Advanced Information Networking and Applications

Advances in Intelligent Systems and Computing Volume 926 Series editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing such as: computational intelligence, soft computing including neural networks, fuzzy systems, evolutionary computing and the fusion of these paradigms, social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligent network security, trust management, interactive entertainment, Web intelligence and multimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink ** Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India e-mail: [email protected] Members Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba e-mail: [email protected] Emilio S. Corchado, University of Salamanca, Salamanca, Spain e-mail: [email protected] Hani Hagras, School of Computer Science & Electronic Engineering, University of Essex, Colchester, UK e-mail: [email protected] László T. Kóczy, Department of Information Technology, Faculty of Engineering Sciences, Győr, Hungary e-mail: [email protected] Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA e-mail: [email protected] Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan e-mail: [email protected] Jie Lu, Faculty of Engineering and Information, University of Technology Sydney, Sydney, NSW, Australia e-mail: [email protected] Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico e-mail: [email protected] Nadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro, Rio de Janeiro, Brazil e-mail: [email protected] Ngoc Thanh Nguyen, Wrocław University of Technology, Wrocław, Poland e-mail: [email protected] Jun Wang, Department of Mechanical and Automation, The Chinese University of Hong Kong, Shatin, Hong Kong e-mail: [email protected] More information about this series at http://www.springer.com/series/11156 Leonard Barolli Makoto Takizawa Fatos Xhafa Tomoya Enokido • • • Editors Advanced Information Networking and Applications Proceedings of the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019) 123 Editors Leonard Barolli Department of Information and Communication Engineering Fukuoka Institute of Technology Fukuoka, Japan Makoto Takizawa Department of Advanced Sciences Hosei University Koganei-Shi, Tokyo, Japan Fatos Xhafa Department of Computer Science Technical University of Catalonia Barcelona, Barcelona, Spain Tomoya Enokido Faculty of Business Administration Rissho University Tokyo, Japan ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems and Computing ISBN 978-3-030-15031-0 ISBN 978-3-030-15032-7 (eBook) https://doi.org/10.1007/978-3-030-15032-7 Library of Congress Control Number: 2019933217 © 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 address is: Gewerbestrasse 11, 6330 Cham, Switzerland Welcome Message from AINA-2019 Steering Committee Co-chairs Welcome to the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019). It is our great pleasure and honor to hold AINA-2019 at Kunibiki Messe, Matsue, Japan, from March 27 to March 29, 2019. On behalf of the AINA Steering Committee and AINA-2019 Organizing Committee, we would like to express to all participants our cordial welcome and high respect. AINA is an international forum, where scientists and researchers from academia and industry working in various scientific and technical areas of networking and distributed computing systems can demonstrate new ideas and solutions in distributed computing systems. AINA was born in Asia, but it is now an international conference with high quality thanks to the great help and cooperation of many international friendly volunteers. AINA is a very open society and is always welcoming international volunteers from any country and any area in the world. In conjunction with AINA-2019 main conference, we have also 14 international workshops. An international conference can be organized by support and great voluntary efforts of many people and organizations. Our main responsibility is to coordinate various tasks carried out with other willing and talented volunteers. We would like to thank AINA-2019 general co-chairs, PC co-chairs, workshops’ co-chairs, track area chairs, PC members, and workshops’ organizers for their great efforts to make AINA-2019 a very successful event. We have special thanks to the finance chair and web administrator co-chairs. We would like to take opportunity to thank all members of the Organization Committee and Program Committee as well as all reviewers for their hard work to make the reviews on time and authors for submitting the papers. We would like to thank Local Arrangement Team for the technical support and good local arrangement for the conference. v vi Welcome Message from AINA-2019 Steering Committee Co-chairs Finally, we would like to thank: Matsue City, Shimane Prefecture, The Telecommunications Advancement Foundation (TAF), Japan, for their financial support. We do hope that you will have a great time in Matsue, Japan. Makoto Takizawa Leonard Barolli AINA Steering Committee Co-chairs Welcome Message from AINA-2019 General Co-chairs It is our great pleasure to welcome you all at the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019), which will be held at Kunibiki Messe, Matsue, Japan, from March 27 to March 29, 2019. AINA International Conference is a forum for sharing ideas and research work in the emerging areas of information networking and their applications. The area of advanced networking has grown very rapidly, and the applications around it have experienced an explosive growth especially in the area of pervasive and mobile applications, sensor networks, ad hoc networks, vehicular networks, multimedia computing and social networking, semantic collaborative systems, as well as grid, P2P, IoT, and cloud computing. This advanced networking revolution is transforming the way people live, work, and interact with each other and is impacting the way business, education, entertainment, and health care are operating. The papers included in the proceedings cover theory, design, and application of computer networks, distributed computing, and information systems. Each year AINA receives a lot of paper submissions from all around the world. It has maintained high-quality accepted papers and is aspiring to be one of the main international conferences on the information networking in the world. In conjunction with AINA-2019 conference, there are 14 workshops, which also accepted good-quality papers. An international conference of this size requires the support and help of many people. A lot of people have helped and worked hard to produce a successful AINA-2019 technical program and conference proceedings. First, we would like to thank all authors for submitting their papers, the session chairs, and distinguished keynote speakers. We are indebted