece Harilaos Koumaras, NCSR Demokritos, Greece Anastasios Kourtis, NCSR Demokritos, Greece Michail Alexandros Kourtis, University of the Aegean, Greece Prodromos Makris, University of the Aegean, Greece Athanasios G Malamos, Technological Educational Institute of Crete, Greece Evangelos K Markakis, University of the Aegean, Greece Ioannis Pachoulakis, Technological Educational Institute of Crete, Greece Costas Panagiotakis, Technological Educational Institute of Crete, Greece Spyros Panagiotakis, Technological Educational Institute of Crete, Greece Ilias Politis, University of Patras, Greece Joel J P C Rodrigues, University of Beira Interior, Portugal Lambros Sarakis, Technological Educational Institute of Chalkida, Greece Lei Shu, Guangdong University of Petrochemical Technology, China Anargyros Sideris, University of the Aegean, Greece Mamadou Sidibe, Viotech Communications, France Dimitrios N Skoutas, University of the Aegean, Greece Dimitrios Stratakis, Technological Educational Institute of Crete, Greece Georgios Triantafyllidis, Technological Educational Institute of Crete, Greece Manolis Tsiknakis, Technological Educational Institute of Crete, Greece Kostas Vassilakis, Technological Educational Institute of Crete, Greece Nikolas Vidakis, Technological Educational Institute of Crete, Greece Demosthenes Vouyioukas, University of the Aegean, Greece George Xilouris, NCSR Demokritos, Greece Nikos Zotos, University of Aegean, Greece Table of Contents Preface xviii Acknowledgment xxvi Section Introduction and Applications of Mobile Cloud Computing Chapter Mobile Cloud Computing: An Introduction Jyoti Grover, Global Institute of Technology, India Gaurav Kheterpal, Metacube Software Private Limited, India Chapter The Technical Debt in Cloud Software Engineering: A Prediction-Based and Quantification Approach 24 Georgios Skourletopoulos, Scientia Consulting S.A., Greece Rami Bahsoon, University of Birmingham, UK Constandinos X Mavromoustakis, University of Nicosia, Cyprus George Mastorakis, Technological Educational Institute of Crete, Greece Chapter Anomaly Detection in Cloud Environments 43 Angelos K Marnerides, Liverpool John Moores University, UK Section Mobile Cloud Resource Management Chapter Mobile Cloud Resource Management 69 Konstantinos Katzis, European University Cyprus, Cyprus Chapter A Social-Oriented Mobile Cloud Scheme for Optimal Energy Conservation 97 Constandinos X Mavromoustakis, University of Nicosia, Cyprus George Mastorakis, Technological Educational Institute of Crete – Agios Nikolaos, Greece Athina Bourdena, University of Nicosia, Cyprus Evangelos Pallis, Technological Educational Institute of Crete – Heraklion, Greece Dimitrios Stratakis, Technological Educational Institute of Crete – Heraklion, Greece Emmanouil Perakakis, Technological Educational Institute of Crete – Agios Nikolaos, Greece Ioannis Kopanakis, Technological Educational Institute of Crete – Agios Nikolaos, Greece Stelios Papadakis, Technological Educational Institute of Crete – Agios Nikolaos, Greece Zaharias D Zaharis, Aristotle University of Thessaloniki, Greece Christos Skeberis, Aristotle University of Thessaloniki, Greece Thomas D Xenos, Aristotle University of Thessaloniki, Greece Chapter Traffic Analyses and Measurements: Technological Dependability 122 Rossitza Goleva, Technical University of Sofia, Bulgaria Dimitar Atamian, Technical University of Sofia, Bulgaria Seferin Mirtchev, Technical University of Sofia, Bulgaria Desislava Dimitrova, ETH Zurich, Switzerland Lubina Grigorova, Vivacom JSCO, Bulgaria Rosen Rangelov, Lufthansa Technik-Sofia, Bulgaria Aneliya Ivanova, Technical University of Sofia, Bulgaria Section Content-Aware Streaming in Mobile Cloud Chapter Adaptation of Cloud Resources and Media Streaming in Mobile Cloud Networks for Media Delivery 175 Jordi Mongay Batalla, National Institute of Telecommunications, Poland & Warsaw University of Technology, Poland Chapter Context-Awareness in Opportunistic Mobile Cloud Computing 203 Radu-Corneliu Marin, University Politehnica of Bucharest, Romania Radu-Ioan Ciobanu, University Politehnica of Bucharest, Romania Radu Pasea, University Politehnica of Bucharest, Romania Vlad Barosan, University Politehnica of Bucharest, Romania Mihail Costea, University Politehnica of Bucharest, Romania Ciprian Dobre, University Politehnica of Bucharest, Romania Chapter H.265 Video Streaming in Mobile Cloud Networks 238 Qi Wang, University of the West of Scotland, UK James Nightingale, University of the West of Scotland, UK Jose M Alcaraz-Calero, University of the West of Scotland, UK Chunbo Luo, University of the West of Scotland, UK Zeeshan Pervez, University of the West of Scotland, UK Xinheng Wang, University of the West of Scotland, UK Christos Grecos, University of the West of Scotland, UK Section Network and Service Virtualization Chapter 10 Virtualization Evolution: From IT Infrastructure Abstraction of Cloud Computing to Virtualization of Network Functions 279 Harilaos Koumaras, NCSR Demokritos, Greece Christos Damaskos, NCSR Demokritos, Greece George Diakoumakos, NCSR Demokritos, Greece Michail-Alexandros Kourtis, NCSR Demokritos, Greece George Xilouris, NCSR Demokritos, Greece Georgios Gardikis, NCSR Demokritos, Greece Vaios Koumaras, NCSR Demokritos, Greece Thomas Siakoulis, NCSR Demokritos, Greece Chapter 11 Towards Ubiquitous and Adaptive Web-Based Multimedia Communications via the Cloud 307 Spyros Panagiotakis, Technological Educational Institute of Crete, Greece Ioannis Vakintis, Technological Educational Institute of Crete, Greece Haroula Andrioti, Technological Educational Institute of Crete, Greece Andreas Stamoulias, Technological Educational Institute of Crete, Greece Kostas Kapetanakis, Technological Educational Institute of Crete, Greece Athanasios Malamos, Technological Educational Institute of Crete, Greece Chapter 12 A Resource Prediction Engine for Efficient Multimedia Services Provision 361 Yiannos Kryftis, University of Nicosia, Cyprus George Mastorakis, Technological Educational Institute of Crete, Greece Constandinos X Mavromoustakis, University of Nicosia, Cyprus Jordi Mongay Batalla, National Institute of Telecommunications, Poland & Warsaw University of Technology, Poland Athina Bourdena, University of Nicosia, Cyprus Evangelos Pallis, Technological Educational Institute of Crete, Greece ... challenges for mobile cloud computing in the area of resource management focusing on both parts of the infrastructure: mobile devices and cloud networks Starting with introducing mobile cloud computing, ... Section Mobile Cloud Resource Management This section examines the various types of resource management techniques that are available for the mobile clouds, such as resource offloading, mobile cloud. .. importance of resource management in the operation of mobile cloud services presenting various types of resources available for cloud computing Furthermore, it examines the various types of resource management