Advances in Intelligent Systems and Computing

Volume 1151

Series Editor

Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,Warsaw, Poland

Advisory Editors

Nikhil R. Pal, Indian Statistical Institute, Kolkata, India

Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,Universidad Central de Las Villas, Santa Clara, Cuba

Emilio S. Corchado, University of Salamanca, Salamanca, Spain

Hani Hagras, School of Computer Science and Electronic Engineering,University of Essex, Colchester, UK

László T. Kóczy, Department of Automation, Széchenyi István University,Gyor, Hungary

Vladik Kreinovich, Department of Computer Science, University of Texasat El Paso, El Paso, TX, USA

Chin-Teng Lin, Department of Electrical Engineering, National ChiaoTung University, Hsinchu, Taiwan

Jie Lu, Faculty of Engineering and Information Technology,University of Technology Sydney, Sydney, NSW, Australia

Patricia Melin, Graduate Program of Computer Science, Tijuana Instituteof Technology, Tijuana, Mexico

Nadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro,Rio de Janeiro, Brazil

Ngoc Thanh Nguyen , Faculty of Computer Science and Management,Wrocław University of Technology, Wrocław, Poland

Jun Wang, Department of Mechanical and Automation Engineering,The Chinese University of Hong Kong, Shatin, Hong Kong

The series “Advances in Intelligent Systems and Computing” contains publicationson theory, applications, and design methods of Intelligent Systems and IntelligentComputing. Virtually all disciplines such as engineering, natural sciences, computerand information science, ICT, economics, business, e-commerce, environment,healthcare, life science are covered. The list of topics spans all the areas of modernintelligent systems and computing such as: computational intelligence, soft comput-ing including neural networks, fuzzy systems, evolutionary computing and the fusionof these paradigms, social intelligence, ambient intelligence, computational neuro-science, artificial life, virtual worlds and society, cognitive science and systems,Perception and Vision, DNA and immune based systems, self-organizing andadaptive systems, e-Learning and teaching, human-centered and human-centriccomputing, recommender systems, intelligent control, robotics and mechatronicsincluding human-machine teaming, knowledge-based paradigms, learning para-digms, machine ethics, intelligent data analysis, knowledge management, intelligentagents, intelligent decision making and support, intelligent network security, trustmanagement, interactive entertainment, Web intelligence and multimedia.The publications within “Advances in Intelligent Systems and Computing” are

primarily proceedings of important conferences, symposia and congresses. Theycover significant recent developments in the field, both of a foundational andapplicable character. An important characteristic feature of the series is the shortpublication time and world-wide distribution. This permits a rapid and broaddissemination of research results.

** Indexing: The books of this series are submitted to ISI Proceedings,EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **

More information about this series at http://www.springer.com/series/11156

Leonard Barolli • Flora Amato •

Francesco Moscato • Tomoya Enokido •

Makoto TakizawaEditors

Advanced InformationNetworking and ApplicationsProceedings of the 34th InternationalConference on Advanced InformationNetworking and Applications (AINA-2020)

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EditorsLeonard BarolliDepartment of Informationand Communication Engineering,Faculty of Information EngineeringFukuoka Institute of TechnologyFukuoka, Japan

Flora AmatoDepartment of Electrical Engineeringand Information TechnologyUniversity of Naples “Frederico II”Naples, Italy

Francesco MoscatoDepartment of Political ScienceUniversity of Campania “Luigi Vanvitelli”Caserta, Italy

Tomoya EnokidoFaculty of Business AdministrationRissho UniversityTokyo, Japan

Makoto TakizawaDepartment of Advanced Sciences,Faculty of Science and EngineeringHosei UniversityTokyo, Japan

ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-3-030-44040-4 ISBN 978-3-030-44041-1 (eBook)https://doi.org/10.1007/978-3-030-44041-1

© Springer Nature Switzerland AG 2020This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof 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 transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe 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 thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, expressed or implied, with respect to the material containedherein or for any errors or omissions that may have been made. The publisher remains neutral with regardto jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AGThe registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Welcome Message from AINA-2020Steering Committee Co-chairs

Welcome to the 34th International Conference on Advanced InformationNetworking and Applications (AINA-2020). It is our great pleasure and honor toheld this edition of the conference at University of Campania Luigi Vanvitelli,Caserta, Italy, from April 15 to April 17, 2020. On behalf of the AINA SteeringCommittee and AINA-2020 Organizing Committee, we would like to express to allparticipants our cordial welcome and high respect.

AINA is an International Forum, where scientists and researchers from academiaand industry working in various scientific and technical areas of networking anddistributed computing systems can demonstrate new ideas and solutions in dis-tributed computing systems.

AINA was born in Asia, but it is now an International Conference with highquality thanks to the great help and cooperation of many international friendlyvolunteers. AINA is a very open society and is always welcoming internationalvolunteers from any country and any area in the world. In conjunction withAINA-2020 main conference, we have also 17 international workshops.

An international conference can be organized by support and great voluntaryefforts of many people and organizations. Our main responsibility is to coordinatevarious tasks carried out with other willing and talented volunteers.

We would like to thank AINA-2020 General Co-chairs, PC Co-chairs,Workshops Co-chairs, Track Area Chairs, PC Members, and WorkshopsOrganizers for their great efforts to make AINA-2020 a very successful event. Wehave special thanks to the Finance Chair and Web Administrator Co-chairs.

We would like to take opportunity to thank all members of the organizationcommittee and program committee as well as all reviewers for their hard work tomake the reviews on time and authors for submitting the papers. We would like to

v

thank Local Arrangement Team for the technical support and good local arrange-ment for the conference.

We do hope that you will have a great time in Caserta, Italy.

Makoto TakizawaLeonard Barolli

AINA Steering Committee Co-chairs

vi Welcome Message from AINA-2020 Steering Committee Co-chairs

Welcome Message from AINA-2020General Co-chairs

It is our great pleasure to welcome you all at the 34th International Conference onAdvanced Information Networking and Applications (AINA-2020), which will beheld at University of Campania Luigi Vanvitelli, Caserta, Italy, from April 15 toApril 17, 2020.

AINA International Conference is a forum for sharing ideas and research work inthe emerging areas of information networking and their applications. The area ofadvanced networking has grown very rapidly, and the applications have experi-enced an explosive growth especially in the area of pervasive and mobile appli-cations, wireless sensor networks, wireless ad hoc networks, vehicular networks,multimedia computing and social networking, semantic collaborative systems, aswell as grid, P2P, IoT, big data and cloud computing. This advanced networkingrevolution is transforming the way people live, work, and interact with each otherand is impacting the way business, education, entertainment, and health care areoperating. The papers included in the proceedings cover theory, design andapplication 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 maininternational conferences on the information networking in the world. In con-junction with AINA-2020 conference, there are 17 workshops, which also acceptedgood-quality papers.

An international conference of this size requires the support and help of manypeople. A lot of people have helped and worked hard to produce a successfulAINA-2020 technical program and conference proceedings. First, we would like tothank all authors for submitting their papers, the session chairs, and distinguishedkeynote speakers. We are indebted to program area chairs, program committeemembers, and reviewers, who carried out the most difficult work of carefullyevaluating 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 encour-agement, guidance and insights and for spending a lot of energy for conferenceorganization and shaping the conference program. We would like to thank PC

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Co-chairs and Workshops Co-chairs of AINA-2020 for their great contribution tothe success of the conference. Our special thanks go to the Finance Chair and WebAdministrator Co-chairs.

Finally, we would like to thank the Local Arrangement Team for the support andgood local arrangement for the conference. We do hope that you will have a greattime in Caserta, Italy.

Flora AmatoIsaac WoungangFarookh Hussain

AINA-2020 General Co-chairs

viii Welcome Message from AINA-2020 General Co-chairs

Welcome Message from AINA-2020Program Committee Co-chairs

Welcome to the 34th International Conference on Advanced InformationNetworking and Applications (AINA-2020), which will be held at University ofCampania Luigi Vanvitelli, Caserta, Italy, from April 15 to April 17, 2020.

The purpose of AINA conference is to bring together researchers, developers,and industrial experts to share new ideas and recent research results in the emergingareas of information networking and their applications. The papers included in theproceedings cover all aspects of theory, design, and application of computer net-works and distributed computing systems. Most of the papers deal with new trendsin information networking, such as wireless sensor networks, ad hoc networks,cloud computing, peer-to-peer systems, grid computing, pervasive and ubiquitoussystems, multimedia systems, security, multi-agent systems, IoT and web-basedsystems.