to program area chairs, Program Committee members, and reviewers, who carried out the most difficult work of carefully evaluating the submitted papers. We would like to give our special thanks to Prof. Makoto Takizawa and Prof. Leonard Barolli, the co-chairs of the Steering Committee, for their strong encouragement, guidance, and insights, and for spending a lot of energy for conference organization and shaping the conference program. We would like to thank PC co-chairs and workshops’ co-chairs of AINA-2019 for their great contribution to vii viii Welcome Message from AINA-2019 General Co-chairs the success of the conference. Our special thanks go to the finance chair and web administrator co-chairs. Finally, we would like to thank the Local Arrangement Team for the support and good local arrangement for the conference. We do hope that you will have a great time in Matsue, Japan. Tomoya Enokido Farookh Hussain Alireza Shahrabi AINA-2019 General Co-chairs Welcome Message from AINA-2019 Program Committee Co-chairs Welcome to the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019), which will be held at Kunibiki Messe, Matsue, Japan, from March 27 to March 29, 2019. The purpose of AINA conference is to bring together researchers, developers, and industrial experts to share new ideas and recent research results in the emerging areas of information networking and their applications. The papers included in the proceedings cover all aspects of theory, design, and application of computer networks and distributed computing systems. Most of the papers deal with new trends in information networking, such as wireless sensor networks, ad hoc networks, cloud computing, peer-to-peer systems, grid computing, pervasive and ubiquitous systems, multimedia systems, security, multi-agent systems, IoT, and web-based systems. This edition AINA received many paper submissions from all over the world. Each submission was peer-reviewed by Program Committee members and invited external reviewers. Finally, the Program Committee accepted 112 papers (about 25% acceptance ratio), which will be presented during the conference days. Unfortunately, many interesting and good papers could not be accepted in AINA-2019 due to the limited number of time slots allocated for presentations at the conference. We are very proud and honored to have two distinguished keynote talks by Dr. Markus Aleksy, ABB AG, Germany, and Naohiro Hayashibara, Kyoto Sangyo University, Japan, who will present their recent work and will give new insights and ideas to the conference participants. Organizing an international conference of this size is of course a team effort. Therefore, we gladly admit that we had the help of many very professional people. First of all, we would like to thank all the authors for their interesting contributions since they shape the program and make it interesting for the audience. Moreover, we would like to express our thankfulness to all program vice chairs for their great efforts. Additionally, we would like to thank all Program Committee members and reviewers who carried out the most important work to evaluate the submitted papers. We also thank the workshops’ co-chairs for organizing many excellent ix x Welcome Message from AINA-2019 Program Committee Co-chairs workshops and symposiums, which enrich the conference and provide additional opportunities for discussions and future co-operations. The great success of the AINA conference series would not be possible without the enormous commitment and support of the Steering Committee co-chairs Prof. Makoto Takizawa and Prof. Leonard Barolli. Therefore, we would like to thank them for their strong encouragement and guidance. The general coordination of an event such as AINA conference requires a lot of coordination effort as well as many other activities related to the conference organization. Here, we thank the general co-chairs for their great support and invaluable suggestions. We give special thanks to the finance chair and web administrator co-chairs for their great efforts and efficient work to deal with many conference matters. We hope you will enjoy the conference and readings and have a great time in Matsue, Japan. Akimitsu Kanzaki Flora Amato Omar Hussain AINA-2019 Program Committee Co-chairs Welcome Message from AINA-2019 Workshops’ Co-chairs Welcome to AINA-2019 workshops to be held in conjunction with the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019) at Kunibiki Messe, Matsue, Japan, from March 27 to March 29, 2019. The goal of AINA workshops is to provide a forum for international researchers and practitioners to exchange and share their new ideas, research results, and ongoing work on leading-edge topics in the different fields of information networks and their applications. Some of the accepted workshops deal with topics that open up perspectives beyond the ordinary, thus enriching the topics usually addressed by the AINA conference. For this edition, the following 14 symposiums and workshops will be held with AINA-2019. 1. The 15th International Symposium on Frontiers of Information Systems and Network Applications (FINA-2019) 2. The 15th International Workshop on Heterogeneous Wireless Networks (HWISE-2019) 3. The 12th International Symposium on Mining and Web (MAW-2019) 4. The 12th International Workshop on Bio and Intelligent Computing (BICom-2019) 5. The 12th International Workshop on Telecommunication Networking, Applications and Systems (TeNAS-2019) 6. The 10th International Workshop on Disaster and Emergency Information Network Systems (IWDENS-2019) 7. The 7th International Workshop on Collaborative Emerging Systems (COLLABES-2019) 8. The 6th International Workshop on Security Intricacies in Cyber-Physical Systems and Services (INTRICATE-SEC-2019) 9. The 5th International Workshop on Engineering Energy Efficient InternetWorked Smart seNsors (E3WSN-2019) xi xii Welcome Message from AINA-2019 Workshops’ Co-chairs 10. The 4th International Workshop on Innovative Technologies in Informatics and Networking (WITIN-2019) 11. The 4th International Workshop on Big Data Processing in Online Social Network (BOSON-2019) 12. The 2nd International Workshop on Internet of Everything and Machine Learning Applications (IOEMLA-2019) 13. The 1st International Workshop on Multi-Clouds and Mobile Edge Computing (M2EC-2019) 14. The 1st Workshop on Artificial Intelligence and Machine Learning (AIMAL-2019) We would like to thank the community for their great response to AINA-2019 workshops. The excellent technical program of the workshops was the result of a professional work from workshop chairs, workshop program committees, reviewers, and authors. We would like to give our special thanks to Prof. Makoto Takizawa and Prof. Leonard Barolli, the Steering Committee