Lecture Notes in Networks and Systems

Volume 96

Series Editor

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

Advisory Editors

Fernando Gomide, Department of Computer Engineering and Automation—DCA,School of Electrical and Computer Engineering—FEEC, University of Campinas—UNICAMP, São Paulo, BrazilOkyay Kaynak, Department of Electrical and Electronic Engineering,Bogazici University, Istanbul, TurkeyDerong Liu, Department of Electrical and Computer Engineering, Universityof Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academyof Sciences, Beijing, ChinaWitold Pedrycz, Department of Electrical and Computer Engineering,University of Alberta, Alberta, Canada; Systems Research Institute,Polish Academy of Sciences, Warsaw, PolandMarios M. Polycarpou, Department of Electrical and Computer Engineering,KIOS Research Center for Intelligent Systems and Networks, University of Cyprus,Nicosia, CyprusImre J. Rudas, Óbuda University, Budapest, HungaryJun Wang, Department of Computer Science, City University of Hong Kong,Kowloon, Hong Kong

The series “Lecture Notes in Networks and Systems” publishes the latestdevelopments in Networks and Systems—quickly, informally and with high quality.Original research reported in proceedings and post-proceedings represents the coreof LNNS.

Volumes published in LNNS embrace all aspects and subfields of, as well as newchallenges in, Networks and Systems.

The series contains proceedings and edited volumes in systems and networks,spanning the areas of Cyber-Physical Systems, Autonomous Systems, SensorNetworks, Control Systems, Energy Systems, Automotive Systems, BiologicalSystems, Vehicular Networking and Connected Vehicles, Aerospace Systems,Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems,Robotics, Social Systems, Economic Systems and other. Of particular value to boththe contributors and the readership are the short publication timeframe and theworld-wide distribution and exposure which enable both a wide and rapiddissemination of research output.

The series covers the theory, applications, and perspectives on the state of the artand future developments relevant to systems and networks, decision making, control,complex processes and related areas, as embedded in the fields of interdisciplinaryand applied sciences, engineering, computer science, physics, economics, social, andlife sciences, as well as the paradigms and methodologies behind them.

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

More information about this series at http://www.springer.com/series/15179

Leonard Barolli • Peter Hellinckx •

Juggapong NatwichaiEditors

Advances on P2P, Parallel,Grid, Cloud and InternetComputingProceedings of the 14th InternationalConference on P2P, Parallel, Grid, Cloudand Internet Computing (3PGCIC-2019)

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EditorsLeonard BarolliDepartment of Informationand Communication EngineeringFukuoka Institute of TechnologyFukuoka, Japan

Peter HellinckxUniversity of AntwerpAntwerp, Belgium

Juggapong NatwichaiChiang Mai UniversityChiang Mai, Thailand

ISSN 2367-3370 ISSN 2367-3389 (electronic)Lecture Notes in Networks and SystemsISBN 978-3-030-33508-3 ISBN 978-3-030-33509-0 (eBook)https://doi.org/10.1007/978-3-030-33509-0

© 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 3PGCIC-2019Organizing Committee

Welcome to the 14th International Conference on P2P, Parallel, Grid, Cloud andInternet Computing (3PGCIC-2019), which will be held in conjunction withBWCCA-2019 International Conference from November 7 to November 9, 2019, atUniversity of Antwerp, Antwerp, Belgium.

P2P, grid, cloud and Internet computing technologies have been established asbreakthrough paradigms for solving complex problems by enabling large-scaleaggregation and sharing of computational, data and other geographically distributedcomputational resources.

Grid computing originated as a paradigm for high-performance computing, as analternative to expensive supercomputers. Grid computing includes semantic andservice-oriented grid, pervasive grid, data grid, enterprise grid,autonomic grid,knowledge and economy grid.

P2P computing appeared as the new paradigm after client–server and Web-basedcomputing. These systems are evolving beyond file sharing toward a platform forlarge-scale distributed applications. P2P systems have as well inspired theemergence and development of social networking, B2B (business to business), B2C(business to consumer), B2G (business to government), B2E (business toemployee) and so on.

Cloud computing has been defined as a “computing paradigm where theboundaries of computing are determined by economic rationale rather thantechnical limits.” Cloud computing is a multi-purpose paradigm that enablesefficient management of data centers, time-sharing and virtualization of resourceswith a special emphasis on business model. Cloud Computing has fast become thecomputing paradigm with applications in all application domains and providingutility computing at large scale.

Finally, Internet computing is the basis of any large-scale distributed computingparadigms; it has very fast developed into a vast area of flourishing field withenormous impact on today’s information societies. Internet-based computing servesthus as a universal platform comprising a large variety of computing forms.

v

The aim of the 3PGCIC Conference is to provide a research forum for presentinginnovative research results, methods and development techniques from boththeoretical and practical perspectives related to P2P, grid, cloud and Internetcomputing.

In this edition, 102 papers were submitted and based on the reviewers’ reports,and the Program Committee selected 31 papers (about 30% acceptance rate) forpresentation in the conference and publication in the Springer Lecture Notes inNetworks and Systems Proceedings.

Many people have helped and worked hard to produce a successful3PGCIC-2019 technical program and conference proceedings. First, we would liketo thank all the authors for submitting their papers, the PC members and thereviewers who carried out the most difficult work by carefully evaluating thesubmitted papers.

The general chairs of the conference would like to thank the PC co-chairs fortheir great efforts in organizing a successful conference and an interestingconference program. We would like to appreciate the work of the workshopco-chairs for supporting the workshop organizers. Our appreciations also go to allworkshop organizers for their hard work in successfully organizing theseworkshops.

We thank Web administrators for their excellent work and support with the Websubmission and management system of conference. We are grateful to honoraryco-chairs for their support and encouragement. Our special thanks to keynotespeakers for delivering inspiring keynotes at the conference.

Finally, we would like to thank the Local Arrangement at University of Antwerpfor making excellent local arrangement for the conference.

We hope you will enjoy the conference and have a great time in Antwerp,Belgium.

Peter HellinckxLeonard Barolli

Flora Amato3PGCIC-2019 General Co-chairs

Jan BroeckhoveTomoki Yoshihisa

Juggapong Natwichai3PGCIC-2019 Program Committee Co-chairs

vi Welcome Message from 3PGCIC-2019 Organizing Committee

Welcome Message from 3PGCIC-2019Workshop Co-chairs

Welcome to the workshops of the 14th International Conference on P2P, Parallel,Grid, Cloud and Internet Computing (3PGCIC-2019), which will be held fromNovember 7 to November 9, 2019, at University of Antwerp, Antwerp, Belgium.

The objective of the workshops is to present research results, work on progressand thus complement the main themes of 3PGCIC-2019 with specific topics of grid,P2P, cloud and Internet computing.

The workshops cover research on simulation and modeling of emergentcomputational systems, multimedia, Web, streaming media delivery, middleware oflarge-scale distributed systems, network convergence, pervasive computing anddistributed systems and security.

The 3PGCIC-2019 workshops are as follows:

1. The 12th International Workshop on Simulation and Modelling of EmergentComputational Systems (SMECS-2019)

2. The 10th International Workshop on Streaming Media Delivery andManagement Systems (SMDMS-2019)

3. The 9th International Workshop on Multimedia, Web and Virtual RealityTechnologies and Applications (MWVRTA-2019)

4. The 9th International Workshop on Adaptive Learning via Interactive,Cognitive and Emotional approaches (ALICE-2019)

5. The 7th International Workshop on Cloud and Distributed System Applications(CADSA-2019)

6. The 7th International Workshop on Cloud Computing Project and Initiatives(CCPI-2019)

7. The 6th International Workshop on Distributed Embedded Systems(DEM-2019)

8. The 5th International Workshop on Signal Processing and Machine Learning(SiPML-2019)

9. The 2nd International Workshop on Business Intelligence and DistributedSystems (BIDS-2019)

vii

We would like to thank all workshop organizers for their hard work inorganizing these workshops and selecting high-quality papers for presentation atworkshops, the interesting programs and the arrangements of the workshop duringthe conference days.