This edition AINA received 476 paper submissions from all over the world.Each submission was peer-reviewed by program committee members and invitedexternal reviewers. Finally, the program committee accepted 124 papers (about26% acceptance ratio), which will be presented during the conference days.Unfortunately, many interesting and good papers could not be accepted inAINA-2020 due to the limited number of time slots allocated for presentations atthe conference.

We are very proud and honored to have two distinguished keynote talks by Prof.Paul Krause, University of Surrey, UK, and Prof. Letizia Tanca, PolytechnicUniversity of Milan, Italy, who will present their recent work and will give newinsights 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 contributionssince 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 greatefforts. Additionally, we would like to thank all program committee members andreviewers who carried out the most important work to evaluate the submittedpapers. We also thank the Workshops Co-chairs for organizing many excellent

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workshops and symposiums, which enrich the conference and provide additionalopportunities for discussions and future co-operations.

The great success of the AINA conference series would not be possible withoutthe enormous commitment and support of the steering committee co-chairs Prof.Makoto Takizawa and Prof. Leonard Barolli. Therefore, we would like to thankthem for their strong encouragement and guidance.

The general coordination of an event such as AINA conference requires a lot ofcoordination effort as well as many other activities related to the conferenceorganization. Here, we thank the General Co-chairs for their great support andinvaluable suggestions. We give special thanks to the Finance Chair and WebAdministrator Co-chairs for their great efforts and efficient work to deal with manyconference matters.

We hope you will enjoy the conference and readings and have a great time inCaserta, Italy.

Francesco MoscatoLidia Ogiela

Tomoki YoshihisaAINA-2020 Program Committee Co-chairs

x Welcome Message from AINA-2020 Program Committee Co-chairs

Welcome Message from AINA-2020Workshops Co-chairs

Welcome to AINA-2020 Workshops to be held in conjunction with the 34thInternational Conference on Advanced Information Networking and Applications(AINA-2020) at University of Campania Luigi Vanvitelli, Caserta, Italy, from April15 to April 17, 2020. The goal of AINA workshops is to provide a forum forinternational researchers and practitioners to exchange and share their new ideas,research results, and ongoing work on leading-edge topics in the different fields ofinformation networks and their applications. Some of the accepted workshops dealwith topics that open up perspectives beyond the ordinary, thus, enriching the topicsusually addressed by the AINA conference.

For this edition, the following 17 symposiums and workshops will be held withAINA-2020.

1. The 16th International Symposium on Frontiers of Information Systems andNetwork Applications (FINA-2020)

2. The 16th International Workshop on Heterogeneous Wireless Networks(HWISE-2020)

3. The 13th International Symposium on Mining and Web (MAW-2020)4. The 13th International Workshop on Bio and Intelligent Computing

(BICom-2020)5. The 13th International Workshop on Telecommunication Networking,

Applications and Systems (TeNAS-2020)6. The 11th International Workshop on Disaster and Emergency Information

Network Systems (IWDENS-2020)7. The 8th International Workshop on Collaborative Emerging Systems

(COLLABES-2020)8. The 8th International Workshop on Cloud Computing Project and Initiatives

(CCPI-2020)9. The 7th International Workshop on Privacy and Security Intricacies on the Web

(INTRICATE-SEC-2020)10. The 7th International Workshop on Energy-Aware Systems, Communications

and Security (EASyCoSe-2020)

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11. The 6th International Workshop on Engineering Energy Efficient InternetWorked Smart seNsors (E3WSN-2020)

12. The 5th International Workshop on Big Data Processing in Online SocialNetwork (BOSON-2020)

13. The 3rd International Workshop on Internet of Everything and MachineLearning Applications (IOEMLA-2020)

14. The 2nd International Workshop on Multi-Clouds and Mobile Edge Computing(M2EC-2020)

15. The 2nd Workshop on Artificial Intelligence and Machine Learning(AIMAL-2020)

16. The 2nd International Workshop on Intelligent Computing and Measurements(InCM-2020)

17. The 1st International Workshop on Smart and Sustainable Mobility(SSUM-2020)

We would like to thank the community for their great response to AINA-2020workshops. The excellent technical program of the workshops was the result of aprofessional work from workshop chairs, workshop program committees, review-ers, and authors.

We would like to give our special thanks to Prof. Makoto Takizawa andProf. Leonard Barolli, the Steering Committee Chairs of AINA InternationalConference, for their strong encouragement and guidance to organize the AINA2020 workshops and symposiums. We would like to thank AINA-2020 GeneralCo-chairs their advices to make possible organization of AINA-2020 workshopsand symposiums. We are thankful to AINA-2020 Program Co-chairs for theirsupport and help to prepare the technical program of AINA-2020 workshops andsymposiums.

We wish all of you entertaining and rewarding experience in all workshops andAINA-2020 International Conference.

Tomoya EnokidoLeonardo Mostarda

Kin Fun LiAINA-2020 Workshops Co-chairs

xii Welcome Message from AINA-2020 Workshops Co-chairs

AINA-2020 Organizing Committee

General Co-chairs

Flora Amato University of Naples “Federico II”, ItalyIsaac Woungang Ryerson University, CanadaFarookh Hussain University of Technology, Sydney, Australia

Program Committee Co-chairs

Francesco Moscato University of Campania Luigi Vanvitelli, ItalyLidia Ogiela Pedagogical University of Cracow, PolandTomoki Yoshihisa Osaka University, Japan

Workshops Co-chairs

Tomoya Enokido Rissho University, JapanLeonardo Mostarda Camerino University, ItalyKin Fun Li University of Victoria, Canada

International Journals Special Issues Co-chairs

Fatos Xhafa Technical University of Catalonia, SpainDavid Taniar Monash University, Australia

Award Co-chairs

Marek Ogiela AGH University of Science and Technology,Poland

Arjan Durresi IUPUI, USAFang-Yie Leu Tunghai University, Taiwan

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Publicity Co-chairs

Vincenzo Moscato University of Naples “Federico II”, ItalyMarkus Aleksy ABB AG, GermanyAkio Koyama Yamagata University, JapanWenny Rahayu La Trobe University, Australia

International Liaison Co-chairs

Beniamino Di Martino University of Campania Luigi Vanvitelli, ItalyNadeem Javaid COMSATS University Islamabad, PakistanMinoru Uehara Toyo University, JapanHsing-Chung Chen Asia University, Taiwan

Local Arrangement Co-chairs

Francesco Piccialli University of Naples “Federico II”, ItalyAlessandra Amato University of Naples “Federico II”, ItalyGiovanni Cozzolino University of Naples “Federico II”, Italy

Finance Chair

Makoto Ikeda Fukuoka Institute of Technology, Japan

Web Co-chairs

Donald Elmazi Fukuoka Institute of Technology, JapanMiralda Cuka Fukuoka Institute of Technology, JapanKevin Bylykbashi Fukuoka Institute of Technology, Japan

Steering Committee Co-chairs

Makoto Takizawa Hosei University, JapanLeonard Barolli Fukuoka Institute of Technology, Japan

Tracks and Program Committee Members

1. Network Protocols and Applications

Track Co-chairs

Bhed Bahadur Bista Iwate Prefectural University, JapanFrancesco Palmieri University of Salerno, ItalyIsaac Woungang Ryerson University, Canada

xiv AINA-2020 Organizing Committee

TPC Members

Jiahong Wang Iwate Prefectural University, JapanAkio Koyama Yamagata University, JapanDanda B. Rawat Howard University, USAShigetomo Kimura University of Tsukuba, JapanChotipat Pornavalai King Mongkut’s Institute of Technology