chairs of AINA International Conference, for their strong encouragement and guidance to organize the AINA-2019 workshops and symposiums. We would like to thank AINA-2019 general co-chairs for their advices to make possible organization of AINA-2019 workshops and symposiums. We are thankful to AINA-2019 program co-chairs for their support and help to prepare the technical program of AINA-2019 workshops and symposiums. We wish all of you entertaining and rewarding experience in all workshops and AINA-2019 International Conference. Hui-Huang Hsu Omid Ameri Sianaki Rubem Pereira AINA-2019 Workshops’ Co-chairs AINA-2019 Organizing Committee General Co-chairs Tomoya Enokido Farookh Hussain Alireza Shahrabi Rissho University, Japan University of Technology Sydney, Australia Glasgow Caledonian University, UK Program Committee Co-chairs Akimitsu Kanzaki Flora Amato Omar Hussain Shimane University, Japan University of Naples Federico II, Italy University of New South Wales, Australia Workshops’ Co-chairs Hui-Huang Hsu Omid Ameri Sianaki Rubem Pereira Tamkang University, Taiwan Victoria University, Australia Liverpool John Moores University, UK International Special Issue Journal Co-chairs Fatos Xhafa David Taniar Isaac Woungang Technical University of Catalonia, Spain Monash University, Australia Ryerson University, Canada xiii xiv AINA-2019 Organizing Committee Award Co-chairs Marek Ogiela Kin Fun Li Markus Aleksy Fang-Yie Leu AGH University of Science and Technology, Poland University of Victoria, Canada ABB AG, Germany Tunghai University, Taiwan Publicity Co-chairs Arjan Durresi Akio Koyama Wenny Rahayu Lidia Ogiela IUPUI, USA Yamagata University, Japan La Trobe University, Australia AGH University of Science and Technology, Poland International Liaison Co-chairs Nadeem Javaid Minoru Uehara Hsing-Chung Chen COMSATS University Islamabad, Pakistan Toyo University, Japan Asia University, Taiwan Local Arrangement Co-chairs Elis Kulla Keita Matsuo Okayama University of Science, Japan Fukuoka Institute of Technology, Japan Finance Chair Makoto Ikeda Fukuoka Institute of Technology, Japan Web Chairs Donald Elmazi Yi Liu Miralda Cuka Kevin Bylykbashi Fukuoka Fukuoka Fukuoka Fukuoka Institute Institute Institute Institute of of of of Technology, Technology, Technology, Technology, Japan Japan Japan Japan AINA-2019 Organizing Committee xv Steering Committee Chairs Makoto Takizawa Leonard Barolli Hosei University, Japan Fukuoka Institute of Technology, Japan Tracks and Program Committee Members 1. Network Protocols and Applications Track Co-chairs Bhed Bahadur Bista Francesco Palmieri Iwate Prefectural University, Japan University of Salerno, Italy TPC Members Jiahong Wang Shigetomo Kimura Chotipat Pornavalai Danda B. Rawat Gongjun Yan Akio Koyama Sachin Shetty Sasthi C. Ghosh Arcangelo Castiglione Raffaele Pizzolante Ugo Fiore Massimo Ficco Mauro Iacono Sergio Ricciardi Iwate Prefectural University, Japan University of Tsukuba, Japan King Mongkut’s Institute of Technology Ladkrabang, Thailand Howard University, USA University of Southern Indiana, USA Yamagata University, Japan Old Dominion University, USA Indian Statistical Institute, India University of Salerno, Italy University of Salerno, Italy Parthenope University of Naples, Italy University of Campania Luigi Vanvitelli, Italy University of Campania Luigi Vanvitelli, Italy Barcelonatech, Spain 2. Next Generation Wireless Networks Track Co-chairs Li-Der Chou Isaac Woungang Tuleen Boutaleb National Central University, Taiwan Ryerson University, Canada Glasgow Caledonian University, UK xvi AINA-2019 Organizing Committee TPC Members Yoshiyuki Kido Susumu Date Te-Lung Liu Yuh-Shyan Chen Chiu-Ching Tuan Guey-Yun Chang Luca Caviglione Andrea Ceccarelli Telex Magloire Ngatched Nkouatchah Marcello Luiz Brocardo Glaucio Carvalho Gaurav Indra Marcello Trovati Petros Nicopolitidis Goutam Mali Lei Shu Xiaoping Che Marco Antonio To Felipe Lalanne Hwee Pink Tan Victor Ramiro Chihi Houda Chun-Wei Tsai Leonardo Montecchi R. K. Pateriya Manas Khatua Sherali Zeadally Yasir Malik Danda B. Rawat Weichao Wang Petros Nicopolitidis Ilsun You Luca Caviglione Hamed Aly Rohit Ranchal Osaka University, Japan Osaka University, Japan National Center for High-performance Computing, Taiwan National Taipei University, Taiwan National Taipei University of Technology, Taiwan National Central University, Taiwan National Research Council of Italy (CNR), Italy University of Firenze, Italy Memorial University of Newfoundland, Canada Universidade do Estado de Santa Catarina, Brazil Ryerson University, Canada University of Delhi, India University of Derby, UK Aristotle University of Thessaloniki, Greece Xavier University Bhubaneswar, India Guangdong University of Petrochemical Technology, China Beijing Jiaotong University, China Galileo University, Guatemala Inria Chile, Chile Singapore Management University, Singapore EasyMile, France Laboratoire de recherche Innov’COM à Sup’Com, Tunisia National Chung Hsing University, Taiwan University of Campinas, Brazil MANIT Bhopal, India Indian Institute of Technology Jodhpur, India University of Kentucky, USA Concordia University of Edmonton, Canada Howard University, USA University of North Carolina at Charlotte, USA Aristotle University of Thessaloniki, Greece Soonchunhyang University, Korea Institute for Applied Mathematics and Information Technologies, National Research Council of Italy (CNR), Italy Acadia University, Canada IBM Watson Health Cloud, USA AINA-2019 Organizing Committee Sherif Saad Ahmed Wei Lu Marcelo Luiz Brocardo Juggapong Natwichai Neeraj Kumar Brian Stewart Roberto Ramirez-Iniguez Huan Nguyen Quoc-Tuan Vien Imed Romdhani xvii University of Windsor, Canada Keene State College, USA Universidade do Estado de Santa Catarina, Brazil Chiang Mai University, Thailand Thapar University, India University of Strathclyde, UK Glasgow Caledonian University, UK Middlesex University London, UK Middlesex University London, UK Edinburgh Napier University, UK 3. Multimedia Systems and Applications Track Co-chairs Hiroaki Nishino Markus Aleksy Oita University, Japan ABB AG, Germany TPC Members Yong-Moo Kwon Yoshihiro Okada Makoto Nakashima Nobukazu Iguchi Kenzi Watanabe Philipp Bauer Norman Franchi Fabian Mackenthun Andreas Müller Michael Schneider Hans Schotten Korea Institute of Science and Technology, Korea Kyushu University, Japan Oita University, Japan Kinki University, Japan Hiroshima University, Japan ABB AG, Germany Technical University of Dresden, Germany NXP Semiconductors Germany GmbH, Germany Robert Bosch GmbH, Germany Bosch Rexroth AG, Germany DFKI, Germany 4. Pervasive and Ubiquitous Computing Track Co-chairs Chih-Lin Hu Neil Yen Vamsi Paruchuri National Central University, Taiwan The University of Aizu, Japan University of Central Arkansas, USA