We hope you will enjoy the conference and have a great time in Antwerp,Belgium

Siegfried MercelisSanti Caballe

3PGCIC-2019 Workshop Chairs

viii Welcome Message from 3PGCIC-2019 Workshop Co-chairs

3PGCIC-2019 Organizing Committee

Honorary Co-chairs

Makoto Takizawa Hosei University, JapanWalter Sevenhans University of Antwerp, Belgium

General Co-chairs

Peter Hellinckx University of Antwerp, BelgiumLeonard Barolli Fukuoka Institute of Technology, JapanFlora Amato University of Naples Federico II, Italy

Program Committee Co-chairs

Jan Broeckhove University of Antwerp, BelgiumTomoki Yoshihisa Osaka University, JapanJuggapong Natwichai Chiang Mai University, Thailand

Workshop Co-chairs

Siegfried Mercelis University of Antwerp, BelgiumSanti Caballe Open University of Catalonia, Spain

Finance Chair

Makoto Ikeda FIT, Japan

ix

Web Administrator Co-chairs

Kevin Bylykbashi Fukuoka Institute of Technology, JapanDonald Elmazi Fukuoka Institute of Technology, JapanMiralda Cuka Fukuoka Institute of Technology, Japan

Local Organizing Co-chairs

Stig Bosmans University of Antwerp, BelgiumSimon Vanneste University of Antwerp, Belgium

Steering Committee Chair

Leonard Barolli Fukuoka Institute of Technology, Japan

Track Areas

1. Data Mining, Semantic Web and Information Retrieval

Co-chairs

Bowonsak Srisungsittisunti University of Phayao, ThailandFrancesco Piccialli University of Naples Federico II, ItalyAgnes Haryanto Monash University, Australia

PC Members

De-Nian Yang Academia Sinica, TaiwanNicola Cuomo ESET, SlovakiaMarco Cesarano Marvell Semiconductor, Santa Clara, California,

USAGiuseppe Cicotti Definiens, The Tissue Phenomics Company,

Munich, GermanyMarco Giacalone Vrije Universiteit Brussel, BelgiumSeyedehSajedeh Saleh Vrije Universiteit Brussel, BelgiumLuca Sorrentino Brightstep AB, Stockholm, SwedenAntonino Vespoli Centre for Intelligent Power at Eaton, Dublin,

IrelandWenny Rahayu La Trobe University, AustraliaDavid Taniar Monash University, AustraliaEric Pardede La Trobe University, AustraliaKiki Adhinugraha La Trobe University, Australia

x 3PGCIC-2019 Organizing Committee

2. Cloud and Service-Oriented Computing

Co-chairs

Mario Dantas Federal University of Juiz de Fora (UFJF), BrazilFrancesco Orciuoli University of Salerno, ItalyWang Xu An Engineering University of CAPF, China

PC Members

Douglas D. J. de Macedo Federal University of Santa Catarina, BrazilEdelberto Franco Silva Federal University of Juiz de Fora, BrazilMassimo Villari University of Messina, ItalyStefano Chessa University of Pisa, ItalyMiriam Capretz University of Western Ontario, CanadaJean-Francois Mehaut University of Grenoble Alpes, FranceGiuseppe Fenza University of Salerno, ItalyCarmen De Maio University of Salerno, ItalyAngelo Gaeta University of Salerno, ItalySergio Miranda University of Salerno, Italy

3. Security and Privacy for Distributed Systems

Co-chairs

Aniello Castiglione University of Naples Parthenope, ItalyMichal Choras University of Bydgoszcz, PolandGiovanni Mazzeo University of Naples Parthenope, Italy

PC Members

Silvio Barra University of Cagliari, ItalyCarmen Bisogni University of Salerno, ItalyJavier Garcia Blas Charles III University of Madrid, SpainHan Jinguang University of Surrey, UKSokol Kosta University of Aalborg, DenmarkGloria Ortega López University of Malaga, SpainRaffaele Montella University of Naples Parthenope, ItalyFabio Narducci University of Naples Parthenope, ItalyRafal Kozik UTP Bydgoszcz, PolandJoerg Keller FUH Hagen, GermanyRafal Renk UAM Poznan, PolandSalvatore D’Antonio University of Naples Parthenope, ItalyLukasz Apiecionek UKW Bydgoszcz, PolandJoao Campos University of Coimbra, PortugalGerhard Habiger Ulm University, Germany

3PGCIC-2019 Organizing Committee xi

Luigi Sgaglione University of Naples Parthenope, ItalyValerio Formicola University of Naples Parthenope, Italy

4. P2P, Grid and Scalable Computing

Co-chairs

Nadeem Javaid COMSATS University Islamabad, PakistanEvjola Spaho Polytechnic University of Tirana, Albania

PC Members

Joan Arnedo-Moreno Open University of Catalonia, SpainSanti Caballe Open University of Catalonia, SpainKeita Matsuo Fukuoka Institute of Technology, JapanVladi Kolici Polytechnic University of Tirana, AlbaniaYi Liu Fukuoka Institute of Technology, JapanYusuke Gotoh Okayama University, JapanAkihiro Fujimoto Wakayama University, JapanKamran Munir University of the West England, UKSafdar Hussain Bouk Daegu Gyeongbuk Institute of Science

and Technology (DGIST), KoreaMuhammad Imran King Saud University, Saudi ArabiaSyed Hassan Ahmed Georgia Southern University, USAHina Nasir Air University Islamabad, PakistanSakeena Javaid COMSATS University Islamabad, PakistanRasool Bakhsh COMSATS University Islamabad, PakistanAsif Khan COMSATS University Islamabad, PakistanAdia Khalid COMSATS University Islamabad, PakistanSana Mujeeb COMSATS University Islamabad, Pakistan

5. Bio-inspired Computing and Pattern Recognition

Co-chairs

Francesco Mercaldo Institute of Informatics and Telematics (IIT),CNR, Italy

Salvatore Vitabile University of Palermo, Italy

PC Members

Andrea Saracino Institute of Informatics and Telematics (IIT),CNR, Italy

Andrea De Lorenzo University of Trieste, ItalyFabio Di Troia San Jose State University, USA

xii 3PGCIC-2019 Organizing Committee

Jelena Milosevic TU Wien, AustriaMartina Lindorfer University of California, Santa Barbara, USA

6. Intelligent and Cognitive Systems

Co-chairs

Serena Pelosi University of Salerno, ItalyAlessandro Maisto University of Salerno, ItalyNico Surantha Bina Nusantara University, Indonesia

PC Members

Lorenza Melillo University of Salerno, ItalyFrancesca Esposito University of Salerno, ItalyPierluigi Vitale University of Salerno, ItalyChiara Galdi EURECOM, Sophia Antipolis, FranceMarica Catone University of Salerno, ItalyAnnibale Elia University of Salerno, ItalyRaffaele Guarasci Institute for High Performance Computing

and Networking (ICAR), CNR, ItalyMario Monteleone University of Salerno, ItalyAzzurra Mancuso University of Salerno, ItalyDaniela Trotta University of Salerno, Italy

7. Web Application, Multimedia and Internet Computing

Co-chairs

Giovanni Cozzolino University of Naples Federico II, ItalyYasuo Ebara Kyoto University, Japan

PC Members

Flora Amato University of Naples Federico II, ItalyVincenzo Moscato University of Naples Federico II, ItalyWalter Balzano University of Naples Federico II, ItalyFrancesco Moscato University of Campania Luigi Vanvitelli, ItalyFrancesco Mercaldo National Research Council of Italy (CNR), ItalyAlessandra Amato University of Naples Federico II, ItalyFrancesco Piccialli University of Naples Federico II, ItalyTetsuro Ogi Keio University, JapanHideo Miyachi Tokyo City University, JapanKaoru Sugita Fukuoka Institute of Technology, JapanAkio Doi Iwate Prefectural University, JapanTomoyuki Ishida Fukuoka Institute of Technology, Japan

3PGCIC-2019 Organizing Committee xiii

8. Distributed Systems and Social Networks

Co-chairs

Masaki Kohana Chuo University, JapanJana Nowakova VSB - Technical University of Ostrava,

Czech Republic

PC Members

Jun Iio Chuo University, JapanShusuke Okamoto Seikei University, JapanHiroki Sakaji The University of Tokyo, JapanShinji Sakamoto Seikei University, JapanMasaru Kamada Ibaraki University, JapanMartin Hasal VSB - Technical University of Ostrava,