Ladkrabang, ThailandGongjun Yan University of Southern Indiana, USASachin Shetty Old Dominion University, USASasthi C. Ghosh Indian Statistical Institute, IndiaArcangelo Castiglione University of Salerno, ItalyRaffaele Pizzolante University of Salerno, ItalyUgo Fiore Federico II University of Npoli, ItalyMassimo Ficco Campania University L. Vanvitelli, ItalyMauro Iacono Campania University L. Vanvitelli, ItalySergio Ricciardi Barcelonatech, SpainRohit Ranchal IBM Watson Health Cloud, USASherif Saad Ahmed University of Windsor, CanadaLu Wei Keene State College, USAMarcelo Luiz Brocardo Universidade do Estado de Santa Catarina, BrazilJuggapong Natwichai Chiang Mai University, ThailandNeeraj Kumar Thapar University, IndiaHamed Aly Acadia University, CanadaGlaucio Carvalho Sheridan College, CanadaTaeshik Shon Ajou University, Republic of KoreaNgatched Telex Magloire Memorial University, CanadaChun-Wei Tsai National Chung Hsing University, TaiwanPetros Nicopolitidis Aristotle University of Thessaloniki, GreeceStephane Maag Telecom SudParis, FranceAndrea Ceccarelli Università degli Studi di Firenze, ItalyManas Khatua Indian Institute of Technology Guwahati, IndiaLeandro Becker Federal University of Santa Catarina, BrazilGoutam Mali Xavier University Bhubaneswar, India

2. Next Generation Wireless Networks

Track Co-chairs

Roberto Nardone University of Naples Federico II, ItalyWalter Balzano University of Naples Federico II, ItalyBeniamino di Martino University of Campania Luigi Vanvitelli, Italy

AINA-2020 Organizing Committee xv

TPC Members

Yoshiyuki Kido Osaka University, JapanSusumu Date Osaka University, JapanTe-Lung Liu National Center for High-performance

Computing, TaiwanYuh-Shyan Chen National Taipei University, TaiwanChiu-Ching Tuan National Taipei University of Technology,

TaiwanGuey-Yun Chang National Central University, TaiwanLuca Caviglione National Research Council of Italy (CNR), ItalyAndrea Ceccarelli University of Firenze, ItalyTelex Magloire Ngatched

NkouatchahMemorial University of Newfoundland, Canada

Marcello Luiz Brocardo Universidade do Estado de Santa Catarina, BrazilGlaucio Carvalho Ryerson University, CanadaGaurav Indra University of Delhi, IndiaMarcello Trovati University of Derby, UKPetros Nicopolitidis Aristotle University of Thessaloniki, GreeceGoutam Mali Xavier University Bhubaneswar, IndiaLei Shu Guangdong University of Petrochemical

Technology, ChinaXiaoping Che Beijing Jiaotong University, ChinaMarco Antonio To Galileo University, GuatemalaFelipe Lalanne Inria Chile, ChileHwee-Pink Tan Singapore Management University, SingaporeVictor Ramiro EasyMile, FranceChihi Houda Laboratoire de recherche Innov’COM à

Sup’Com, TunisiaChun-Wei Tsai National Chung Hsing University, TaiwanLeonardo Montecchi University of Campinas, BrazilR. K. Pateriya M.A.N.I.T. Bhopal, IndiaManas Khatua India Institute of Technology, Jodhpur, IndiaSherali Zeadally University of Kentucky, USAYasir Malik Concordia University of Edmonton, CanadaDanda B. Rawat Howard University, Washington, D.C., USAWeichao Wang University of North Carolina at Charlotte, USALuca Caviglione Institute for Applied Mathematics and

Information Technologies, National ResearchCouncil of Italy (CNR)

xvi AINA-2020 Organizing Committee

3. Multimedia Systems and Applications

Track Co-chairs

Markus Aleksy ABB AG, GermanyFrancesco Moscato University of Campania Luigi Vanvitelli, ItalyAntonio Picariello University of Naples Federico II, Italy

TPC Members

Giancarlo Sperlì CINI Item, ItalyYong-Moo Kwon Korea Institute of Science and Technology,

KoreaYoshihiro Okada Kyushu University, JapanMakoto Nakashima Oita University, JapanNobukazu Iguchi Kinki University, JapanKenzi Watanabe Hiroshima University, JapanPhilipp Bauer ABB AG, GermanyNorman Franchi Technical University of Dresden, GermanyFabian Mackenthun NXP Semiconductors Germany GmbH, GermanyAndreas Müller Robert Bosch GmbH, GermanyMichael Schneider Bosch-Rexroth AG, GermanyHans Schotten DFKI, GermanyLukasz Wisniewski inIT, GermanyEmanuela Marasco West Virginia University, USAAnna Rita Fasolino University of Naples Federico II, ItalyMario Mezzanzanica Università di Milano-Bicocca, ItalyDomenico Amalfitano CINI Item, ItalyAlberto Pizzirani European Commission Joint Research Centre,

ItalyAntonino Vespoli Intel Corporation, County Dublin, IrelandFrancesco Gargiulo Institute for High Performance Computing and

Networking (ICAR), ItalyGiusy di Lorenzo Vodafone, ItalyGiovanna Sannino Institute for High Performance Computing and

Networking (ICAR), ItalyEdoardo Serra Boise State University, USAFabio Mercorio Università di Milano-Bicocca, ItalyFrancesca Esposito University of Salerno, ItalyPierluigi Vitale University of Salerno, Italy

4. Pervasive and Ubiquitous Computing

Track Co-chairs

Chih-Lin Hu National Central University, Taiwan

AINA-2020 Organizing Committee xvii

Neil Yen The University of Aizu, JapanVamsi Paruchuri University of Central Arkansas, USA

TPC Members

Hong Va Leong Hong Kong Polytechnic University, Hong KongLing-Jyh Chen Academia Sinica, TaiwanYao-Hua Ho National Taiwan Normal University, TaiwanJiun-Long Huang National Chiao Tung University, TaiwanSomchoke Ruengittinun Kasetsart University, ThailandTanapat Anusas-Amornkul King Mongkut’s University of Technology North

Bangkok, ThailandXin-Mao Huang Aletheia University, TaiwanJen-Wei Huang National Cheng Kung University, TaiwanHui Lin Tamkang University, TaiwanXiaokang Zhou Shiga University, JapanMoloud Abdar University of Aizu, JapanJason Hung Overseas Chinese University, TaiwanChun-Chia Wang City University, TaiwanSriram Chellappan University of South Florida, USAYu Sun University of Central Arkansas, USAQiang Duan Penn State University, USAJessie Walker Jackson State University, USAHan-Chieh Wei Dallas Baptist University, USA

5. Internet Computing and E-Learning

Track Co-chairs

Nicola Capuano University of Salerno, ItalyAkio Koyama Yamagata University, JapanGiovanni Cozzolino University of Naples, Italy

TPC Members

Santi Caballe Open University of Catalonia, SpainThanasis Daradoumis University of the Aegean, GreeceElisabetta Fersini University of Milan “Bicocca”, ItalyAngelo Gaeta University of Salerno, ItalyGiuseppe Guarino University of Salerno, ItalyKrassen Stefanov Sofia University “St. Kliment Ohridski”, BulgariaJordi Conesa Open University of Catalonia, SpainDavid Gañan Open University of Catalonia, SpainJorge Miguel Grupo San Valero, SpainMinoru Uehara Toyo University, Japan

xviii AINA-2020 Organizing Committee

Fumiaki Sato Toho University, JapanTomoyuki Nagase Hirosaki University, JapanBhed Bista Iwate Prefectural University, JapanMakoto Ikeda Fukuoka Institute of Technology, JapanKeita Matsuo Fukuoka Institute of Technology, JapanShingo Yamaguchi Yamaguchi University, JapanKazuyuki Kojima Saitama University, JapanShinji Sugawara Chiba Institute of Technology, JapanNoritaka Shigei Kagoshima University, JapanYukinobu Fukushima Okayama University, JapanKhin Khin Zaw Okayama University, MyanmarNobuo Funabiki Okayama University, JapanFlora Amato University of Naples Federico II, ItalyClaudia Di Napoli Italian National Research Center (CNR), ItalySalvatore Venticinque University of Campania Luigi Vanvitelli, ItalyMarco Scialdone University of Campania Luigi Vanvitelli, Italy

6. Distributed Systems and Social Networks

Track Co-chairs

Naohiro Hayashibara Kyoto Sangyo University, JapanGiovanni Mazzeo University of Naples Parthenope, ItalyValentina Casola University of Naples Federico II, Italy

TPC Members

Eric Pardede La Trobe University, AustraliaAlessandra de Benedictis University of Naples Federico II, ItalyNicola Mazzocca University of Naples Federico II, ItalyDouglas D. J. de Macedo Universidade Federal de Santa Catarina (UFSC),

BrasilRosario Catelli University of Naples Federico II, ItalyAniello Minutolo Institute for High Performance Computing and