xviii AINA-2019 Organizing Committee TPC Members Hong Va Leong Ling-Jyh Chen Yao-Hua Ho Jiun-Long Huang Somchoke Ruengittinun Tanapat Anusas-Amornkul Xin-Mao Huang Jen-Wei Huang Hui Lin Xiaokang Zhou Moloud Abdar Jason Hung Chun-Chia Wang Sriram Chellappan Yu Sun Qiang Duan Jessie Walker Han-Chieh Wei Hong Kong Polytechnic University, Hong Kong Academia Sinica, Taiwan National Taiwan Normal University, Taiwan National Chiao Tung University, Taiwan Kasetsart University, Thailand King Mongkut’s University of Technology North Bangkok, Thailand Aletheia University, Taiwan National Cheng Kung University, Taiwan Tamkang University, Taiwan Shiga University, Japan The University of Aizu, Japan Overseas Chinese University, Taiwan City University, Taiwan University of South Florida, USA University of Central Arkansas, USA Penn State University, USA Jackson State University, USA Dallas Baptist University, USA 5. Internet Computing and E-Learning Track Co-chairs Santi Caballe Akio Koyama Open University of Catalonia, Spain Yamagata University, Japan TPC Members Nicola Capuano Thanasis Daradoumis Elisabetta Fersini Angelo Gaeta Giuseppe Guarino Krassen Stefanov Jordi Conesa David Gañan Jorge Miguel Minoru Uehara Fumiaki Sato Tomoyuki Nagase Bhed Bista University of Salerno, Italy University of the Aegean, Greece University of Milan-Bicocca, Italy University of Salerno, Italy University of Salerno, Italy Sofia University “St. Kliment Ohridski,” Bulgaria Open University of Catalonia, Spain Open University of Catalonia, Spain Grupo San Valero, Spain Toyo University, Japan Toho University, Japan Hirosaki University, Japan Iwate Prefectural University, Japan AINA-2019 Organizing Committee Makoto Ikeda Keita Matsuo Shingo Yamaguchi Kazuyuki Kojima Shinji Sugawara Noritaka Shigei Yukinobu Fukushima Khin Khin Zaw Nobuo Funabiki xix Fukuoka Institute of Technology, Japan Fukuoka Institute of Technology, Japan Yamaguchi University, Japan Saitama University, Japan Chiba Institute of Technology, Japan Kagoshima University, Japan Okayama University, Japan Okayama University, Japan Okayama University, Japan 6. Distributed Systems Database and Data Mining Track Co-chairs Eric Pardade Naohiro Hayashibara La Trobe University, Australia Kyoto Sangyo University, Japan TPC Members Asm Kayes Ronaldo dos Santos Mello Saqib Ali Hong Quang Nguyen Md Saiful Islam Salimur Choudhury Kanwalinderjit Gagneja Toshihiro Yamauchi Franco Frattolillo Mohammad Shojafar Ji Zhang Xiaofeng Ding Lucian Podan La Trobe University, Australia Universidade Federal de Santa Catarina, Brazil Sultan Qaboos University, Oman Ho Chi Minh City International University, Vietnam Griffith University, Australia Lakehead University, Canada Florida Polytechnic University, USA Okayama University, Japan University of Sannio, Italy University of Padova, Italy University of Southern Queensland, Australia HUST, China Polytechnic University of Timisoara, Romania 7. Grid, P2P, and Scalable Computing Track Co-chairs Fumiaki Sato Tomoki Yoshihisa Toho University, Japan Osaka University, Japan xx AINA-2019 Organizing Committee TPC Members Akira Kanaoka Yoshiaki Terashima Atsushi Takeda Tomoya Kawakami Yusuke Gotoh Yuuichi Teranishi Akimitsu Kanzaki Toho University, Japan Soka University, Japan Tohoku Gakuin University, Japan NAIST, Japan Okayama University, Japan NICT, Japan Shimane University, Japan 8. Agents, Semantics and Intelligent Computing Track Co-chairs Salvatore Vitabile Farookh Hussain Takahiro Uchiya University of Palermo, Italy University of Technology Sydney, Australia Nagoya Institute of Technology, Japan TPC Members Vincenzo Conti Minoru Uehara Mauro Migliardi Roberto Pirrone Massimo Cossentino Hai Dong Mohammad Younas Geoff Skinner Mukesh Prasad Salem Alkhalaf Atsuko Mutoh Shinsuke Kajioka Ryota Nishimura Shohei Kato University of Enna Kore, Italy Toyo University, Japan University of Padua, Italy University of Palermo, Italy Italian National Research Council (CNR), Italy RMIT University, Australia Oxford Brookes University, UK Newcastle University, Australia University of Technology Sydney, Australia Qassim University, Saudi Arabia Nagoya Institute of Technology, Japan Nagoya Institute of Technology, Japan Tokushima University, Japan Nagoya Institute of Technology, Japan 9. Cloud, Data Centers, and Services Computing Track Co-chairs Asm Kayes Salvatore Venticinque La Trobe University, Australia University of Campania Luigi Vanvitelli, Italy AINA-2019 Organizing Committee xxi TPC Members Alex Ng Alan Colman Lianhua Chi Iqbal H. Sarker Stanley Shanapinda Iman Avazpour Mohamed Abdelrazek Amani Ibrahim Giancarlo Fortino Massimiliano Rak Jason J. Jung Dimosthenis Kyriazis La Trobe University, Australia Swinburne University of Technology, Australia La Trobe University, Australia Swinburne University of Technology, Australia La Trobe University, Australia Deakin University, Australia Deakin University, Australia Deakin University, Australia University of Calabria, Italy University of Campania Luigi Vanvitelli, Italy Chung-Ang University, Korea University of Piraeus, Greece 10. Internet of Things and Social Networking Track Co-chairs Nadeem Javaid Shusuke Okamoto COMSATS University Islamabad, Pakistan Seikei University, Japan TPC Members Safdar Hussain Bouk Kamran Munir Syed Hassan Ahmed Muhammad Imran Sohail Iqbal Hiroki Sakaji Jun Iio Masaru Kamada Masaki Kohana Shinji Sakamoto Daegu Gyeongbuk Institute of Science and Technology (DGIST), Korea University of the West of England, UK Georgia Southern University, USA King Saud University (KSU), Saudi Arabia National University of Sciences and Technology (NUST), Pakistan The University of Tokyo, Japan Chuo University, Japan Ibaraki University, Japan Ibaraki University, Japan Seikei University, Japan 11. Security, Privacy, and Trust Computing Track Co-chairs Ren-Junn Hwang Omar Hussain Hiroaki Kikuchi Tamkang University, Taiwan University of New South Wales, Australia Meiji University, Japan xxii AINA-2019 Organizing Committee TPC Members Yongfeng Huang Hung-Min Sun Chun-I Fan Nai-Wei Lo Raylin Tso Hui Tian Sazia Parvin Saqib Ali Farookh Hussain Adil Hammadi Asif Gill Kouichi Sakurai Takamichi Saito Shou-Hsuan Stephen Huang Isao Echizen Sushmita Ruj Tsinghua University, China National Tsing Hua University, Taiwan National Sun Yat-sen University, Taiwan National Taiwan University of Science and Technology, Taiwan National Chengchi University, Taiwan National Huaqiao University, China UNSW, Australia Sultan Qaboos University, Oman University of Technology Sydney, Australia Curtin University, Australia University of Technology Sydney, Australia Kyushu University, Japan Meiji University, Japan University of Houston, USA National Institute of Informatics, Japan Indian Statistical Institute, India 12. Cognitive and Neural