Czech RepublicJakub Safarik VSB - Technical University of Ostrava,

Czech RepublicMichal Pluhacek Tomas Bata University in Zlin, Czech Republic

9. IoT Computing Systems

Co-chairs

Francesco Moscato University of Campania Luigi Vanvitelli, ItalyPaskorn Champrasert Chiang Mai University, ThailandLei Shu Nanjing Agricultural University, China

PC Members

Chonho Lee Cybermedia Center, Osaka University, JapanYuthapong Somchit Chiang Mai University, ThailandPruet Boonma Chiang Mai University, ThailandSomrawee Aramkul Chiang Mai Rajabhat University, ThailandRoselin Petagon Chiang Mai Rajabhat University, ThailandGuisong Yang University of Shanghai for Science

and Technology, P.R. ChinaBaohua Zhang College of Engineering, Nanjing Agricultural

University, ChinaYe Liu College of Engineering, Nanjing Agricultural

University, ChinaKai Huang College of Engineering, Nanjing Agricultural

University, ChinaJun Liu School of Automation, Guangdong Polytechnic

Normal University, China

xiv 3PGCIC-2019 Organizing Committee

Feng Wang Hubei University of Arts and Science, ChinaAlba Amato National Research Council of Italy (CNR), ItalySalvatore Venticinque University of Campania Luigi Vanvitelli, ItalyFlora Amato University of Naples Federico II, Italy

10. Wireless Networks and Mobile Computing

Co-chairs

Akimitu Kanzaki Shimane University, JapanShinji Sakamoto Seikei University, Japan

PC Members

Teruaki Kitasuka Hiroshima University, JapanHiroyasu Obata Hiroshima City University, JapanTetsuya Shigeyasu Prefectural University of Hiroshima, JapanChisa Takano Hiroshima City University, JapanShigeru Tomisato Okayama University, JapanMakoto Ikeda Fukuoka Institute of Technology, JapanKeita Matsuo Fukuoka Institute of Technology, JapanDonald Elmazi Fukuoka Institute of Technology, JapanAdmir Barolli Aleksander Moisiu University of Durres, AlbaniaEvjola Spaho Polytechnic University of Tirana, AlbaniaElis Kulla Okayama University of Science, JapanTetsuya Oda Okayama University of Science, Japan

3PGCIC-2019 Reviewers

Amato FloraBarolli AdmirBarolli LeonardBarra SilvioBoonma PruetCaballé SantiCapretz MiriamCapuano NicolaChamprasert PaskornChoras MichalCozzolino GiovanniCui BaojiangD’Antonio SalvatoreDi Martino BeniaminoEbara Yasuo

Enokido TomoyaFenza GiuseppeFicco MassimoFiore UgoFortino GiancarloFun Li KinFunabiki NobuoGiacalone MarcoGoreti MarreirosGotoh YusukeHasal MartinHayashibara NaohiroHellinckx PeterHussain FarookhHussain Omar

3PGCIC-2019 Organizing Committee xv

Jordi ConesaJorge Ricardo RodríguezIio JunIkeda MakotoIshida TomoyukiKamada MasaruKanzaki AkimitsuKohana MasakiKolici VladiKoyama AkioKryvinska NataliaKulla ElisLoia VincenzoLiu YiMa KunMaisto AlessandroMizera-Pietraszko JolantaMacedo DouglasMatsuo KeitaMazzeo GiovanniMessina FabrizioMoore PhilipMoreno EdwardMoscato FrancescoNatwichai, JuggapongNishino HiroakiNabuo FunabikiNowakova JanaOda Tetsuya

Ogiela LidiaOgiela MarekOgiela UrsulaOkada YoshihiroOrciuoli FrancescoPace PasqualePalmieri FrancescoPardede EricRahayu WennyRawat DandaRitrovato PierluigiRodriguez Jorge RicardoSakaji HirokiShibata YoshitakaShu LeiSpaho EvjolaSomchit YuthapongSugita KaoruSurantha NicoTakizawa MakotoTaniar DavidUchida NorikiUchiya TakahiroUehara MinoruVenticinque SalvatoreVillari MassimoWang Xu AnYoshihisa Tomoki

xvi 3PGCIC-2019 Organizing Committee

Welcome Message from SMECS-2019Workshop Organizers

On behalf of the Organizing Committee of the 12th International Workshop onSimulation and Modelling of Engineering & Computational Systems, we wouldlike to warmly welcome you for this workshop, which is held in conjunction withthe 14th International Conference on P2P, Parallel, Grid, Cloud and InternetComputing (3PGCIC-2019) from November 7 to November 9, 2019, at Universityof Antwerp, Belgium.

Modeling and simulation have become the de facto approach for studying thebehavior of complex engineering and enterprise information and communicationsystems before deployment in a real setting. The workshop is devoted to theadvances in modeling and simulation techniques in the fields of emergentcomputational systems in complex biological and engineering systems, and real-lifeapplications.

Modeling and simulation are greatly benefiting from the fast development ininformation technologies. The use of mathematical techniques in the developmentof computational analysis together with the ever-greater computational processingpower is making possible the simulation of very large complex dynamic systems.This workshop seeks relevant contributions to the modeling and simulation drivenby computational technology.

The papers were reviewed and give a new insight into latest innovations in thedifferent modeling and simulation techniques for emergent computational systemsin computing, networking, engineering systems and real-life applications. Specialattention is paid to modeling techniques for information security, encryption,privacy and authentication.

We hope that you will find the workshop an interesting forum for discussion,research cooperation, contacts and valuable resource of new ideas for your researchand academic activities.

Leonard BarolliWang Xu An

SMECS-2019 Workshop Organizers

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SMECS-2019 Program Committee

Workshop Organizers

Leonard Barolli Fukuoka Institute of Technology, JapanWang Xu An Engineering University of CAPF, China

PC Members

Markus Aleksy ABB, GermanyMakoto Ikeda Fukuoka Institute of Technology, JapanKin Fun Li University of Victoria, CanadaHiroaki Nishino University of Oita, JapanKeita Matsuo Fukuoka Institute of Technology, JapanMakoto Takizawa Hosei University, JapanTomoya Enokido Rissho University, JapanNatalia Kryvinska University of Vienna, AustriaEvjola Spaho Polytechnic University of Tirana, AlbaniaFlora Amato University of Naples Federico II, Italy

xviii Welcome Message from SMECS-2019 Workshop Organizers

Welcome Message from SMDMS-2019Workshop Organizers

It is my great pleasure to welcome you to the 8th International Workshop onStreaming Media Delivery and Management Systems (SMDMS-2019). Thisworkshop is held in conjunction with the 14th International Conference on P2P,Parallel, Grid, Cloud and Internet Computing (3PGCIC-2019) from November 7 toNovember 9, 2019, at University of Antwerp, Belgium.

The tremendous advances in communication and computing technologies havecreated large academic and industry fields for streaming media. Streaming mediahave an interesting feature that the data stream continuously. They include manytypes of data like sensor data, video/audio data, stock data and so on. It is obviousthat with the accelerating trends toward streaming media, information andcommunication techniques will play an important role in the future network. Inorder to accelerate this trend, further progresses of the researches on streamingmedia delivery and management systems are necessary. The aim of this workshopis to bring together practitioners and researchers from both academia and industry inorder to have a forum for discussion and technical presentations on the currentresearches and future research directions related to this hot research area.

I would like to express my gratitude to the authors of the submitted papers fortheir excellent papers. I am very thankful to the Program Committee members whodevoted their time for preparing and supporting the workshop. Without their help,this workshop would never be successful. A list of all of them is given in theprogram as well as the workshop Web site. I would like to also thank 3PGCIC-2019Organizing Committee members for their tremendous support for organizing.

Finally, I wish to thank all SMDMS-2019 attendees for supporting thisworkshop. I hope that you have a memorable experience you will never forget.

