Studies in Computational Intelligence 868 Igor Kotenko · Costin Badica · Vasily Desnitsky · Didier El Baz · Mirjana Ivanovic   Editors Intelligent Distributed Computing XIII Studies in Computational Intelligence Volume 868 Series Editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland The series “Studies in Computational Intelligence” (SCI) publishes new develop- mentsandadvancesinthevariousareasofcomputationalintelligence—quicklyand with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution, which enable both wide and rapid dissemination of research output. The books of this series are submitted to indexing to Web of Science, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink. More information about this series at http://www.springer.com/series/7092 Igor Kotenko Costin Badica (cid:129) (cid:129) Vasily Desnitsky Didier El Baz (cid:129) (cid:129) Mirjana Ivanovic Editors Intelligent Distributed Computing XIII 123 Editors Igor Kotenko Costin Badica SPIIRAS University of Craiova St.Petersburg, Russia Craiova, Romania Vasily Desnitsky Didier ElBaz SPIIRAS LAAS - CNRS St.Petersburg, Russia ToulouseCedex 4,France Mirjana Ivanovic University of NoviSad NoviSad, Serbia ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN978-3-030-32257-1 ISBN978-3-030-32258-8 (eBook) https://doi.org/10.1007/978-3-030-32258-8 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Intelligent distributed computing appeared in the 1970s as an outcome of the exploitation of synergies between different research and industrial trends coming from the fields of Intelligent Systems and Distributed Computing. It is a stream directlyderivedfromartificialintelligence,grantingnovelandsignificantintelligent solutions built upon the combination of models from this classical field with computationalintelligence,distributed,multi-agentsystemsandcomputersecurity. This volume collects a range of research contributions exposing innovative advances of intelligent and distributed computing, comprising both architectural and algorithmic findings related to these fields. A major focus is placed on new models, techniques, and applications for intelligent distributed and high-performance architectures, ephemeral and unreliable computing, intelligent distributed knowledge representation and processing, networked intelligence, distributed swarm robotics systems, nature-inspired methods for data science and machine learning, and many others. The book comprises the peer-reviewed proceedings of the 13th International Symposium on Intelligent Distributed Computing (IDC 2019), which was held in St. Petersburg, Russia, October 7–9, 2019. IDC 2019 continues the legacy of the prior IDC Symposium Series as an initiative of two research groups: Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland, and Software Engineering Department, University of Craiova, Craiova, Romania. IDC 2019 event comprised the following 11 sessions: (1) Internet of Things, Cloud Computing, and Big Data, (2) Data Analysis, Mining, and Machine Learning, (3) Multi-agent and Service-Based Distributed Systems, (4) Distributed Algorithms and Optimization, (5) Modeling Operational Processes for Intelligent Distributed Computing, (6) Advanced Methods for Social Network Analysis and Inappropriate Content Counteraction, (7) Intelligent Distributed Computing for Cyber-physical Security and Safety, (8) Intelligent Distributed Decision Support Systems, (9) Intelligent Human–Machine Interfaces, (10) Security for Intelligent Distributed Computing—Machine Learning vs. Chains of Trust, and (11) Visual AnalyticsinDistributedEnvironment.Theproceedingsbookcontainscontributions of 28 regular and 36 short papers selectedfrom 105 received submissions from 17 v vi Preface countries. Each submission was carefully reviewed of least three members of the Program Committee. Acceptance and publication were judged based on the relevance to the conference topics, clarity of presentation, novelty, and accuracy of the contribution. The acceptance rates were 26.66%, counting only regular papers, and 60.95% when including also short ones. We would like to thank Janusz Kacprzyk, editor of Studies in Computational Intelligence series and member of the Steering Committee, for his continuous support and encouragement for the development of the IDC Symposium Series. Also,wewouldliketothanktheIDC2019ProgramCommitteemembersfortheir workinpromotingtheeventandrefereeingsubmissions.Aspecialthankgoestoall colleagues who submitted their work to this event. IDC 2019 enjoyed outstanding keynote speeches by distinguished invited speakers: Prof. Helen Karatza—Professor Emeritus, Department of Informatics, Aristotle University of Thessaloniki, Greece, and