Networking (ICAR), ItalyAngelo Esposito Institute for High Performance Computing and

Networking (ICAR), ItalyFiammetta Marulli University of Campania Luigi Vanvitelli, ItalyGiuseppe Caggianese Institute of High Performance Computing and

Networking (ICAR), ItalySalvatore Venticinque University of Campania Luigi Vanvitelli, ItalyAlba Amato University of Campania Luigi Vanvitelli, ItalyYasamin Salami Accenture Stockholm, SwedenMichael Shekelyan University of Warwick, EnglandAsm Kayes La Trobe University, Australia

AINA-2020 Organizing Committee xix

Ronaldo dos Santos Mello Universidade Federal de Santa Catarina, BrazilSaqib Ali Sultan Qaboos University, OmanHong Quang Nguyen Ho Chi Minh City International University,

VietnamMd Saiful Islam Griffith University, AustraliaSalimur Choudhury Lakehead University, CanadaKanwalinderjit Gagneja Florida Polytechnic UniversityFranco Frattolillo University of Sannio, ItalyMohammad Shojafar University of Padova, ItalyJi Zhang University of Southern Queensland, AustraliaXiaofeng Ding HUST, ChinaLucian Podan Polytechnic University Timisoara, Romania

7. Grid, P2P and Scalable Computing

Track Co-chairs

Fumiaki Sato Toho University, JapanTomoki Yoshihisa Osaka University, JapanFarookh Hussain University of Technology Sydney, Australia

TPC Members

Akira Kanaoka Toho University, JapanYoshiaki Terashima Soka University, JapanAtsushi Takeda Tohoku Gakuin University, JapanTomoki Yishihisa Osaka University, JapanTomoya Kawakami NAIST, JapanYusuke Gotoh Okayama University, JapanYuuichi Teranishi NICT, JapanAkimitsu Kanzaki Shimane University, JapanTomoya Kawakami NAIST, JapanGeoff Skinner Newcastle University, AustraliaMukesh Prasad University of Technology Sydney, AustraliaSalem Alkhalaf Qasim University, Saudi Arabia

8. Agents, Semantics and Intelligent Computing

Track Co-chairs

Alessandro Maisto University of Salerno, ItalyVincenzo Moscato University of Naples Federico II, ItalyTakahiro Uchiya Nagoya Institute of Technology, Japan

xx AINA-2020 Organizing Committee

TPC Members

Giovanni Cozzolino University of Naples Federico II, ItalyCarlo Sansone University of Naples Federico II, ItalyStefano Marrone University of Naples Federico II, ItalyNico Surantha Bina Nusantara University, IndonesiaLuca Sorrentino Accenture Stockholm, SwedenAlessandra Amato University of Naples Federico II, ItalyMarica Catone University of Salerno, ItalyAnnibale Elia University of Salerno, ItalyRaffaele Guarasci Institute for High Performance Computing and

Networking (ICAR), ItalyMario Monteleone University of Salerno, ItalyAzzurra Mancuso University of Salerno, ItalyDaniela Trotta University of Salerno, ItalyNico Surantha Bina Nusantara University, IndonesiaHai Dong RMIT University, AustraliaMohammad Younas Oxford Brookes University, UKAtsuko Mutoh Nagoya Institute of Technology, JapanShinsuke Kajioka Nagoya Institute of Technology, JapanRyota Nishimura Tokushima University, JapanShohei Kato Nagoya Institute of Technology, Japan

9. Cloud, Data Centers and Services Computing

Track Co-chairs

Asm Kayes La Trobe University, AustraliaSalvatore Venticinque Università degli studi della Campania Luigi

Vanvitelli, ItalyFeilong Tang Shanghai Jiao Tong University, China

TPC Members

Alex Ng La Trobe University, AustraliaAlan Colman Swinburne University of Technology, AustraliaLianhua Chi La Trobe University, AustraliaIqbal H. Sarker Swinburne University of Technology, AustraliaStanley Shanapinda La Trobe University, AustraliaIman Avazpour Deakin University, AustraliaMohamed Abdelrazek Deakin University, AustraliaAmani Ibrahim Deakin University, AustraliaGiancarlo Fortino University of Calabria, ItalyMassimiliano Rak University of Campania, Italy

AINA-2020 Organizing Committee xxi

Jason J. Jung Chung-Ang University, KoreaDimosthenis Kyriazis University of Piraeus, Greece

10. Security, Privacy and Trust Computing

Track Co-chairs

Ren-Junn Hwang Tamkang University, TaiwanAniello Castiglione University of Naples Parthenope, ItalyLuigi Coppolino University of Naples Parthenope, Italy

TPC Members

Eric Medvet University of Trieste, ItalyPaul Tavolato University of Applied Sciences St. Polten,

AustriaLuigi Sgaglione University of Naples Parthenope, ItalyGigliola Vaglini University of Pisa, ItalyMassimo Esposito Institute for High Performance Computing

and Networking (ICAR), ItalyLuigi Gallo Institute for High Performance Computing

and Networking (ICAR), ItalyMarco Pota Institute for High Performance Computing

and Networking (ICAR), ItalySeyedeh Sajedeh Salehi Vrije Universiteit Brussel (VUB), BelgiumClaudio Leonetti Micron Semiconductor, ItalyOrazio Tomarchio University of Catania, ItalyYongfeng Huang Tsinghua University, ChinaHung-Min Sun National Tsinghua University, TaiwanChun-I Fan National Sun Yat-sen University, TaiwanNai-Wei Lo National Taiwan University of Science and

Technology, TaiwanRaylin Tso National Chengchi University, TaiwanHui Tian National Huaqiao University, ChinaSazia Parvin UNSW, AustraliaSaqib Ali Sultan Qaboos University, OmanAdil Hammadi Curtin University, AustraliaAsif Gill University of Technology, Sydney, AustraliaKouichi Sakurai Kyushu University, JapanTakamichi Saito Meiji University, JapanShou-Hsuan Stephen Huang, University of Houston, USAIsao Echizen National Institute of Informatics, JapanSushmita Ruj Indian Statistical Institute, India

xxii AINA-2020 Organizing Committee

11. Intelligent and Cognitive Systems

Track Co-chairs

Lidia Ogiela Pedagogical University of Cracow, PolandFrancesco Piccialli University of Naples Federico II, ItalySerena Pelosi University of Salerno, Italy

TPC Members

Hoon Ko Chosun University, Republic of KoreaGoreti Marreiros Institute of Engineering of Polytechnic of Porto,

PortugalUrszula Ogiela AGH University of Science and Technology,

PolandKitae Bae Seoul Media Institute of Technology, Republic of

KoreaJongsun Choi Soongsil University, Republic of KoreaLibor Měsíček J. E. Purkyně University, Czech RepublicFrancesco Pascale University of Salerno, ItalyDomenico Santaniello University of Salerno, ItalySalvatore Cuomo University of Naples Federico II, ItalyNico Surantha Bina Nusantara University, IndonesiaNicola Cuomo Cracow, ESET Internet Security, PolandAndrea Ciardulli European Commission Joint Research CentreLorenza Melillo University of Salerno, ItalyMarco Giacalone Vrije Universiteit Brussel (VUB), BelgiumChiara Galdi EURECOM, Sophia Antipolis, FranceMarco Cesarano Sr. Software Engineer San Francisco Bay Area,

USAWalter Petagna MeetWeb, ItalyFrancesca Spezzano Boise State University, USA

12. Intelligent Vehicle and Transportation Systems

Track Co-chairs

Antonella Santone University of Molise, ItalyFrancesco Mercaldo Institute for Informatics and Telematics

(CNR) and University of Molise, ItalyEvjola Spaho Polytechnic University of Tirana, Albania

TPC Members

Cinzia Bernardeschi University of Pisa, ItalyFabio Di Troia San Jose State University, USA

AINA-2020 Organizing Committee xxiii

Fausto Fasano University of Molise, ItalyEric Filiol Operational Cryptography and Computer

Virology Lab, ESIEA, FranceHugo Gascon Technical University of Braunschweig, GermanyDavide Maiorca University of Cagliari, ItalyIlaria Matteucci Istituto di Informatica e Telematica, CNR, ItalyEric Medvet University of Trieste, ItalyPaul Tavolato University of Applied Sciences St. Polten,