Tomoki YoshihisaSMDMS-2019 Workshop Chair

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SMDMS-2019 Organizing Committee

Workshop Chair

Tomoki Yoshihisa Osaka University, Japan

International Liaison Chair

Lei Shu Nanjing Agricultural University, China

Program Committee Members

Akihiro Fujimoto Wakayama University, JapanAkimitu Kanzaki Shimane University, JapanMithun Mukherjee Guangdong University of Petrochemical

Technology, ChinaTomoya Kawakami Nara Institute of Science and Technology, JapanToshiro Nunome Nagoya Institute of Technology, JapanYusuke Gotoh Okayama University, Japan

xx Welcome Message from SMDMS-2019 Workshop Organizers

Welcome Message from MWVRTA-2019Workshop Organizers

Welcome to the 9th International Workshop on Multimedia, Web and VirtualReality Technologies and Applications (MWVRTA-2019), which will be held inconjunction with the 14th International Conference on P2P, Parallel, Grid, Cloudand Internet Computing (3PGCIC-2019) from November 7 to November 9, 2019, atUniversity of Antwerp, Belgium.

With appearance of multimedia, Web and virtual reality technologies, differenttypes of networks, paradigms and platforms of distributed computation areemerging as new forms of the computation in the new millennium. Among theseparadigms and technologies, Web computing, multimodal communication andtele-immersion software are most important. From the scientific perspective, oneof the main targets behind these technologies and paradigms is to enable thesolution of very complex problems such as e-science problems that arise in differentbranches of science, engineering and industry. The aim of this workshop is topresent innovative research and technologies as well as methods and techniquesrelated to new concept, service and application software in emergent computationalsystems, multimedia, Web and virtual reality. It provides a forum for sharing ideasand research work in all areas of multimedia technologies and applications.

We would like to express our appreciation to the authors of the submitted papersand to the Program Committee members, who provided timely and significantreview.

We hope that all of you will enjoy MWVRTA-2019 and find this a productiveopportunity to exchange ideas and research work with many researchers.

Kaoru SugitaLeonard Barolli

MWVRTA-2019 Workshop Co-chairs

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MWVRTA-2019 Program Committee

Workshop Co-chairs

Kaoru Sugita Fukuoka Institute of Technology, JapanLeonard Barolli Fukuoka Institute of Technology, Japan

Program Committee Members

Tetsuro Ogi Keio University, JapanYasuo Ebara Osaka University, JapanNobuyoshi Satou Iwate Prefectural University, JapanMakio Ishihara Fukuoka Institute of Technology, JapanAkihiro Miyakawa Information Policy Division of Nanao-City,

Ishikawa, JapanAkio Koyama Yamagata University, JapanKeita Matsuo Fukuoka Institute of Technology, JapanFatos Xhafa Technical University of Catalonia, SpainVladi Kolici Polytechnic University of Tirana, AlbaniaJoan Arnedo-Moreno Open University of Catalonia, SpainHiroaki Nishino Oita University, JapanFarookh Hussain University of Technology Sydney, Australia

xxii Welcome Message from MWVRTA-2019 Workshop Organizers

Welcome Message from ALICE-2019Workshop Organizers

It is our great pleasure to welcome you to the 9th International Workshop onAdaptive Learning via Interactive, Collaborative and Emotional approaches(ALICE-2019), which is held in conjunction with the 14th International Conferenceon P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2019) fromNovember 7 to November 9, 2019, at University of Antwerp, Belgium.

ALICE Workshop aims at providing a forum for innovative adaptive e-learningcombining personalization, collaboration and simulation aspects within anaffective-/emotional-based approach able to contribute to the overcoming of thequoted limitations of current e-learning systems and content. Special emphasis isgiven to MOOC environments that are interactive, challenging and context-awarewhile enabling learners’ demand of empowerment, e-assessment and authenticlearning experience.

We accepted high-quality papers for ALICE-2019 that addressed the aboveissues and have consistently highlighted e-assessment, artificial intelligence,affective computing and learning analytics as hot topics in the current e-learningarena in order to engage and motivate students in the learning process. A selectionof these papers will be considered after the workshop for publication in theInternational Journal of Emerging Technologies in Learning (iJET) indexed inScopus.

ALICE-2019 is supported by the EU Project “colMOOC: IntegratingConversational Agents and Learning Analytics in MOOCs”(588438-EPP-1-2017-1-EL-EPPKA2-KA), (http://colmooc.eu/). People inside andoutside this project contributed to the success of this edition of the ALICEWorkshop, we really appreciate their support. In addition, we would like to thankthe Organizing Committee of 3PGCIC-2019 for giving us the opportunity toorganize ALICE-2019 as well as the Local Arrangement chairs for the localarrangement of the workshop. Finally, we would like to thank all the authors of the

xxiii

workshop for submitting their research works and for their participation. We arelooking forward to meeting them again in the forthcoming editions of theworkshop. Last but not least, we would like to express our great appreciation toALICE-2019 reviewers who carefully evaluated the submitted papers.

We hope you enjoy the workshop and have a great time in Antwerp, Belgium!

Santi CaballéNicola Capuano

ALICE-2019 Workshop Organizers

ALICE-2019 Program Committee

Workshop Organizers

Santi Caballé Open University of Catalonia, SpainNicola Capuano University of Salerno, Italy

PC Members

Antonio Cerrato University of Naples Federico II, ItalyJordi Conesa Open University of Catalonia, SpainThanasis Daradoumis University of the Aegean, GreeceGiuliana Dettori Italian National Research Council, ItalySara de Freitas Coventry University, UKAngelo Gaeta University of Salerno, ItalyDavid Gañán Open University of Catalonia, SpainIsabel Guitart Open University of Catalonia, SpainChristian Gütl Graz University of Technology, AustriaJorge Miguel Open University of Catalonia, SpainNéstor Mora Open University of Catalonia, SpainAnna Pierri University of Salerno, ItalyKrassen Stefanov Sofia University “St. Kliment Ohridski,” Bulgaria

xxiv Welcome Message from ALICE-2019 Workshop Organizers

Welcome Message from CADSA-2019Workshop Organizer

Welcome to the 7th International Workshop on Cloud and Distributed SystemApplications (CADSA-2019), which is held in conjunction with the 14thInternational Conference on P2P, Parallel, Grid, Cloud and Internet Computing(3PGCIC-2019) from November 7 to November 9, 2019, at University of Antwerp,Belgium.

This International Workshop on Cloud and Distributed System Applicationsbrings together scientists, engineers and students for sharing experiences, ideas andresearch results about domain-specific applications relying on cloud computing ordistributed systems.

This workshop provides an international forum for researchers and participantsto share and exchange their experiences, discuss challenges and present originalideas in all aspects related to the cloud and distributed system application designand development.

We have encouraged innovative contributions about cloud and distributedcomputing as follows:

– Distributed computing applications– Cloud computing applications– Collaborative platforms– Topologies for distributed computing– Semantic technologies for cloud– Modeling and simulation of cloud computing– Modeling and simulation of distributed system– Distributed knowledge management– Distributed computing for smart cities– Distributed computing for e-health– Quality evaluation of distributed services

Many people contributed to the success of CADSA-2019. I would like to thankthe Organizing Committee of 3PGCIC-2019 International Conference for giving usthe opportunity to organize the workshop. I also would like to thank Program

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Committee members and authors of the workshop for submitting their researchworks and for their participation. Finally, I would like to thank the LocalArrangement chairs of the 3PGCIC-2019 International Conference.

I hope you will enjoy CADSA-2019 Workshop and 3PGCIC-2019 InternationalConference, find this a productive opportunity for sharing experiences, ideas andresearch results with many researchers and have a great time in Antwerp, Belgium.