Prof. Vladimir Gorodetsky— Professor of Computer Science, InfoWings, Russia. Finally,weacknowledgeandappreciatetheeffortsmadebyofalltheorganizers from the Laboratory of Computer Security Problems—St. Petersburg Institute for InformaticsandAutomationoftheRussianAcademyofSciencesforcollaborating in the organization of the conference. Special thanks also to the people from the ITMO University, for hosting the event in such a beautiful place. August 2019 Igor Kotenko Costin Badica Vasily Desnitsky Didier El Baz Mirjana Ivanovic Organization General Chairs Igor Kotenko SPIIRAS, ITMO University, Russian Federation Costin Bădică University of Craiova, Romania Steering Committee Janusz Kacprzyk Polish Academy of Sciences, Poland Costin Bădică University of Craiova, Romania David Camacho Universidad Autonoma de Madrid, Spain Paulo Novais University of Minho, Portugal Filip Zavoral Charles University Prague, Czech Republic Frances Brazier DelftUniversityofTechnology,TheNetherlands George A. Papadopoulos University of Cyprus, Cyprus Giancarlo Fortino University of Calabria, Italy Kees Nieuwenhuis Thales Research and Technology, The Netherlands Marcin Paprzycki Polish Academy of Sciences, Poland Michele Malgeri University of Catania, Italy Mohammad Essaaidi Abdelmalek Essaadi University in Tetuan, Morocco Mirjana Ivanović University of Novi Sad, Serbia Amal El Fallah Seghrouchni LIP6/University Pierre and Marie Curie, France Javier Del Ser University of the Basque Country (UPV-EHU), TECNALIA and BCAM, Spain vii viii Organization Technical Program Chairs Vasily Desnitsky SPIIRAS, ITMO University, Russian Federation Didier El Baz LAAS-CNRS, France Mirjana Ivanović University of Novi Sad, Serbia Web and Publicity Chair Andrey Chechulin SPIIRAS, ITMO University, Russian Federation Publications Chairs David Camacho Universidad Autonoma de Madrid, Spain Giancarlo Fortino University of Calabria, Italy Ilsun You Soonchunhyang University, Korea Program Committee Anatoliy Khomonenko Petersburg Transport State University, Russian Federation Adrian Groza Technical University of Cluj-Napoca, Romania Agostino Poggi University of Parma, Italy Albert Ali Salah Utrecht University, The Netherlands Alberto Fernandez University Rey Juan Carlos, Spain Alejandro Martín Universidad Autonoma de Madrid, Spain Alessandro Longheu DIEEI - University of Catania, Italy Alessandro Ricci University of Bologna, Italy Alexander Branitskiy St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Alexander Grusho Lomonosov Moscow State University, Russian Federation Alexander Ivanov St. Petersburg University of the Ministry of Internal Affairs, Russian Federation Alexander Pokahr University of Hamburg, Germany Alexander Tulupyev St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Alexey Bobtsov ITMO University, Russian Federation Alexey Karpov St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Alisa Vorobeva ITMO University, Russian Federation Organization ix Amal El Fallah Seghrouchni LIP6 - University of Pierre and Marie Curie, France Amelia Bădică University of Craiova, Romania Amparo Alonso-Betanzos University of A Coruña, Spain Ana Garcia-Fornes Universidad Politecnica de Valencia, Spain Ana Madevska Bogdanova FCSE, University Ss. Cyril and Methodius, North Macedonia Anastasios Gounaris Aristotle University of Thessaloniki, Greece Andre de Carvalho University of São Paulo, Brazil Andre Rein Fraunhofer, Germany Andrea Omicini Alma Mater Studiorum–Università di Bologna, Italy Andrei Doncescu LAAS, France Andrei Sabelfeld Chalmers University of Technology, Sweden Andrew Hutchison T-Systems Switzerland, Switzerland Andrey Chechulin St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Andrey Chernov Rostov State Transport University, Russian Federation Andrey Fedorchenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Andrey Krasov SPbSUT, Russian Federation Andrey Privalov St. Petersburg state University of Railways of Emperor Alexander I, Russian Federation Andrey Shorov Saint-Petersburg Electrotechnical University (LETI), Russian Federation Andrey Tyugashev Samara State Transport University, Russian Federation Angel Panizo Universidad Autonoma de Madrid, Spain Ângelo Costa University of Minho, Portugal Anton Saveliev St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Antonio D. Masegosa University of Deusto/IKERBASQUE, Spain Apostolos N. Papadopoulos Aristotle University of Thessaloniki, Greece Artem Tishkov Pavlov First Saint-Petersburg State Medical University, Russian Federation Attila Kiss Eötvös Loránd University, Hungary Bastien Plazolles GET-CNRS, France Bela Stantic Griffith University, Australia Bertha Guijarro-Berdiñas University of A Coruña, Spain