AustriaGigliola Vaglini University of Pisa, Italy

AINA-2020 Reviewers

Adil HammadiAdmir BarolliAgustin CamineroAhmed ElmokashfiAkihiro FujiharaAkio KoyamaAlan ColmanAlba AmatoAlberto SciontiAlessandra De BenedictisAlessandro MaistoAlex NgAlfredo CuzzocreaAlfredo NavarraAltair SantinAmir TaherkordiAndrea CeccarelliAndrea TettamanziAneta Poniszewska-MarandaAngelo EspositoAniello CastiglioneAnne KayemAntonio AlbertiAntonio MessinaAntonio PicarielloArcangelo CastiglioneArjan DurresiAshutosh BhatiaAsm KayesBaojiang CuiBeniamino Di Martino

Besfort ShalaBhed BistaChangyu DongChristoph MeinelChristos BourasChun-Chia WangChun-I FanChun-Wei TsaiDajana CassioliDanda RawatDavid TaniarDimitris ApostolouDonald ElmaziEduardo ViegasElis KullaElisabetta FersiniEnver EverEuripides PetrakisEvjola SpahoFadi Al-TurjmanFang-Yie LeuFarookh HussainFatos XhafaFeilong TangFeroz ZahidFiammetta MarulliFlavio SilvaFlora AmatoFlorin PopFrancesco GargiuloFrancesco Moscato

xxiv AINA-2020 Organizing Committee

Francesco OrciuoliFrancesco PalmieriFrancesco PiccialliFranco FrattolilloFujio KurokawaFumiaki SatoFunabiki NobuoGiancarlo FortinoGigliola VagliniGiovanni CozzolinoGiovanni MazzeoGongjun YanGoutam MaliGuey-Yun ChangHai DongHao-Hsiang KuHaruhi EtoHenry MucciniHiroaki KikuchiHiroki SakajiHiroshi MaedaHiroyoshi MiwaHisaaki YamabaHoa NguyenHoon KoHsing-Chung ChenHung-Min SunHyunhee ParkIqbal SarkerIsaac WoungangIsao EchizenIuon-Chang LinIvano MalavoltaJan MartinovicJawwad ShamsiJéferson NobreJesús Escudero-SahuquilloJiahong WangJoanna Ochelska-MierzejewskaJolanta Mizera-PietraszkoJongWon KimJorge MiguelJoseph NgJuggapong NatwichaiJun Wang

Keita MatsuoKevin BylykbashiKhandakar AhmedKin Fun LiKit ChanKiyotaka FujisakiKoki WatanabeKouichi SakuraiKyriakos KritikosLeonard BarolliLeonardo MostardaLidia FotiaLidia OgielaLisandro GranvilleLuca SanguinettiLuigi CoppolinoLuigi SgaglioneMakoto IkedaMakoto TakizawaMarcelo BrocardoMarco PotaMarek OgielaMaria Cristina GalloMario CannataroMarkus AleksyMasakatsu NishigakiMasaki BandaiMasaki KohanaMassimiliano RakMassimo FiccoMauro IaconoMichael SchneiderMinoru UeharaMiralda CukaMohammad ShojafarMuhammad YounasNadeem JavaidNai-Wei LoNaohiro HayashibaraNaranker DulayNeil YenNico SuranthaNicola CapuanoNobuo FunabikiNoriki Uchida

AINA-2020 Organizing Committee xxv

Norimasa NakashimaOlivier TerzoOmar HussainOmid Ameri SianakiOrazio TomarchioOrhan GemikonakliØyvind YtrehusParesh SaxenaPedro Frosi RosaPetros NicopolitidisPhilip MoorePierluigi VitaleRaffaele PizzolanteRaylin TsoRazvan BocuRen-Junn HwangRicardo Rodríguez JorgeRoberto GagliardiRubem PereiraRustem DautovSabita MaharjanSachin ShettySalem AlkhalafSalimur ChoudhurySalman TaherizadehSalvatore VenticinqueSanti CaballéSaqib AliSasthi GhoshSazia ParvinSerafino CiceroneSerena PelosiSherali ZeadallyShigetomo KimuraShih-Hao ChangShingo YamaguchiShinji Sakamoto

Shinji SugawaraShohei KatoShusuke OkamotoSriram ChellappanTakahiro UchiyaTakamichi SaitoTanapat Anusas-amornkulTe-Lung LiuTed HuangThomas DreibholzTomoki YoshihisaTomoya EnokidoTomoyuki IshidaTor SkeieUgo FioreValentina CasolaVamsi ParuchuriVincenzo MoscatoWalter BalzanoWang Xu AnWei LuWenny RahayuXiaokang ZhouXiaoping CheXing ZhouXu An WangXuejun CaiYiannis VerginadisYongfeng HuangYoshiaki TerashimaYoshihiro OkadaYoshinari NomuraYoshitaka ShibataYoshiyuki KidoYuichiro ShibataYusuke GotohZahoor Khan

xxvi AINA-2020 Organizing Committee

AINA-2020 Keynote Talks

Information Networks and Ecological Networks

Paul Krause

University of Surrey, Guildford, UK

Abstract. The Internet of Things (IoT), edge and cloud computing all haveimportant contributions to make to a wide range of application areas. We are seeingmuch talk about their application to Smart Cities, health care and industry IV, forexample. However, there is one area where they have the potential to help catalyzea significant and much needed transformation. That is agriculture. We are, ofcourse, seeing projects on precision agriculture with useful reductions in seed,fertiliser, pesticide and herbicide wastage. But we can do better than that; much,much better. A body of theoretical and empirical studies around the world is nowshowing that if agricultural practitioners work with natural processes to build bothabove and below ground biodiversity, then this can enhance the provision ofecosystem services that help to capture soil organic carbon, recycle trace elementsand the core NPK needs, encourage predators of weed seeds, and more. The termecological engineering is now becoming current to encapsulate a methodology bywhich agriculture could be transformed away from a net contributor to greenhousegas emissions, groundwater pollution, and disruption of social cohesion in ruralcommunities. Instead, it could become a major vehicle for carbon capture andstorage and provision of clean and safe drinking water, while maintaining yields,enhancing the quality of food and increasing employment opportunities in ruralareas. Facilitating this will need important contributions from the AINA commu-nity. This talk will provide an overview of what can be done now, and what is stillneeded in order to provide real-time monitoring of agroecosystems to support thetransition of global agriculture into a scientifically managed and sustainable system.

xxix

Ethics and Data Quality: An ImperativeMarriage

Letizia Tanca

Polytechnic of Milan, Milan, Italy

Abstract. Data quality is a typical ethical requirement: We could never trust a pieceof information if it did not have the typical data quality properties. Yet, we can alsoassert the opposite: that data should conform to a high ethical standard for it to beconsidered of good quality. Hence, the satisfaction of the ethical requirements isactually necessary to assert the quality of a dataset, and this talk proposes tointroduce explicitly the most common ethical requirements as dimensions ofquality, grouped within an ethics cluster. We discuss the dimensions of ethics inconnection with the various phases of what we call the information extractionprocess: (i) identifying the data sources containing the information of interest,(ii) collecting the corresponding data and integrating them in order to produce aunique dataset, and (iii) applying the appropriate information extraction methods(from the application of a simple query up to a complex statistical, machine learningor data mining analysis).

xxxi

Contents

Dynamic Routing and Bandwidth Provision Basedon Reinforcement Learning in SDN Networks . . . . . . . . . . . . . . . . . . . . 1Yi-Hsun Lu and Fang-Yie Leu

Blockchain-Based Reputation System in Agri-Food Supply Chain . . . . . 12Affaf Shahid, Umair Sarfraz, Muhammad Waseem Malik,Muhammad Sohaib Iftikhar, Abid Jamal, and Nadeem Javaid

An Enhanced Convolutional Neural Network Model Basedon Weather Parameters for Short-Term Electricity Supplyand Demand . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22Zeeshan Aslam, Nadeem Javaid, Muhammad Adil,Muhammad Tariq Ijaz, Atta ur Rahman, and Mohsin Ahmed

A Secure Distributed e-Health System for the Managementof Personal Health Metrics Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36Razvan Bocu

Machine Learning-Based Regression Models for Price Predictionin the Australian Container Shipping Industry: Case Studyof Asia-Oceania Trade Lane . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52Ayesha Ubaid, Farookh Khadeer Hussain, and Jon Charles