Flora AmatoCADSA-2019 Workshop Chair

CADSA-2019 Program Committee

Workshop Chair

Flora Amato University of Naples Federico II, Italy

Program Committee Members

Antonino Mazzeo University of Naples Federico II, ItalyNicola Mazzocca University of Naples Federico II, ItalyCarlo Sansone University of Naples Federico II, ItalyBeniamino di Martino Second University of Naples, ItalyAntonio Picariello University of Naples Federico II, ItalyValeria Vittorini University of Naples Federico II, ItalyAnna Rita Fasolino University of Naples Federico II, ItalyUmberto Villano Università degli Studi del Sannio, ItalyKami Makki Lamar University, Beaumont (Texas), USAValentina Casola University of Naples Federico II, ItalyStefano Marrone Second University of Naples, ItalyAlessandro Cilardo University of Naples Federico II, ItalyVincenzo Moscato University of Naples Federico II, ItalyPorfirio Tramontana University of Naples Federico II, ItalyFrancesco Moscato Second University of Naples, ItalySalvatore Venticinque Second University of Naples, ItalyEmanuela Marasco West Virginia University, USAMassimiliano Albanese George Mason University, USADomenico Amalfitano University of Naples Federico II, ItalyMassimo Esposito Institute for High Performance Computing

and Networking (ICAR), ItalyAlessandra de Benedictis University of Naples Federico II, ItalyRoberto Nardone University of Naples Federico II, ItalyMario Barbareschi University of Naples Federico II, ItalyErmanno Battista University of Naples Federico II, Italy

xxvi Welcome Message from CADSA-2019 Workshop Organizer

Mario Sicuranza Institute for High Performance Computingand Networking (ICAR), Italy

Natalia Kryvinska University of Vienna, AustriaMoujabbir Mohammed Université Hassan II Mohammedia-Casablanca,

Morocco

Welcome Message from CADSA-2019 Workshop Organizer xxvii

Welcome Message from CCPI-2019Workshop Co-chairs

Welcome to the 7th International Workshop on Cloud Computing Projects andInitiatives (CCPI-2019), which is held in conjunction with the 14th InternationalConference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2019)from November 7 to November 9, 2019, at University of Antwerp, Belgium.

The workshop was initiated as a collaboration and dissemination workshop ofEuropean Commission-funded FP7-ICT Project mOSAIC—Open-Source API andPlatform for Multiple Clouds (http://www.mosaic-cloud.eu).

Cloud computing is a recent computing paradigm for enabling convenient,on-demand network access to a shared pool of configurable computing resources(e.g., networks, servers, storage, applications and services) that can be rapidlyprovisioned and released with minimal management effort or service providerinteraction. Clouds are currently used mainly in commercial settings and focus onon-demand provision of IT infrastructure. Cloud computing can play a significantrole in a variety of areas including innovations, virtual worlds, e-business, socialnetworks or search engines.

CCPI-2019 has gathered together scientists, engineers and computer users bothfrom industry and academia to exchange and share experiences, new ideas andresearch results from collaborative international and national projects and initiativeson cloud computing. Each submitted paper was peer-reviewed by reviewers whoare experts in the cloud area. Based on the review results, we accepted very goodquality papers.

We are grateful to many people who contributed to the success of this event.First of all, we would like to thank all the authors for contributing their papers andtalks. We also appreciate the support from Program Committee members andreviewers who carried out the difficult work of carefully evaluating the submittedpapers.

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We would like to give our special thanks to Prof. Leonard Barolli, SteeringCommittee Chair of 3PGCIC International Conference for his encouragement toorganize the workshop with 3PGCIC-2019. We would like to thank 3PGCIC-2019general co-chairs, Program Committee co-chairs and workshop co-chairs for theirsupport to organize the workshop.

Beniamino Di MartinoAntonio Esposito

CCPI-2019 Workshop Co-chairs

CCPI-2019 Organizing Committee

Workshop Co-chairs

Beniamino Di Martino University of Campania Luigi Vanvitelli, ItalyAntonio Esposito University of Campania Luigi Vanvitelli, Italy

Program Committee Members

Rocco Aversa University of Campania Luigi Vanvitelli, ItalyRaj Buyya University of Melbourne, AustraliaSiegfred Benkner University of Vienna, AustriaGiuseppina Cretella University of Campania Luigi Vanvitelli, ItalySalvatore D’Angelo University of Campania Luigi Vanvitelli, ItalyMarios Dikaiakos University of Cyprus, CyprusJack Dongarra University of Tennessee, Texas, USAThomas Fahringer University of Innsbruck, AustriaMassimo Ficco University of Campania Luigi Vanvitelli, ItalyIan Foster Argonne National Laboratory, USADieter Kranzlmueller Ludwig Maximilian University of Munich,

GermanyCraig Lee Aerospace Corporation, USAIgnacio Llorente Universidad Complutense de Madrid, SpainVincenzo Loia University of Salerno, ItalySalvatore Augusto Maisto University of Campania Luigi Vanvitelli, ItalyAntonino Mazzeo University of Naples Federico II, ItalyFrancesco Moscato University of Campania Luigi Vanvitelli, ItalyStefania Nacchia University of Campania Luigi Vanvitelli, ItalyThierry Priol INRIA, FranceDana Petcu West University of Timisoara, RomaniaOmer Rana Cardiff University, UKDomenico Talia University of Calabria, Italy

xxx Welcome Message from CCPI-2019 Workshop Co-chairs

Luca Tasquier University of Campania Luigi Vanvitelli, ItalyMaria Tsakali European Commission, BelgiumSalvatore Venticinque University of Campania Luigi Vanvitelli, ItalyLaurence Yang St. Francis Xavier University, CanadaHans Zima JPL, Nasa, USA/University of Vienna, Austria

Welcome Message from CCPI-2019 Workshop Co-chairs xxxi

Welcome Message from DEM-2019Workshop Organizers

Welcome to the 6th International Workshop on Distributed Embedded Systems(DEM-2019), which is held in conjunction with the 14th International Conferenceon P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2019) fromNovember 7 to November 9, 2019, at University of Antwerp, Belgium.

The tremendous advances in communication technologies and embeddedsystems have created an entirely new research field in both academia and industryfor distributed embedded software development. This field introduces constrainedsystems into distributed software development. The implementation of limitationslike real-time requirements, power limitations and memory constraints. Within adistributed environment requires the introduction of new software developmentprocesses, software development techniques and software architectures. It isobvious that these new methodologies will play a key role in the future networkedembedded systems. In order to facilitate these processes, further progress of theresearch and engineering on distributed embedded systems is mandatory.

The International Workshop on Distributed Embedded Systems (DEM) aims tobring together practitioners and researchers from both academia and industry inorder to have a forum for discussion and technical presentations on the currentresearch and future research directions related to this hot scientific area. Topicsinclude (but are not limited to) virtualization on embedded systems, model-basedembedded software development, real time in the cloud, Internet of things,distributed safety concepts, embedded software (mechatronics, automotive, healthcare, energy, telecom, etc.), sensor fusion, embedded multicore software,distributed localization, distributed embedded software development and testing.This workshop provides an international forum for researchers and participants toshare and exchange their experiences, discuss challenges and present original ideasin all aspects of distributed and/or embedded systems.

I would like to appreciate the Organizing Committee of the 3PGCIC-2019International Conference for giving us the opportunity to organize theworkshop. My sincere thanks to Program Committee members and to all the

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authors of the workshop for submitting their research works and for theirparticipation.

I hope you will enjoy DEM Workshop and have a great time in Antwerp,Belgium.

Peter HellinckxDEM-2019 Workshop Chair

DEM-2019 Program Committee

Workshop Chair

Peter Hellinckx University of Antwerp, Belgium

Program Committee Members

Paul Demeulenaere University of Antwerp, BelgiumMarijn Temmerman University of Antwerp, BelgiumJoachim Denil McGill University, CanadaMaarten Weyn University of Antwerp, Belgium

xxxiv Welcome Message from DEM-2019 Workshop Organizers

Welcome Message from SiPML-2019Workshop Organizers

Welcome to the 5th International Workshop on Signal Processing and MachineLearning (SiPML-2019), which is held in conjunction with the 14th InternationalConference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2019)from November 7 to November 9, 2019, at University of Antwerp, Belgium.

The workshop brings together engineers, students, practitioners and researchersfrom the fields of machine learning (ML) and signal processing (SP). The aim of theworkshop is to contribute to the cross-fertilization between the research on MLmethods and their application to SP to initiate collaboration between these areas.ML usually plays an important role in the transition from data storage to decisionsystems based on large databases of signals such as the obtained from sensornetworks, Internet services or communication systems. These systems implydeveloping both computational solutions and novel models. Signals fromreal-world systems are usually complex such as speech, music, biomedical andmultimedia, among others. Thus, SP techniques are very useful for these types ofsystems to automate processing and analysis techniques to retrieve informationfrom data storage. Topics of the workshop range from foundations for real-worldsystems and processing, such as speech, language analysis, biomedicine,convergence and complexity analysis, machine learning, social networks, sparserepresentations, visual analytics, robust statistical methods.