Computing with Application Track Co-chairs Lidia Ogiela Hoon Ko AGH University of Science and Technology, Poland Chosun University, Korea TPC Members Goreti Marreiros Urszula Ogiela Kitae Bae Jongsun Choi Libor Měsíček Francesco Pascale Institute of Engineering of Polytechnic of Porto, Portugal AGH University of Science and Technology, Poland Seoul Media Institute of Technology, Korea Soongsil University, Korea J.E. Purkyně University, Czech Republic University of Salerno, Italy AINA-2019 Organizing Committee xxiii AINA-2019 Reviewers Adil Hammadi Admir Barolli Ahmed Dawoud Ahmed Elmokashfi Akio Koyama Amir Taherkordi Andrea Ceccarelli Angelo Gaeta Arcangelo Castiglione Arjan Durresi Ashkan Yousefi Asm Kayes Bhed Bista Chiu-Ching Tuan Chun-Chia Wang Chun-Il Fan Chun-Wei Tsai Danda Rawat Dimitris Apostolou Elis Kulla Eric Pardede Fabian Mackenthun Farookh Hussain Farshid Hajati Fatos Xhafa Feroz Zahid Francesco Palmieri Fumiaki Sato Gongjun Yan Goutam Mali Hai Dong Hans Schotten Hiroaki Kikuchi Hiroaki Nishino Hong Quang Nguyen Houda Chihi Hung-Min Sun Hwee Pink Tan Isao Echizen Jawwad Shamsi Jen-Wei Haung Jesús Escudero-Sahuquillo Jiahong Wang Jiun-Long Huang Jörg Domaschka Kazuyuki Kojima Keita Matsuo Kyriakos Kritikos Lei Shu Leonard Barolli Leonardo Montecchi Li-Der Chou Makoto Nakashima Makoto Takizawa Marco Antonio To Masaki Kohana Massimo Ficco Mauro Iacono Minoru Uehara Mukesh Prasad Nadeem Javaid Nai-Wei Lo Nicola Capuano Nobukazu Iguchi Noritaka Shigei Norman Franchi Omer Rana Omid Ameri Sianaki Øyvind Ytrehus Paresh Saxena Pawel Skrzypek Philip Moore Philipp Bauer Pornavalai Chotipat Qiang Duan Quentin Jacquemart Raffaele Pizzolante Rajesh Pateriya Ralph Holz Raylin Tso Ren-Junn Hwang Roberto Pirrone Ronaldo dos Santos Mellos Rubem Pereira xxiv Sabita Maharjan Sachin Shetty Salman Taherizadeh Santi Caballé Saqib Ali Sasthi Ghosh Sergio Ricciardi Shigetomo Kimura Shingo Yamaguchi Shinji Sakamoto Shinji Sugawara Shinsuke Kajioka Shou-Hsuan Huang Sushmita Ruj Susumu Date Takamichi Saito Te-Lung Liu Telex M. N. Ngatched AINA-2019 Organizing Committee Thomas Dreibholz Tomoya Enokido Tor Skeie Ugo Fiore Victor Ramiro Vincenzo Conti Vlado Stankovski Wang Xu An Xiaoping Che Xiaoyi Lu Xing Zhou Xuejun Cai Yiannis Verginadis Yongfeng Huang Yoshihiro Okada Yoshiyuki Kido Yuh-Shyan Chen AINA-2019 Keynote Talks Utilizing Wireless Communication to Enable New Types of Industrial Applications Markus Aleksy ABB AG Corporate Research Center, Ladenburg, Germany Abstract. The recent progress in the development of wireless communication technologies enables new types of industrial applications. Traditional industrial systems usually rely on wired communication technologies to connect sensors and actuators. However, these type of communication needs to be replaced by wireless technologies in future to address new developments, such as mixed reality applications, automated guided vehicles, moving robots and drones or achieving higher flexibility required by increasing demand for highly customized products and adaptable production facilities. In this talk, we will address and discuss representative use cases and concepts focusing on the usage of wireless technologies in an industrial setting. Moreover, we will present the related challenges and requirements of communication networks in such environments and discuss the applicability of 5th generation wireless communication systems. xxvii Lévy Walk on Graphs: Message Dissemination and Uninformed Search Naohiro Hayashibara Kyoto Sangyo University, Kyoto, Japan Abstract. Random walks play an important role in computer science, spreading a wide range of topics in theory and practice, including networking, distributed systems, and optimization. Particularly, Lévy walk, a family of random walks, has attracted attention in recent years in the context of mobile ad-hoc networks, delay-tolerant networks, opportunistic communication, and global optimization problems. It is also used as a model of various things not only in informatics but also in biology and environmental science. Lévy walk is a mathematical fractal which is characterized by long segments followed by shorter hops in random directions. More precisely, the step distance obeys the power law distribution. The pattern has been found by Paul Lévy, but the similar pattern has also been evolved as a naturally selected strategy that gives animals and insects an edge in the search for sparse targets to survive. In fact, this movement pattern has been observed in the molecular machinery operating in cells, bacteria, the behavior of honeybees, mussels, mud snails, wandering albatross and shearwaters. In the area of computer science, it is most likely to be used as the mobility model in mobile ad-hoc networks because of the statistical similarity of human mobility. Most of the research work, however, assumes a continuous plane and hardly any results on graphs are available. The goal of this keynote is introducing Lévy walk and its variants and presenting the challenge on Geometric graphs, especially Unit disk graphs, regarding message dissemination and uninformed search by using Lévy walk. The results on both message dissemination and uninformed search show that Lévy walk is quite efficient compared to random walks because of its ballistic trajectory. They also clarify the relationship between the efficiency of message dissemination and uninformed search, and the average degree/the diameter of the graphs. xxix Contents Electricity Load Forecasting in Smart Grids Using Support Vector Machine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Nasir Ayub, Nadeem Javaid, Sana Mujeeb, Maheen Zahid, Wazir Zada Khan, and Muhammad Umar Khattak Optimization of Response and Processing Time for Smart Societies Using Particle Swarm Optimization and Levy Walk . . . . . . . . . . . . . . . Ayesha Anjum Butt, Zahoor Ali Khan, Nadeem Javaid, Annas Chand, Aisha Fatima, and Muhammad Talha Islam On Maximizing User Comfort Using a Novel Meta-Heuristic Technique in Smart Home . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sajjad Khan, Zahoor Ali Khan, Nadeem Javaid, Waleed Ahmad, Raza Abid Abbasi, and Hafiz Muhammad Faisal Towards Efficient Energy Management in a Smart Home Using Updated Population . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Hafiz Muhammad Faisal, Nadeem Javaid, Zahoor Ali Khan, Fahad Mussadaq, Muhammad Akhtar, and Raza Abid Abbasi A New Memory Updation Heuristic Scheme for Energy Management System in Smart Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Waleed Ahmad, Nadeem Javaid, Sajjad Khan, Maria Zuraiz, Tayyab Awan, Muhammad Amir, and Raza Abid Abbasi Towards Efficient Scheduling of Smart Appliances for Energy Management by Candidate Solution Updation Algorithm in Smart Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sahibzada Muhammad Shuja, Nadeem Javaid, Muhammad Zeeshan Rafique, Umar Qasim, Raja Farhat Makhdoom Khan, Ayesha Anjum Butt, and Murtaza Hanif 1 14 26 39 53 67 xxxi xxxii Contents Minimizing Daily Electricity Cost Using Bird Chase Scheme with Electricity Management Controller in a Smart Home . . . . . . . . . . Raza Abid Abbasi, Nadeem Javaid, Shujat ur Rehman, Amanulla, Sajjad Khan, Hafiz Muhammad Faisal, and Sajawal Ur Rehman Khan Optimal Power Flow with Uncertain Renewable Energy Sources Using Flower Pollination Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . Muhammad Abdullah, Nadeem Javaid, Inam Ullah Khan, Zahoor Ali Khan, Annas Chand, and Noman Ahmad 82 95 Efficient Information Flow Control by Reducing Meaningless Messages in P2PPSO Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 Shigenari Nakamura, Tomoya Enokido, Leonard Barolli, and Makoto Takizawa Comparison of Intelligent Algorithms with FACTS Devices for Minimization of Total Power Losses . . . . . . . . . . . . . . . . . . . . . . . . . 120 Shohreh Monshizadeh, Gunne John Hegglid, and Svein Thore Hagen Energy-Efficient Recovery Algorithm in the Fault-Tolerant Tree-Based Fog Computing (FTBFC) Model . . . . . . . . . . . . . . . . . . . . . 132 Ryuji Oma, Shigenari Nakamura, Dilawaer Duolikun, Tomoya Enokido, and Makoto Takizawa Energy-Efficient Group Migration of Virtual Machines in a Cluster . . . 144 Dilawaer Duolikun, Tomoya Enokido, and Makoto Takizawa A Secure and Trustworthy Intelligent System for Clustering in VANETs Using Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156 Kevin Bylykbashi, Yi Liu, Donald Elmazi, Keita Matsuo, Makoto Ikeda, and Leonard Barolli Terminal Access Data Anomaly Detection Based on Random Forest for Power User Electric Energy Data Acquisition System . . . . . . . . . . . 166 Xiaobing Liang, Bing Zhao, Qian Ma, Bang Sun, and Baojiang Cui Multi-level Authentication Protocols Using Scientific Expertise Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176 Marek R. Ogiela and Lidia Ogiela Biometric-Based Linguistic Solutions for Data Encryption and Sharing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181 Urszula Ogiela, Makoto Takizawa, and Lidia Ogiela Dependability Analysis for On-Demand Computing Based Transaction Processing System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 188 Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, and Kamlesh Dutta Contents xxxiii A Comparative Analysis of Trust Requirements in Decentralized Identity Management . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 200 Andreas Grüner, Alexander Mühle, Tatiana Gayvoronskaya, and Christoph Meinel Combined Methods Based Outlier Detection for Water Pipeline in Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214 Oussama Ghorbel, Aya Ayadi, Rami Ayadi, Mohammed Aseeri, and Mohamed Abid The Improved Energy-Efficient Quorum Selection with Excluding Meaningless Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225 Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa A Fuzzy-Based System for Actor Node Selection in WSANs Considering Level of Received Signal . . . . . . . . . . . . . . . . . . . . . . . . . . . 238 Donald Elmazi, Miralda Cuka, Makoto Ikeda, Leonard Barolli, and Makoto Takizawa Selection of IoT Devices in Opportunistic Networks: A Fuzzy-Based Approach Considering IoT Device’s Selfish Behaviour . . . . . . . . . . . . . . 251 Miralda Cuka, Donald Elmazi, Makoto Ikeda, Keita Matsuo, Leonard Barolli, and Makoto Takizawa Detecting Mental Health Illness Using Short Comments . . . . . . . . . . . . 265 Takahiro Baba, Kensuke Baba, and Daisuke Ikeda On the Weakest Failure Detector for Read/Write-Based Mutual Exclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 272 Carole Delporte-Gallet, Hugues Fauconnier, and Michel Raynal An Active Signaling Mechanism to Reduce Access Collisions in a Distributed TDMA Based MAC Protocol for Vehicular Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 286 Fouzi Boukhalfa, Mohamed Hadded, Paul Muhlethaler, and Oyunchimeg Shagdar Estimation of Tags Using Various Data for Online Videos . . . . . . . . . . . 301 Hiroki Sakaji, Akio Kobayashi, Masaki Kohana, Yasunao Takano, and Kiyoshi Izumi Framework for Feature Selection in Health Assessment Systems . . . . . . 313 Ayesha Ubaid, Fan Dong, and Farookh Kadeer Hussain A Framework to Achieve Full Waypoint Enforcement in Hybrid SDN Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325 Sandhya Rathee, T. Dinesh Ram Kumar, K. Haribabu, and Ashutosh Bhatia xxxiv Contents A New Fuzzy Logic Based Model for Location Trust Estimation in Electric Vehicular Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341 Ilhem Souissi, Nadia Ben Azzouna, Tahar Berradia, and Lamjed Ben Said Angular Histogram-Based Visualisation of Network Traffic Flow Measurement Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353 Adrian Pekar, Mona B. H. Ruan, and Winston K. G. Seah Performance Analysis of WMNs by WMN-PSODGA Simulation System Considering Weibull and Chi-square Client Distributions . . . . . 366 Admir Barolli, Shinji Sakamoto, Leonard Barolli, and Makoto Takizawa An NSH-Enabled Architecture for Virtualized Network Function Platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 376 Vinícius F. Garcia, Leonardo C. Marcuzzo, Giovanni V. Souza, Lucas Bondan, Jéferson C. Nobre, Alberto E. Schaeffer-Filho, Carlos R. P. dos Santos, Lisandro Z. Granville, and Elias P. Duarte Jr. Personal Book Management Application on Blockchain . . . . . . . . . . . . . 388 Hiryu Kawaguchi, Yasunao Takano, and Hiroshi Sakuta Performance Evaluation of WMNs by WMN-PSOSA System Considering Chi-square and Exponential Client Distributions . . . . . . . . 397 Shinji Sakamoto, Leonard Barolli, and Shusuke Okamoto Realization and Preliminary Evaluation of MPI Runtime Environment on Android Cluster . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407 Masahiro Nissato, Hiroki Sugiyama, Kanemitsu Ootsu, Takeshi Ohkawa, and Takashi Yokota Accelerating the Digital Transformation of Business and Society Through Composite Business Ecosystems . . . . . . . . . . . . . . . . . . . . . . . . 419 Shridhar Choudhary, Ian Thomas, Mehdi Bahrami, and Motoshi Sumioka An IP Multimedia Subsystem Service Discovery and Exposure Approach Based on Opinion Mining by Exploiting Twitter Trending Topics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 431 Armielle Noulapeu Ngaffo, Walid El Ayeb, and Zièd Choukair A Hybrid Cross-Layer Protocol for Wireless Sensor Networks Based on Backbone . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 446 Piercarlo Fermino Soares, João Carlos Giacomin, and Tales Heimfarth Implementing Lightweight IoT-IDS on Raspberry Pi Using Correlation-Based Feature Selection and Its Performance Evaluation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 458 Yan Naung Soe, Yaokai Feng, Paulus Insap Santosa, Rudy Hartanto, and Kouichi Sakurai Contents xxxv Quantifying the Limitations of Learning-Assisted Grammar-Based Fuzzing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 470 Yuma Jitsunari, Yoshitaka Arahori, and Katsuhiko Gondow Predicting Elephant Flows in Internet Exchange Point Programmable Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 485 Marcus Vinicius Brito da Silva, Arthur Selle Jacobs, Ricardo José Pfitscher, and Lisandro Zambenedetti Granville ISDI: A New Window-Based Framework for Integrating IoT Streaming Data from Multiple Sources . . . . . . . . . . . . . . . . . . . . . . . . . 498 Doan Quang Tu, A. S. M. Kayes, Wenny Rahayu, and Kinh Nguyen Improving Document Similarity Calculation Using Cosine-Similarity Graphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 512 Yasunao Takano, Yusuke Iijima, Kou Kobayashi, Hiroshi Sakuta, Hiroki Sakaji, Masaki Kohana, and Akio Kobayashi An Efficient Event-Based Protocol for Emergency Situations in Smart Cities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523 Sediane C. L. Hernandes, Marcelo E. Pellenz, Alcides Calsavara, and Manoel C. Penna Gossip Message Dissemination Protocols in the Presence of Link Instability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 535 Takumu Hirooka and Naohiro Hayashibara Analysis of Ethereum Smart Contracts and Opcodes . . . . . . . . . . . . . . . 546 Stefano Bistarelli, Gianmarco Mazzante, Matteo Micheletti, Leonardo Mostarda, and Francesco Tiezzi Towards 802.11g Signal Strength Estimation in an Industrial Environment: A Practical Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559 Dalton Cézane Gomes Valadares, Joseana Macêdo Fechine Régis de Araújo, Ângelo Perkusich, Marco Aurélio Spohn, Elmar Uwe Kurt Melcher, and Natália Porfírio Albuquerque Revealing Storage and Speed Transmission Emerging Technology of Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 571 Heru Susanto, Fang-Yie Leu, Didi Rosiyadi, and Chin Kang Chen A Web-Based Artwork Editing System Empowered by Neural Style Transfer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 584 Kenta Goto and Hiroaki Nishino Mobile App and Malware Classifications by Mobile Usage with Time Dynamics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 595 Yong Zheng and Sridhar Srinivasan xxxvi Contents Improvement of Self Position Estimation of Electric Wheelchair Combining Multiple Positioning Methods . . . . . . . . . . . . . . . . . . . . . . . . 607 Fumiai Sato A Roadside Unit Placement Scheme for Vehicular Ad-hoc Networks . . . 619 Seif Ben Chaabene, Taoufik Yeferny, and Sadok Ben Yahia Personality-Aware Collaborative Learning: Models and Explanations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631 Yong Zheng and Archana Subramaniyan Interfacer: A Model-Driven Development Method for SDN Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 643 João Eurípedes Pereira Júnior, Flávio de Oliveira Silva, João Henrique de Souza Pereira, and Pedro Frosi Rosa Reducing the IEEE 802.11 Beacon Overhead in Low Mobility Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 655 Gabriel de Carvalho Ferreira, Priscila Solis Barreto, and Eduardo Alchieri AXARPS: Scalable ARP Snooping Using Policy-Based Mirroring of Core Switches . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 667 Motoyuki Ohmori, Naoki Miyata, and Ichiroh Suzuta DCS-MAC: A Distributed Cross-Layer Communication Protocol for Directional Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 677 Shamanth Nagaraju, V. Sreejith, Nipun Sood, Lucy J. Gudino, Mehul Kasliwal, and Rajas Kejriwal An MQTT-SN-Based QoS Dynamic Adaptation Method for Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 690 Helbert da Rocha, Tania L. Monteiro, Marcelo Eduardo Pellenz, Manuel C. Penna, and Joilson Alves Junior Centrality Based Geocasting for Opportunistic Networks . . . . . . . . . . . 702 Jagdeep Singh, Sanjay K. Dhurandher, Isaac Woungang, and Makoto Takizawa An Efficient Data Transmission Technique for Big Video Files over HetNet in Emerging 5G Networks . . . . . . . . . . . . . . . . . . . . . . . . . 713 Richa Siddavaatam, Isaac Woungang, and Sanjay Kumar Dhurandher Backhaul-Based Cooperative Caching in Small Cell Network . . . . . . . . 725 Yu-Ting Wang, Yun-Zhan Cai, Lo-An Chen, Sian-Jhe Lin, and Meng-Hsun Tsai A MEC-Assisted Method for Early Handover Using the Fully Distributed Mobility Management (MEC-F-DMM) Architecture . . . . . . 737 Chung-Ming Huang, Duy-Tuan Dao, and Meng-Shu Chiang Contents xxxvii Link Level Capacity Analysis of Precoded FBMC/OQAM Systems . . . . 751 Jihed Ghodhbane, Noureddine Boujnah, and Ridha Bouallegue A QoS-Based Flow Assignment for Traffic Engineering in Software-Defined Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 762 Lakshmi Priya Thiruvasakan, Quoc-Tuan Vien, Jonathan Loo, and Glenford Mapp A UAV-Collaborative Sensing Method for Efficient Monitoring of Disaster Sites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 775 Akimitsu Kanzaki and Hideyuki Akagi A Scheme to Improve Stream Transaction Rates for Real-Time IoT Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 787 Chaxiong Yukonhiatou, Tomoki Yoshihisa, Tomoya Kawakami, Yuuichi Teranishi, and Shinji Shimojo A Video Data Distribution Method for Flexible Bandwidth Allocation in Hybrid Broadcasting Environments . . . . . . . . . . . . . . . . . . . . . . . . . . 799 Satoru Matsumoto and Tomoki Yoshihisa Multilingual Entity Matching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 810 Ilgiz Mustafin, Marius-Cristian Frunza, and JooYoung Lee Evaluating DASH Player QoE with MPTCP in Presence of Packet Loss . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 821 Sunit Kumar Nandi, Pranav Kumar Singh, and Sukumar Nandi VoIP Traffic Management Using a Software-Defined Networking Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 834 Paulo Vieira Jr. and Adriano Fiorese A Self Healing Microservices Architecture: A Case Study in Docker Swarm Cluster . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 846 Basel Magableh and Muder Almiani Transparent State Machine Replication for Kubernetes . . . . . . . . . . . . . 859 Felipe Borges, Luis Pacheco, Eduardo Alchieri, Marcos F. Caetano, and Priscila Solis An Optimal Travel Route Recommendation System for Tourists’ First Visit to Japan . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 872 Chen Yuan and Minoru Uehara Simulation of Secure Volunteer Computing by Using Blockchain . . . . . 