Modeling the Chatbot Quality of Services (CQoS) Using WordEmbedding to Intelligently Detect Inappropriate Responses . . . . . . . . . . 60Ebtesam Hussain Almansor and Farookh Khadeer Hussain

Self-balanced IPv4–IPv6 Lossless Translators with DynamicAddresses Mapping . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71Giovanni Bembo and Francesco Lo Presti

Eye Tracking Technology in Personal Authentication Protocols . . . . . . 85Marek R. Ogiela and Lidia Ogiela

xxxiii

Techno-Economic Analysis of MMWave vs Mid-Band Spectrumin 5G Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90Christos Bouras and Anastasia Kollia

Leveraging Fine-Grained Access Control in Blockchain-BasedHealthcare System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106Fatima Tariq, Zahoor Ali Khan, Tanzeela Sultana, Mubariz Rehman,Qaiser Shahzad, and Nadeem Javaid

Improving Spectrum Usage on Full-Duplex Communicationswith an Innovative Channel Reservation . . . . . . . . . . . . . . . . . . . . . . . . 116Lucas de Melo Guimarães and Jacir Luiz Bordim

Machine Learning Based Data Reduction in WSNfor Smart Agriculture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127Christian Salim and Nathalie Mitton

A QoS-Based Service Chain Composition Approachfor a Dynamic End-to-End Resource Allocation in NFV . . . . . . . . . . . . 139Inès Raïssa Djouela Kamgang, Ghayet El Mouna Zhioua,and Nabil Tabbane

ITMN: A New MAC Protocol for Improving Throughputof Multihop Wireless Networks Considering Numberof Neighbor Nodes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153Taiki Morita, Xuejun Tian, and Takashi Okuda

DALC: Distributed Automatic LSTM Customizationfor Fine-Grained Traffic Speed Prediction . . . . . . . . . . . . . . . . . . . . . . . 164Ming-Chang Lee and Jia-Chun Lin

Periodic Mining of Traffic Information in IndustrialControl Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176Jiahui Ni, Wenqing Yin, Yong Jiang, Jingling Zhao, and Yiming Hu

The Power Consumption Model of a Server to Perform Data AccessApplication Processes in Virtual Machine Environments . . . . . . . . . . . . 184Tomoya Enokido and Makoto Takizawa

A Fuzzy Decision Tree Based Tasks Orchestration Algorithmfor Edge Computing Environments . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193Charafeddine Mechalikh, Hajer Taktak, and Faouzi Moussa

CUSCO: A Customizable Solution for NFV Composition . . . . . . . . . . . 204Vinicius Fulber-Garcia, Marcelo Caggiani Luizelli,Carlos R. Paula dos Santos, and Elias P. Duarte Jr.

Evaluating Energy Efficiency and Security for Internet of Things:A Systematic Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217Luciana P. Oliveira, Moroni N. Vieira, Gabriel B. Leite,and Edson L. V. de Almeida

xxxiv Contents

IoT Geolocation Performance Using LoRaWAN . . . . . . . . . . . . . . . . . . 229Christos Bouras, Apostolos Gkamas, Vasileios Kokkinos,and Nikolaos Papachristos

TF-BiLSTMS2S: A Chinese Text Summarization Model . . . . . . . . . . . . 240Caiquan Xiong, Zhuang Wang, Li Shen, and Na Deng

Mobile Fog Computing Model of a Topic-BasedPublish/Subscribe System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 250Takumi Saito, Shigenari Nakamura, Tomoya Enokido,and Makoto Takizawa

Benchmarking Predictive Models in Electronic Health Records:Sepsis Length of Stay Prediction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258Belal Alsinglawi, Fady Alnajjar, Omar Mubin, Mauricio Novoa,Ola Karajeh, and Omar Darwish

Distributed Approach to Fog Computing with Auction Method . . . . . . . 268Yinzhe Guo, Takumi Saito, Ryuji Oma, Shigenari Nakamura,Tomoya Enokido, and Makoto Takizawa

A Self–learning Personal Privacy Assistant . . . . . . . . . . . . . . . . . . . . . . 276Mounika Kasaraneni and Johnson P. Thomas

Performance Evaluation of WMNs by WMN-PSOHC HybridSimulation System Considering CM and LDVMReplacement Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 288Shinji Sakamoto, Seiji Ohara, Leonard Barolli, and Shusuke Okamoto

Performance Evaluation of WMNs Using WMN-PSOHC-DGAConsidering LDVM and RDVM Replacement Methods . . . . . . . . . . . . . 298Admir Barolli, Seiji Ohara, Shinji Sakamoto, Makoto Takizawa,and Leonard Barolli

A Mini-review: Conventional and Metaheuristic OptimizationMethods for the Solution of Optimal Power Flow (OPF) Problem . . . . . 308Zia Ullah, M. R. Elkadeem, Shaorong Wang, Muhammad Azam,Khdija Shaheen, Mehmood Hussain, and Muhammad Rizwan

Narrative Knowledge Representation and Blockchain:A Symbiotic Relationship . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 320Lyazid Sabri and Abdelhak Boubetra

Investigating Feature Selection for Predicting the Numberof Bus Passengers by Monitoring Wi-Fi Signal Activityfrom Mobile Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333Thongtat Oransirikul and Hideyuki Takada

Better User Clustering Scheme in Distributed NOMA Systems . . . . . . . 345Salifou Mounchili and Soumaya Hamouda

Contents xxxv

Sample Selection Search to Predict Elephant Flows in IXPProgrammable Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 357Marcus Vinicius Brito da Silva, André Augusto Pacheco de Carvalho,Arthur Selle Jacobs, Ricardo José Pfitscher,and Lisandro Zambenedetti Granville

An Experimental Study on Culturally Competent Robotfor Smart Home Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369Van Cu Pham, Yuto Lim, Ha-Duong Bui, Yasuo Tan,Nak Young Chong, and Antonio Sgorbissa

A Heuristic Approach for Large-Scale Orchestration of the In-bandData Plane Telemetry Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 381Rumenigue Hohemberger, Arthur Francisco Lorenzon,Fábio Diniz Rossi, and Marcelo Caggiani Luizelli

Impact of Road Gradient on Electric Vehicle Energy Consumptionin Real-World Driving . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 393Insaf Sagaama, Amine Kchiche, Wassim Trojet, and Farouk Kamoun

Architecture for Visualizing Indoor Air Quality Datawith Augmented Reality Based Cognitive Internet of Things . . . . . . . . . 405Mohamed Saifeddine Hadj Sassi and Lamia Chaari Fourati

Security Measures in Vehicular Ad-Hoc Networks on the Exampleof Bogus and Sybil Attacks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 419Krzysztof Stepień and Aneta Poniszewska-Marańda

Comparative Analysis of Japan and the US Cybersecurity RelatedNewspaper Articles: A Content and Sentiment Analysis Approach . . . . 431Piyush Ghasiya and Koji Okamura

A Universal Defense System Based on Backtrace Canaryfor ELF Against Vulnerabilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444Jingling Zhao, Congxiang Yu, and Yunze Ni

Budgeted Constrained Coverage on Series-ParallelMulti-interface Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 458Alessandro Aloisio and Alfredo Navarra

Transformative Computing for Distributed ServicesManagement Protocols . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 470Lidia Ogiela, Makoto Takizawa, and Urszula Ogiela

Effect of Task Accomplishment for Actor Node Selectionin WSANs: Performance Evaluation and a Comparison Study . . . . . . . 476Donald Elmazi, Miralda Cuka, Makoto Ikeda, Keita Matsuo,Leonard Barolli, and Makoto Takizawa

xxxvi Contents

A Fuzzy Based Simulation System for IoT Node Selectionin an Opportunistic Network Considering IoT Node’sUnique Encounters as a New Parameter . . . . . . . . . . . . . . . . . . . . . . . . 488Miralda Cuka, Donald Elmazi, Keita Matsuo, Makoto Ikeda,Makoto Takizawa, and Leonard Barolli

A Blockchain-Based Secure Data Storage and Trading Modelfor Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 499Shahab Ali, Nadeem Javaid, Danish Javeed, Ijaz Ahmad, Anwar Ali,and Umar Mohammed Badamasi

Performance Evaluation of Nomadic Lévy Walk on Unit DiskGraphs Using Hierarchical Clustering . . . . . . . . . . . . . . . . . . . . . . . . . . 512Koichiro Sugihara and Naohiro Hayashibara