We would like to thank the 3PGCIC-2019 International Conference for giving usthe opportunity to organize the workshop. The time and efforts of the PC membersof the workshop as well as of the authors of the workshop for submitting theirresearch works and for their participation are highly appreciated.

We wish you enjoy the workshop at the 3PGCIC-2019 Conference and have apleasant stay in Antwerp, Belgium.

Ricardo Rodriguez JorgeJolanta Mizera-Pietraszko

SiPML-2019 Workshop Co-chairs

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SiPML-2019 Program Committee

Workshop Co-chairs

Ricardo Rodriguez Jorge Autonomous University of Ciudad Juarez,Mexico

Jolanta Mizera-Pietraszko Opole University, Poland

Program Committee Members

Edgar Alonso MartínezGarcía

Autonomous University of Ciudad Juarez,Mexico

Ezendu Ariwa University of Bedfordshire, UKJiri Bila Czech Technical University in Prague,

Czech RepublicJorge Enrique Rodas Osollo Autonomous University of Ciudad Juarez,

MexicoKe Liao University of Kansas, USAMohamed Elgendi University of British Columbia, CanadaNghien N. B. Hanoi University of Industry, VietnamPit Pichappan Al-Imam University, Saudi ArabiaRafael Torres Córdoba Autonomous University of Ciudad Juarez,

MexicoYao-Liang Chung National Taipei University, Taiwan

xxxvi Welcome Message from SiPML-2019 Workshop Organizers

Welcome Message from BIDS-2019International Workshop Organizers

Welcome to the 2nd International Workshop on Business Intelligence andDistributed Systems (BIDS-2019), which is held in conjunction with the 14thInternational Conference on P2P, Parallel, Grid, Cloud and Internet Computing(3PGCIC-2019) from November 7 to November 9, 2019, at University of Antwerp,Belgium.

As many large-scale enterprise information systems start to utilize P2P networks,parallel, grid, cloud and Internet computing, they have become a major source ofbusiness information. Techniques and methodologies to extract quality informationin distributed systems are of paramount importance for many applications and usersin the business community. Data mining and knowledge discovery play key roles inmany of today’s prominent business intelligence applications to uncover relevantinformation of competitors, consumers, markets and products, so that appropriatemarketing and product development strategies can be devised. In addition, formalmethods and architectural infrastructures for related issues in distributed systems,such as e-commerce and computer security, are being explored and investigated bymany researchers.

The BIDS Workshop aims to bring together scientists, engineers and practi-tioners to discuss, exchange ideas and present their research findings on generalbusiness intelligence techniques and methodologies, as well as their application indistributed systems.

We would like to express our sincere gratitude to the members of the ProgramCommittee for their efforts, University of Antwerp, and 3PGCIC-2019 OrganizingCommittee for co-hosting BIDS-2019. Most importantly, we thank all the authorsfor their submission and contribution to the workshop.

Kin Fun LiShengrui Wang

BIDS-2019 International Workshop Co-chairs

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BIDS-2019 Program Committee

Workshop Co-chairs

Kin Fun Li University of Victoria, CanadaShengrui Wang University of Sherbrooke, Canada

Program Committee Members

Watheq El-Kharashi Ain Shams University, EgyptWei Lu Keene University, USARafael Parra-Hernandez Enquisite Software, CanadaDarshika G. Perera University of Colorado at Colorado Springs

(UCCS), USAKosuke Takano Kanagawa Institute of Technology, JapanMartine Wedlake IBM, USA

xxxviii Welcome Message from BIDS-2019 International Workshop Organizers

3PGCIC-2019 Keynote Talks

Wireless Experimentation with SDR:The Way to Drive Innovation

Ingrid Moerman

Ghent University, Ghent, Belgium

Abstract. There exist many ways for researching and developing innovativesolutions: from theoretical analysis, simulations, small-scale setup to large-scaleexperimentation. This first part of this talk will discuss the benefits and pitfalls ofdifferent approaches and illustrate them with some concrete examples.

While experimentation seems to be most challenging approach, the second partof this talk will present how the software-defined radio (SDR) facility offered in theH2020 ORCA Project is capable to accelerate wireless innovation. The advantageof SDR over “off-the-shelf” technology is that it enables full and openimplementation of all network functionality, also the lower physical and mediumaccess control (MAC) layers. The ultimate goal of the ORCA Project is to enablewireless experimenters to unlock the potential of reconfigurable radio technologyby setting up advanced experiments involving end-to-end applications that requirecontrol of novel wireless technologies or cooperation between multiple networkedSDR platforms within extreme and/or diverging communication needs in terms oflatency, reliability or throughput, well before new radio technologies becomeavailable on the market in commercial off-the-shelf products.

In the third and last part of the talk, the ORCA vision toward orchestratingnext-generation services through end-to-end network slicing will be presented.Network slicing (also known as network virtualization) allows network resources tobe used in a flexible, dynamic and customized manner, and most crucially providesisolation between different virtual networks. ORCA believes that each networksegment should have its own orchestrator, tailored to the segment’s particularities.The use of a separate orchestrator for each network segment reduces complexityand breaks down the larger E2E network orchestration problem into smaller parts.In this way, each segment orchestrator can focus on a limited number ofwell-defined tasks, reducing the software complexity, in terms of both design andimplementation. The ORCA vision is expected to foster innovation for everyone(not only big industrial players, but also smaller companies and the researchcommunity), to reduce development life cycle, to simplify standardization and tostimulate multi-disciplinary experimentation.

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2020: The AI Decade

Deevid De Meyer

Cronos Group, Leuven, Belgium

Abstract. By now it should be clear to everyone that AI has had a significantimpact over the past decade. Thanks to the rise of deep learning, applications arebeing released almost every week that were previously deemed impossible.Chatbots, deepfakes, self-driving cars, intelligent cameras, digital authors, thesetechnologies have been made feasible in the past 10 years thanks to machinelearning, and breakthroughs are still happening on almost a weekly basis. Where2010 was the decade where AI broke through, many people think that 2020 will bethe decade where it reaches maturity and widespread adoption. In this presentation,we will look at today’s frontier of artificial intelligence and predict how the field ofAI will evolve in the coming decade.

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Contents

The 14th International Conference on P2P, Parallel, Grid, Cloudand Internet Computing (3PGCIC-2019)

A Fuzzy-Based Peer Coordination Quality System in Mobile P2PNetworks: Effect of Time for Finishing Required Task(TFRT) Parameter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3Vladi Kolici, Yi Liu, and Leonard Barolli

A Fuzzy-Based System for Driving Risk Measurement (FSDRM)in VANETs: A Comparison Study of Simulationand Experimental Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14Kevin Bylykbashi, Ermioni Qafzezi, Makoto Ikeda, Keita Matsuo,and Leonard Barolli

A Comparison Study of Constriction and Linearly DecreasingVmax Replacement Methods for Wireless Mesh Networksby WMN-PSOHC-DGA Simulation System . . . . . . . . . . . . . . . . . . . . . . 26Admir Barolli, Shinji Sakamoto, Heidi Durresi, Seiji Ohara,Leonard Barolli, and Makoto Takizawa

Effect of Degree of Centrality Parameter on Actor Selectionin WSANs: A Fuzzy-Based Simulation System and ItsPerformance Evaluation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35Donald Elmazi, Miralda Cuka, Makoto Ikeda, Keita Matsuo,and Leonard Barolli

Wind Power Forecasting Based on Efficient Deep ConvolutionNeural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47Sana Mujeeb, Nadeem Javaid, Hira Gul, Nazia Daood, Shaista Shabbir,and Arooj Arif

xlv

One Step Forward: Towards a Blockchain Based Trust Modelfor WSNs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57Abdul Mateen, Jawad Tanveer, Ashrafullah, Nasir Ali Khan,Mubariz Rehman, and Nadeem Javaid