883 Johjima Shota, Kaneko Kosuke, Subodh Sharma, and Sakurai Kouichi A Novel Movie Recommendation System Based on Collaborative Filtering and Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 895 Chu-Hsing Lin and Hsuan Chi xxxviii Contents Response to Co-resident Threats in Cloud Computing Using Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 904 Chu-Hsing Lin and Hsiao-Wen Lu Automatic Graph-Based Clustering for Security Logs . . . . . . . . . . . . . . 914 Hudan Studiawan, Christian Payne, and Ferdous Sohel Retrieving Text-Based Surrounding Objects in Spatial Databases . . . . . 927 Bojie Shen, Md. Saiful Islam, David Taniar, and Junhu Wang Forecasting Crypto-Asset Price Using Influencer Tweets . . . . . . . . . . . . 940 Hirofumi Yamamoto, Hiroki Sakaji, Hiroyasu Matsushima, Yuki Yamashita, Kyohei Osawa, Kiyoshi Izumi, and Takashi Shimada Challenges and Strategies for Developing Decentralized Applications Based on Blockchain Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 952 Thanh Chung Dao, Binh Minh Nguyen, and Ba Lam Do Design of Remote Heart Monitoring System for Cardiac Patients . . . . . 963 Afef Benjemmaa, Hela Ltifi, and Mounir Ben Ayed An Efficient Virtual Machine Placement via Bin Packing in Cloud Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 977 Aisha Fatima, Nadeem Javaid, Tanzeela Sultana, Mohammed Y. Aalsalem, Shaista Shabbir, and Durr-e-Adan Commodore: Fail Safe Container Scheduling in Kubernetes . . . . . . . . . 988 Christos Christodoulopoulos and Euripides G. M. Petrakis Dynamic Ranking System of Cloud SaaS Based on Consumer Preferences - Find SaaS M2NFCP . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1000 Mohammed A. Ikram, Nabin Sharma, Muhammad Raza, and Farookh Khadeer Hussain A Methodology for Automating the Cloud Data Center Availability Assessment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1011 Guto Leoni Santos, Daniel Rosendo, Demis Gomes, Leylane Ferreira, Andre Moreira, Djamel Sadok, Judith Kelner, Glauco Goncalves, Mattias Wilderman, and Patricia Takako Endo Job Scheduling Simulator for Assisting the Mapping Configuration Between Queue and Computing Nodes . . . . . . . . . . . . . . . . . . . . . . . . . . 1024 Yuki Matsui, Yasuhiro Watashiba, Susumu Date, Takashi Yoshikawa, and Shinji Shimojo MVMM: Data Center Scheduler Algorithm for Virtual Machine Migration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1034 Nawel Kortas and Habib Youssef Contents xxxix A Large-Scale Wired Network Energy Model for Flow-Level Simulations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1047 Loic Guegan, Betsegaw Lemma Amersho, Anne-Cécile Orgerie, and Martin Quinson An Inter-slice Management Solution for Future Virtualization-Based 5G Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1059 Borja Bordel, Ramón Alcarria, Diego Sánchez-de-Rivera, and Álvaro Sánchez IoT Security Viewer System Using Machine Learning . . . . . . . . . . . . . . 1071 Yuya Kunugi, Hiroyuki Suzuki, and Akio Koyama Service Oriented Architecture for Interconnecting LoRa Devices with the Cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1082 Konstantinos Tsakos and Euripides G. M. Petrakis Self-adaptive RFID Authentication for Internet of Things . . . . . . . . . . . 1094 Bacem Mbarek, Mouzhi Ge, and Tomas Pitner Limiting the Influence to Vulnerable Users in Social Networks: A Ratio Perspective . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1106 Huiping Chen, Grigorios Loukides, Jiashi Fan, and Hau Chan IoT Based Wide Area Road Surface State Sensing and Communication System for Future Safety Driving . . . . . . . . . . . . . 1123 Yoshitaka Shibata, Akira Sakuraba, Goshi Sato, and Noriki Uchida Expressing Trust with Temporal Frequency of User Interaction in Online Communities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1133 Ekaterina Yashkina, Arseny Pinigin, JooYoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, and Luca Longo Hot Spot Tracking by Time-Decaying Bloom Filters and Reservoir Sampling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1147 Kai Cheng A Fuzzy Logic Based Trust-ABAC Model for the Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1157 Hamdi Ouechtati, Nadia Ben Azzouna, and Lamjed Ben Said Decision Support System Using Trust Planning Among Food-Energy-Water Actors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1169 Suleyman Uslu, Davinder Kaur, Samuel J. Rivera, Arjan Durresi, and Meghna Babbar-Sebens iHome: Smart Home Management as a Service in the Cloud and the Fog . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1181 George Myrizakis and Euripides G. M. Petrakis xl Contents Design of Robot Service Functions for a Framework Establishing Human-Machine Trust . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1193 Fumi Ito, Eri Ozawa, and Yuka Kato A Proposal for a Dynamic Digital Map to Prevent Heatstroke Using IoT Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1205 Kanae Matsui and Keiya Sakai Analysis of Consumers Perceptions of Food Safety Risk in Social Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1217 Alessandra Amato, Walter Balzano, Giovanni Cozzolino, and Francesco Moscato Implicit and Continuous Authentication of Smart Home Users . . . . . . . 1228 Noureddine Amraoui, Amine Besrour, Riadh Ksantini, and Belhassen Zouari Supporting Internet-Based Location for Location-Based Access Control in Enterprise Cloud Storage Solution . . . . . . . . . . . . . . . . . . . . 1240 Muhammad I. H. Sukmana, Kennedy A. Torkura, Hendrik Graupner, Ankit Chauhan, Feng Cheng, and Christoph Meinel Exploiting Multiple Paths in Multi-hop Co-operative Ad-Hoc Networks for Providing Security without Trusted Third Party . . . . . . . 1254 T. Dinesh Ram Kumar, Ashutosh Bhatia, and R. C. Hansdah Deniable Secret Handshake Protocol - Revisited . . . . . . . . . . . . . . . . . . 1266 Somnath Panja, Sabyasachi Dutta, and Kouichi Sakurai Detection of Algorithmically Generated Domain Names in Botnets . . . . 1279 Deepak Kumar Vishvakarma, Ashutosh Bhatia, and Zdenek Riha How Important Are Logs of Ordinary Operations? Empirical Investigation of Anomaly Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1291 Akinori Muramatsu and Masayoshi Aritsugi Access Control Based Dynamic Path Establishment for Securing Flows from the User Devices with Different Security Clearance . . . . . . . 1303 Uday Tupakula, Vijay Varadharajan, and Kallol Karmakar Interactive Aggregate Message Authentication Scheme with Detecting Functionality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1316 Shingo Sato and Junji Shikata Basic Study on Targeted E-mail Attack Method Using OSINT . . . . . . . 1329 Kota Uehara, Kohei Mukaiyama, Masahiro Fujita, Hiroki Nishikawa, Takumi Yamamoto, Kiyoto Kawauchi, and Masakatsu Nishigaki Contents xli Network Location Privacy Protection with Multi-access Edge Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1342 Ping Zhang, Mimoza Durresi, and Arjan Durresi Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1353