Animal Species Recognition Using Deep Learning . . . . . . . . . . . . . . . . . 523Mai Ibraheam, Fayez Gebali, Kin Fun Li, and Leonard Sielecki

Implementing On-Chip Wireless Communication in Multi-stageInterconnection NoCs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 533Sirine Mnejja, Yassine Aydi, Mohamed Abid, Salvatore Monteleone,Maurizio Palesi, and Davide Patti

Synergy of Trust, Blockchain and Smart Contracts for Optimizationof Decentralized IoT Service Platforms . . . . . . . . . . . . . . . . . . . . . . . . . 547Besfort Shala, Ulrich Trick, Armin Lehmann, Bogdan Ghita,and Stavros Shiaeles

SSR: A Stall Scheme Reducing Bubbles in Load-Use Hazardof RISC-V Pipeline . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559Dongchu Su, Yong Li, and Bo Yuan

On the Regression and Assimilation for Air Quality Mapping UsingDense Low-Cost WSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 566Mohamed Anis Fekih, Ichrak Mokhtari, Walid Bechkit,Yasmine Belbaki, and Hervé Rivano

Evaluation of SLA Negotiation for Personalized SDNService Delivery . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 579Shuraia Khan and Farookh Khadeer Hussain

Trust-Based Decision Making for Food-Energy-Water Actors . . . . . . . . 591Suleyman Uslu, Davinder Kaur, Samuel J. Rivera, Arjan Durresi,and Meghna Babbar-Sebens

Trust-Based Human-Machine Collaboration Mechanismfor Predicting Crimes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 603Davinder Kaur, Suleyman Uslu, Arjan Durresi, George Mohler,and Jeremy G. Carter

Contents xxxvii

Detection of Users’ Abnormal Behavior on Social Networks . . . . . . . . . 617Nour El Houda Ben Chaabene, Amel Bouzeghoub, Ramzi Guetari,Samar Balti, and Henda Hajjami Ben Ghezala

Efficient Authentication Scheme Using Blockchain in IoT Devices . . . . . 630Himani Sikarwar, Debasis Das, and Sumit Kalra

VNF-DOC: A Dynamic Overload Controller for VirtualizedNetwork Functions in Cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 642Sudhakar Murugasen, Shankar Raman, and Kamakoti Veezhinathan

On the Impact of Delays on Control Packets of Routing Algorithmsand Mitigation Strategies for Wireless Ad-Hoc Networks . . . . . . . . . . . 657Pratik Kumar Sinha, Subhrabrata Choudhury, and Animesh Dutta

An Innovative Big Data Predictive Analytics Frameworkover Hybrid Big Data Sources with an Applicationfor Disease Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 669Joglas Souza, Carson K. Leung, and Alfredo Cuzzocrea

Optimisation of the CSIT Allocation Size for InterferenceAlignment Technique in Massive MIMO Networks . . . . . . . . . . . . . . . . 681Hosni Manai, Larbi Ben Hadj Slama, and Ridha Bouallegue

A Flexible and Interpretable Framework for Predicting AnomalousBehavior in Industry 4.0 Environments . . . . . . . . . . . . . . . . . . . . . . . . . 693Rocco Langone, Alfredo Cuzzocrea, and Nikolaos Skantzos

Future Internet Exchange Point (FIXP): Enabling Future InternetArchitectures Interconnection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 703José A. T. Gavazza, Juliano Coelho Melo, Thiago Bueno da Silva,Antonio M. Alberti, Pedro Frosi Rosa, Flávio de Oliveira Silva,Fábio L. Verdi, and José Augusto Suruagy

Ensuring the Practical Applicability of Algorithms for UserBehavior Modeling Through Integration into BuildingAutomation Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 715Markus Aleksy and Philipp Bauer

Analysis of Human Vital Functions Based on Data from Internetof Things Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 722Aneta Poniszewska-Marańda and Maciej Pluta

Adaptive Multi-agent-based Alert System for Diseases’ Detection . . . . . 734Ibtihel Selmi, Nadia Kabachi, Sana Ben Abdallah,Chirine Ghedira Guegan, and Hajer Baazaoui

Anycast MAC Protocol with Advanced Preamble for WirelessSensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 746João Carlos Giacomin, Gustavo Figueiredo Araújo, and Tales Heimfarth

xxxviii Contents

Ant Colony Optimization Algorithm for Split Delivery VehicleRouting Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 758Joanna Ochelska-Mierzejewska

Multi-objective Priority Based Heuristic Optimization for RegionCoverage with UAVs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 768Kemal Ihsan Kilic, Orhan Gemikonakli, and Leonardo Mostarda

Network Forensics of WhatsApp: A Practical Approach Basedon Side-Channel Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 780Gianluca De Luca Fiscone, Raffaele Pizzolante, Arcangelo Castiglione,and Francesco Palmieri

Incentive Mechanism for Mobile Crowdsensing in SpatialInformation Prediction Using Machine Learning . . . . . . . . . . . . . . . . . . 792Ryoichi Shinkuma, Rieko Takagi, Yuichi Inagaki, Eiji Oki,and Fatos Xhafa

Constructing Balanced, Conflict-Minimal, Overlap-Fair ChannelSensing Schedules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 804Paulo Aragao and Reinhard Gotzhein

Investigation into MPI All-Reduce Performance in a DistributedCluster with Consideration of Imbalanced Process Arrival Patterns . . . 817Jerzy Proficz, Piotr Sumionka, Jarosław Skomiał, Marcin Semeniuk,Karol Niedzielewski, and Maciej Walczak

Enabling Multi-domain and End-to-End Slice Orchestrationfor Virtualization Everything Functions (VxFs) . . . . . . . . . . . . . . . . . . . 830Rodrigo Moreira, Pedro Frosi Rosa, Rui Luis Andrade Aguiar,and Flávio de Oliveira Silva

A RSA-Biometric Based User Authentication Schemefor Smart Homes Using Smartphones . . . . . . . . . . . . . . . . . . . . . . . . . . 845Amir Mohammadi Bagha, Isaac Woungang, Sanjay Kumar Dhurandher,and Issa Traore

A Bottom-Up Approach for Extracting Network Intents . . . . . . . . . . . . 858Rafael Hengen Ribeiro, Arthur Selle Jacobs, Ricardo Parizotto,Luciano Zembruzki, Alberto Egon Schaeffer-Filho,and Lisandro Zambenedetti Granville

dnstracker: Measuring Centralization of DNS Infrastructurein the Wild . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 871Luciano Zembruzki, Arthur Selle Jacobs, Gustavo Spier Landtreter,Lisandro Zambenedetti Granville, and Giovane C. M. Moura

Classification of Encrypted Internet Traffic Using Kullback-LeiblerDivergence and Euclidean Distance . . . . . . . . . . . . . . . . . . . . . . . . . . . . 883Vanice Canuto Cunha, Arturo A. Z. Zavala, Pedro R. M. Inácio,Damien Magoni, and Mario M. Freire

Contents xxxix

Facing the Unknown: A Stream Learning Intrusion DetectionSystem for Reliable Model Updates . . . . . . . . . . . . . . . . . . . . . . . . . . . . 898Eduardo K. Viegas, Altair O. Santin, Vinicius V. Cogo,and Vilmar Abreu

Efficient Distributed D2D ProSe-Based Service Discoveryand Querying in Disaster Situations . . . . . . . . . . . . . . . . . . . . . . . . . . . . 910Sami Abdellatif, Okba Tibermacine, Walid Bechkit,and Abdelmalik Bachir

Micro-service Based Network Managementfor Distributed Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 922Rafael de Jesus Martins, Rodolfo B. Hecht, Ederson Ribas Machado,Jéferson Campos Nobre, Juliano Araujo Wickboldt,and Lisandro Zambenedetti Granville

Offloading the Small Cells for Load Balancing in UDNsUsing the Proactive and the User Transfer Algorithms with Reducingthe APs Inter-communications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 934Mohamad Salhani

Weighted-Gain Beam Selection for Beamspace mmWave MassiveMIMO Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 947Maroua Shili, Moufida Hajjaj, and Mohamed Lassaad Ammari

Implementing the Cognition Level for Industry 4.0 by IntegratingAugmented Reality and Manufacturing Execution Systems . . . . . . . . . . 957Alfonso Di Pace, Giuseppe Fenza, Mariacristina Gallo, Vincenzo Loia,Aldo Meglio, and Francesco Orciuoli