Smart Contracts for Research Lab Sharing Scholars Data RightsManagement over the Ethereum Blockchain Network . . . . . . . . . . . . . . 70Abdul Ghaffar, Muhammad Azeem, Zain Abubaker,Muhammad Usman Gurmani, Tanzeela Sultana, Faisal Shehzad,and Nadeem Javaid

Secure Service Provisioning Scheme for Lightweight Clientswith Incentive Mechanism Based on Blockchain . . . . . . . . . . . . . . . . . . 82Ishtiaq Ali, Raja Jalees ul Hussen Khan, Zainib Noshad, Atia Javaid,Maheen Zahid, and Nadeem Javaid

Node Recovery in Wireless Sensor Networks via Blockchain . . . . . . . . . 94Raja Jalees ul Hussen Khan, Zainib Noshad, Atia Javaid, Maheen Zahid,Ishtiaq Ali, and Nadeem Javaid

Towards Plug and Use Functionality for Autonomous Buildings . . . . . . 106Markus Aleksy, Reuben Borrison, Christian Groß,and Johannes Schmitt

An Evaluation of Pacemaker Cluster Resource Manager Reliability . . . 117Davide Appierto and Vincenzo Giuliano

A Secure and Distributed Architecture for Vehicular Cloud . . . . . . . . . 127Hassan Mistareehi, Tariqul Islam, Kiho Lim, and D. Manivannan

Introducing Connotation Similarity . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141Marina Danchovsky Ibrishimova and Kin Fun Li

A Cotton and Flax Fiber Classification Model Based on TransferLearning and Spatial Fusion of Deep Features . . . . . . . . . . . . . . . . . . . . 152Shangli Zhou, Song Cai, Chunyan Zeng, and Zhifeng Wang

An Automatic Text Summary Method Based on LDA Model . . . . . . . . 163Caiquan Xiong, Li Shen, and Zhuang Wang

Investigating Performance and Costin Function-as-a-Service Platforms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174Diogo Bortolini and Rafael R. Obelheiro

Optimal Bandwidth and Delay of Video Streaming Trafficin Cloud Data Center Server Racks . . . . . . . . . . . . . . . . . . . . . . . . . . . . 186Nader F. Mir, Vincy Singh, Akshay Paranjpe, Abhilash Naredla,Jahnavi Tejomurtula, Abhash Malviya, and Ashmita Chakraborty

xlvi Contents

Log-Based Intrusion Detection for Cloud Web Applications UsingMachine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197Jaron Fontaine, Chris Kappler, Adnan Shahid, and Eli De Poorter

Automatic Text Classification Through Point of Cultural InterestDigital Identifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211Maria Carmela Catone, Mariacristina Falco, Alessandro Maisto,Serena Pelosi, and Alfonso Siano

An Industrial Multi-Agent System (MAS) Platform . . . . . . . . . . . . . . . . 221Ariona Shashaj, Federico Mastrorilli, Michele Stingo,and Massimiliano Polito

Museums’ Tales: Visualizing Instagram Users’ Experience . . . . . . . . . . 234Pierluigi Vitale, Azzurra Mancuso, and Mariacristina Falco

Research Topics: A Multidisciplinary Analysis of Online Communitiesto Detect Policy-Making Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . . . 246Iolanda Sara Iannotta and Pierluigi Vitale

Proposal of Transesophageal Echo Examination Support Systemby CT Imaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258H. Takahashi, T. Katoh, A. Doi, M. Hozawa, and Y. Morino

A Study of 3D Shape Similarity Search in Point Representationby Using Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265Hideo Miyachi and Koshiro Murakami

A Fog-Cloud Approach to Enhance Communication in a DistanceLearning Cloud Based System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275Lucas Larcher, Victor Ströele, and Mario Dantas

Research Characterization on I/O Improvements of StorageEnvironments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287Laércio Pioli, Victor Ströele de Andrade Menezes,and Mario Antonio Ribeiro Dantas

Home Fine Dust Monitoring Systems Using XBee . . . . . . . . . . . . . . . . . 299Sung Woo Cho

Opinion Mining in Consumers Food Choice and Quality Perception . . . 310Alessandra Amato, Giovanni Cozzolino, and Marco Giacalone

A Model for Human Activity Recognition in AmbientAssisted Living . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 318Wagner D. do Amaral, Mario A. R. Dantas, and Fernanda Campos

Contents xlvii

Omniconn: An Architecture for Heterogeneous DevicesInteroperability on Industrial Internet of Things . . . . . . . . . . . . . . . . . . 329Bruno Machado Agostinho, Cauê Baasch de Souza,Fernanda Oliveira Gomes, Alex Sandro Roschildt Pinto,and Mario Antônio Ribeiro Dantas

A Framework for Allocation of IoT Devices to the Fog ServiceProviders in Strategic Setting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 340Anjan Bandyopadhyay, Fatos Xhafa, Saurav Mallik, Paul Krause,Sajal Mukhopadhyay, Vikash Kumar Singh, and Ujjwal Maulik

The 12th International Workshop on Simulation and Modellingof Engineering and Computational Systems (SMECS-2019)

Blockchain Based Decentralized Authentication and LicensingProcess of Medicine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 355Muhammad Azeem, Zain Abubaker, Muhammad Usman Gurmani,Tanzeela Sultana, Abdul Ghaffar, Abdul Basit Majeed Khan,and Nadeem Javaid

Detection of Malicious Code Variants Based on a Flexibleand Lightweight Net . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 367Wang Bo, Wang Xu An, Su Yang, and Nie Jun Ke

Preprocessing of Correlation Power Analysis Based on ImprovedWavelet Packet . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 378Peng Ma, Ze-yu Wang, WeiDong Zhong, and Xu An Wang

A Method of Annotating Disease Names in TCM PatentsBased on Co-training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389Na Deng, Xu Chen, and Caiquan Xiong

Semantic Annotation in Maritime Legal Case TextsBased on Co-training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399Jun Luo, Ziqi Hu, Qi Liu, Sizhuo Chen, Peiyong Wang, and Na Deng

Data Analytical Platform Deployment: A Case Study fromAutomotive Industry in Thailand . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409Chidchamaiporn Kanmai, Chartchai Doungsa-ard, Worachet Kanjanakuha,and Juggapong Natwichai

The 10th International Workshop on Streaming Media Deliveryand Management Systems (SMDMS-2019)

The Structured Way of Dealing with Heterogeneous LiveStreaming Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417Andrea Tomassilli, Nicolas Huin, and Frédéric Giroire

xlviii Contents

A Rule Design for Trust-Oriented Internet Live VideoDistribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427Satoru Matsumoto, Tomoki Yoshihisa, Tomoya Kawakami,and Yuuichi Teranishi

High-Performance Computing Environment with CooperationBetween Supercomputer and Cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . 433Toshihiro Kotani and Yusuke Gotoh

Evaluation of a Distributed Sensor Data Stream CollectionMethod Considering Phase Differences . . . . . . . . . . . . . . . . . . . . . . . . . . 444Tomoya Kawakami, Tomoki Yoshihisa, and Yuuichi Teranishi

A Mathematical Analysis of 2-Tiered Hybrid BroadcastingEnvironments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 454Satoru Matsumoto, Kenji Ohira, and Tomoki Yoshihisa

The 9th International Workshop on Multimedia, Web and VirtualReality Technologies (MWVRTA-2019)

Influence of Japanese Traditional Crafts on Kansei in DifferentInterior Styles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 463Ryo Nakai, Yangzhicheng Lu, Tomoyuki Ishida, Akihiro Miyakwa,Kaoru Sugita, and Yoshitaka Shibata

Semantic Similarity Calculation of TCM Patents in IntelligentRetrieval Based on Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 472Na Deng, Xu Chen, and Caiquan Xiong

The Design and Development of Assistant Application for MaritimeLaw Knowledge Built on Android . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 482Jun Luo, Ziqi Hu, Qi Liu, Sizhuo Chen, Peiyong Wang, and Na Deng

A Matrix Factorization Recommendation Method Basedon Multi-grained Cascade Forest . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 494Shangli Zhou, Songnan Lv, Chunyan Zeng, and Zhifeng Wang

The 9th International Workshop on Adaptive Learning viaInteractive, Cognitive and Emotional approaches (ALICE-2019)

Multi-attribute Categorization of MOOC Forum Postsand Applications to Conversational Agents . . . . . . . . . . . . . . . . . . . . . . 505Nicola Capuano and Santi Caballé

A Tool for Creating Educational Resources ThroughContent Aggregation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 515Antonio Sarasa-Cabezuelo and Santi Caballe

Contents xlix

A Methodology Approach to Evaluate Cloud-Based Infrastructuresin Support for e-Assessment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 525Josep Prieto and David Gañán

Towards an Educational Model for Lifelong Learning . . . . . . . . . . . . . . 537Jordi Conesa, Josep-Maria Batalla-Busquets, David Bañeres,Carme Carrion, Israel Conejero-Arto, María del Carmen Cruz Gil,Montserrat Garcia-Alsina, Beni Gómez-Zúñiga,María J. Martinez-Argüelles, Xavier Mas, Tona Monjo, and Enric Mor

The 7th International Workshop on Cloud and Distributed SystemApplications (CADSA-2019)

Optimization Algorithms and Tools Appliedin Agreements Negotiation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 549Alessandra Amato, Flora Amato, Giovanni Cozzolino, Marco Giacalone,and Francesco Romeo

A Configurable Implementation of the SHA-256 Hash Function . . . . . . 558Raffaele Martino and Alessandro Cilardo

A Blockchain Based Incentive Mechanism for CrowdSensing Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 568Zainib Noshad, Atia Javaid, Maheen Zahid, Ishtiaq Ali,Raja Jalees ul Hussen Khan, and Nadeem Javaid

Design of a Cloud-Oriented Web Application for Legal ConflictResolution Through Equitative Algorithms . . . . . . . . . . . . . . . . . . . . . . 579Alessandra Amato, Flora Amato, Giovanni Cozzolino, Marco Giacalone,and Francesco Romeo

Equitative Algorithms for Legal Conflict Resolution . . . . . . . . . . . . . . . 589Alessandra Amato, Flora Amato, Giovanni Cozzolino,and Marco Giacalone

The 7th International Workshop on Cloud Computing Projectsand Initiatives (CCPI-2019)

An Approach to Help in Cloud Model Choice for AcademiaServices’ Supplying . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 601Pasquale Cantiello, Beniamino Di Martino, and Michele Mastroianni

Italian Cloud Tourism as Tool to Develop Local Tourist DistrictsEconomic Vitality and Reformulate Public Policies . . . . . . . . . . . . . . . . 609Alfonso Marino and Paolo Pariso

Auto-scaling in the Cloud: Current Status and Perspectives . . . . . . . . . 616Marta Catillo, Massimiliano Rak, and Umberto Villano

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Dynamic Patterns for Cloud Application Life-Cycle Management . . . . . 626Geir Horn, Leire Orue-Echevarria Arrieta, Beniamino Di Martino,Paweł Skrzypek, and Dimosthenis Kyriazis

From Monolith to Cloud Architecture Using Semi-automatedMicroservices Modernization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 638Salvatore Augusto Maisto, Beniamino Di Martino,and Stefania Nacchia

Reinforcement Learning for Resource Allocationin Cloud Datacenter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 648Salvatore Venticinque, Stefania Nacchia, and Salvatore Augusto Maisto

The 6th International Workshop on Distributed EmbeddedSystems (DEM-2019)

DUST Initializr - CAD Drawing Platform for Designing Modulesand Applications in the DUST Framework . . . . . . . . . . . . . . . . . . . . . . 661Thomas Huybrechts, Simon Vanneste, Reinout Eyckerman, Jens de Hoog,Siegfried Mercelis, and Peter Hellinckx

Distributed Task Placement in the Fog: A Positioning Paper . . . . . . . . . 671Reinout Eyckerman, Siegfried Mercelis, Johann Marquez-Barja,and Peter Hellinckx

Using Neural Architecture Search to Optimize Neural Networksfor Embedded Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 684Thomas Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis,and Peter Hellinckx

Spiking Neural Network Implementation on FPGAfor Robotic Behaviour . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 694Maximiliaan Walravens, Erik Verreyken, and Jan Steckel

A New Approach to Selectively Implement Control Flow ErrorDetection Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 704Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, and Jeroen Boydens

In-Air Imaging Sonar Sensor Network with Real-Time ProcessingUsing GPUs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 716Wouter Jansen, Dennis Laurijssen, Robin Kerstens, Walter Daems,and Jan Steckel

Comparing Machine Learning Algorithms for RSS-BasedLocalization in LPWAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 726Thomas Janssen, Rafael Berkvens, and Maarten Weyn

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Learning to Communicate with Multi-agent Reinforcement LearningUsing Value-Decomposition Networks . . . . . . . . . . . . . . . . . . . . . . . . . . 736Simon Vanneste, Astrid Vanneste, Stig Bosmans, Siegfried Mercelis,and Peter Hellinckx

AirLeakSlam: Automated Air Leak Detection . . . . . . . . . . . . . . . . . . . . 746Anthony Schenck, Walter Daems, and Jan Steckel

Simulating a Combination of TDoA and AoA Localizationfor LoRaWAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 756Michiel Aernouts, Noori BniLam, Rafael Berkvens, and Maarten Weyn

Localization Accuracy Performance Comparison Between LTE-Vand IEEE 802.11p . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 766Rreze Halili, Maarten Weyn, and Rafael Berkvens

Online Reverse Engineering of CAN Data . . . . . . . . . . . . . . . . . . . . . . . 776Jens de Hoog, Nick Castermans, Siegfried Mercelis, and Peter Hellinckx

Time Synchronization with Channel Hopping Schemefor LoRa Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 786Ritesh Kumar Singh, Rafael Berkvens, and Maarten Weyn

LiDAR and Camera Sensor Fusion for 2D and 3D Object Detection . . . 798Dieter Balemans, Simon Vanneste, Jens de Hoog, Siegfried Mercelis,and Peter Hellinckx

The 5th International Workshop on Signal Processingand Machine Learning (SiPML-2019)

Apple Brand Classification Using CNN Aiming at Automatic AppleTexture Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 811Shigeru Kato, Ryuji Ito, Takaya Shiozaki, Fuga Kitano, Naoki Wada,Tomomichi Kagawa, Hajime Nobuhara, Takanori Hino, and Yukinori Sato

Fundamental Study on Evaluation System of Beginner’s WeldingUsing CNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 821Shigeru Kato, Takanori Hino, and Naoki Yoshikawa

Building an Early Warning Model for Detecting EnvironmentalPollution of Wastewater in Industrial Zones . . . . . . . . . . . . . . . . . . . . . 828Nghien Nguyen Ba and Ricardo Rodriguez Jorge

A Robust Fully Correntropy–Based Sparse Modeling Alternativeto Dictionary Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 838Carlos A. Loza

Labeling Activities Acquired by a Low-Accuracy EEG Device . . . . . . . 848Ákos Rudas and Sándor Laki

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The 2nd International Workshop on Business Intelligenceand Distributed Systems (BIDS-2019)

Data Sharing System Integrating Access Control Based on SmartContracts for IoT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 863Tanzeela Sultana, Abdul Ghaffar, Muhammad Azeem, Zain Abubaker,Muhammad Usman Gurmani, and Nadeem Javaid

Energy Trading Between Prosumer and Consumer in P2P NetworkUsing Blockchain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 875Muhammad Usman Gurmani, Tanzeela Sultana, Abdul Ghaffar,Muhammad Azeem, Zain Abubaker, Hassan Farooq, and Nadeem Javaid

Auto-Generating Examination Paper Based on Genetic Algorithms . . . . 887Xu Chen, Deliang Zhong, Yutian Liu, Yipeng Li, Shudong Liu,and Na Deng

The Data Scientist Job in Italy: What Companies Require . . . . . . . . . . 894Maddalena della Volpe and Francesca Esposito

An Architecture for System Recovery Based on Solution Recordson Different Servers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 904Takayuki Kasai and Kosuke Takano

A Novel Approach for Selecting Hybrid Features from OnlineNews Textual Metadata for Fake News Detection . . . . . . . . . . . . . . . . . 914Mohamed K. Elhadad, Kin Fun Li, and Fayez Gebali

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 927

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