Dynamic User Interests Profiling Using Fuzzy Logic Application . . . . . . 968Abd El Heq Silem, Hajer Taktak, and Faouzi Moussa

Blended Learning Course Design from the Perspective of LearningPowered by Technology-A Case Study on Computer Networking . . . . . 980Yuanyi Qi, Jianhua Yang, and Yongzhong Zhang

A Secure and Distributed Control Plane for SoftwareDefined Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 994Jefferson Pereira da Silva, Eduardo Alchieri, Jacir Bordim,and Lucas Costa

Efficiently Detecting Web Spambots in a TemporallyAnnotated Sequence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1007Hayam Alamro, Costas S. Iliopoulos, and Grigorios Loukides

On Scheduling Transaction in Grid Processing System ConsideringLoad Using Fuzzy Ant Colony Optimization . . . . . . . . . . . . . . . . . . . . . 1020Dharmendra Prasad Mahato

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DeepScheduling: Grid Computing Job Scheduler Based on DeepReinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1032Lucas C. Casagrande, Guilherme P. Koslovski, Charles C. Miers,and Maurício A. Pillon

Communication QoS-Aware Navigation of Autonomous Robotsfor Effective Coordination . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1045Amar Nath and Rajdeep Niyogi

Semantic CPPS in Industry 4.0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1057Giuseppe Fenza, Mariacristina Gallo, Vincenzo Loia, Domenico Marino,Francesco Orciuoli, and Alberto Volpe

Semantically Oriented Idioms for Sentiment Analysis. A LinguisticResource for the Italian Language . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1069Serena Pelosi

Keywords Co-occurrence Analysis to Map New Topics and RecentTrends in Social Research Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1078Maria Carmela Catone, Paolo Diana, and Giuseppe Giordano

Context-Aware Service Composition with Functionally EquivalentServices for Complex User Requests . . . . . . . . . . . . . . . . . . . . . . . . . . . 1089Sujata Swain and Rajdeep Niyogi

Cloud Resources Reassignment Based on CPUand Bandwidth Correlation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1101Sergi Vila, Nilson Moraes, Fernando Guirado, Josep L. Lérida,Fernando Cores, and Fábio L. Verdi

Elixir: An Agent for Supporting Elasticity in Docker Swarm . . . . . . . . 1114Michail S. Alexiou and Euripides G. M. Petrakis

A Distributed Decision Making Model for Cloudlets Network:A Fog to Cloud Computing Approach . . . . . . . . . . . . . . . . . . . . . . . . . . 1126Amel Ben Lazreg, Anis Ben Arbia, and Habib Youssef

Data Center Resource Provisioning Using Particle SwarmOptimization and Cuckoo Search: A Performance Comparison . . . . . . . 1138Khaoula Braiki and Habib Youssef

A Multi-Criteria Decision Making Approach for Cloud-FogCoordination . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1150Fadwa Yahya, Zakaria Maamar, and Khouloud Boukadi

A Model-Driven Approach to Unravel the Interoperability Problemof the Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1162Imad Berrouyne, Mehdi Adda, Jean-Marie Mottu, Jean-Claude Royer,and Massimo Tisi

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Towards an Approach for Validatingthe Internet-of-Transactional-Things . . . . . . . . . . . . . . . . . . . . . . . . . . . 1176Zakaria Maamar, Mohamed Sellami, Nanjangud C. Narendra,Ikbel Guidara, Emir Ugljanin, and Bita Banihashemi

iZen: Secure Federated Service Oriented Architecturefor the Internet of Things in the Cloud . . . . . . . . . . . . . . . . . . . . . . . . . 1189Neofytos Zacharia, Konstantinos Tsakos, and Euripides G. M. Petrakis

iSWoT: Service Oriented Architecture in the Cloudfor the Semantic Web of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1201Stelios Botonakis, Aimilios Tzavaras, and Euripides G. M. Petrakis

Identity and Access Management for IoT in Smart Grid . . . . . . . . . . . . 1215Vilmar Abreu, Altair O. Santin, Eduardo K. Viegas,and Vinicius V. Cogo

Information Centric Protocols to Overcome the Limitationsof Group Communication in the IoT . . . . . . . . . . . . . . . . . . . . . . . . . . . 1227Rosana Lachowski, Marcelo E. Pellenz, Edgard Jamhour,Manoel C. Penna, Guilherme Moritz, Glauber Brante,and Richard D. Souza

Prevention of DDoS Attacks in IoT Networks . . . . . . . . . . . . . . . . . . . . 1239Fatima Ezzahra Ouerfelli, Khaled Barbaria, Belhassen Zouari,and Claude Fachkha

Dynamic Hierarchical Security Access Control with Time-LimitedMethod in Electronic Medical Record . . . . . . . . . . . . . . . . . . . . . . . . . . 1251Kuang-Yen Tai, Tzer-Shyong Chen, Frank Yeong-Sung Lin,Po-Min Huang, and Jing-Chen Tu

Development of an Information Security Management Modelfor Enterprise Automated Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1265Thamer Alhussain, Ahmad Ali AlZubi, Osama AlFarraj,Salem Alkhalaf, and Musab S. Alkhalaf

Analysis of the Relationship Between Psychological ManipulationTechniques and Both Personality Factors and BehavioralCharacteristics in Targeted Email . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1278Kota Uehara, Hiroki Nishikawa, Takumi Yamamoto, Kiyoto Kawauchi,and Masakatsu Nishigaki

RePAD: Real-Time Proactive Anomaly Detection for Time Series . . . . . 1291Ming-Chang Lee, Jia-Chun Lin, and Ernst Gunnar Gran

An Event-B Based Approach for Formal Modelling and Verificationof Smart Contracts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1303Asma Lahbib, Abderrahim Ait Wakrime, Anis Laouiti, Khalifa Toumi,and Steven Martin

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Greybox Fuzzing Based on Ant Colony Algorithm . . . . . . . . . . . . . . . . 1319Bowen Sun, Bo Wang, Baojiang Cui, and Yeqi Fu

Micro Biometric Authentication Using Fingernail Surfaces:A Study of Practical Use . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1330Yuya Shiomi, Genki Sugimoto, Ayaka Sugimoto, Kota Uehara,Masahiro Fujita, Yuto Mano, Tetsushi Ohki, and Masakatsu Nishigaki

Generating Sentiment-Preserving Fake Online Reviews UsingNeural Language Models and TheirHuman- and Machine-Based Detection . . . . . . . . . . . . . . . . . . . . . . . . . . 1341David Ifeoluwa Adelani, Haotian Mai, Fuming Fang, Huy H. Nguyen,Junichi Yamagishi, and Isao Echizen

New Programmable Data Plane Architecture Basedon P4 OpenFlow Agent . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1355Ranyelson N. Carvalho, Lucas R. Costa, Jacir L. Bordim,and Eduardo A. P. Alchieri

Code Reordering Obfuscation Technique Detection by Meansof Weak Bisimulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1368Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli,Francesco Mercaldo, and Antonella Santone

Using Four Modalities for Malware Detection Based on FeatureLevel and Decision Level Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1383Jarilyn M. Hernández Jiménez and Katerina Goseva-Popstojanova

Intrusion Detection Using ASTDs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1397Lionel N. Tidjon, Marc Frappier, and Amel Mammar

On the File Recovery in Systems Infected by Ransomware . . . . . . . . . . 1412Raffaele D’Arco, Raffaele Pizzolante, Arcangelo Castiglione,and Francesco Palmieri

An Improved Fast Correlation Attack on Fruit-80 . . . . . . . . . . . . . . . . . 1426Chunlan Zhang and Lihua Dong

A Long-Lasting Reinforcement Learning Intrusion Detection Model . . . 1437Roger Robson dos Santos, Eduardo Kugler Viegas, Altair Santin,and Vinicius Vielmo Cogo

Context-Aware and Dynamic Role-Based Access ControlUsing Blockchain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1449Mohsin Ur Rahman, Barbara Guidi, Fabrizio Baiardi, and Laura Ricci

A Framework for Classifying Web Attacks While RespectingML Requirements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1461Nourhène Ben Rabah and Ines Ben Tekeya

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Anomaly Detection and Extra Tree Regression for Assessmentof the Remaining Useful Life of Lithium-Ion Battery . . . . . . . . . . . . . . . 1474Chinedu I. Ossai and Ifeanyi P. Egwutuoha

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1489

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