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Contents

Conference Co-Chairmen ...... 2

International Program Committee Co-Chairmen...... 2

Message from the IDC 2019 Co-Chairmen...... 3

IDC 2019 Conference Committee...... 5

Keynotes ...... 18

IDC 2019 Conference Timetable ...... 22

Conference Technical Program ...... 24

Conference Venue ...... 35

How to get from airport to the venue of the conference ...... 36

Conference Dinner ...... 38

1 Conference Program

organized by St. Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) and ITMO University

Conference Co-Chairmen:

Igor Kotenko Costin Bădică St. Petersburg Institute for Informatics and University of Craiova, Automation of the Russian Academy of Romania Sciences (SPIIRAS), ITMO University,

International Program Committee Co-Chairmen:

Vasily Desnitsky Didier El Baz Mirjana Ivanović SPIIRAS, ITMO LAAS-CNRS, France University of , University, Russia Serbia

2 Message from the IDC 2019 Conference Co-Chairmen

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 and Distributed Computing. It is a stream directly derived from artificial intelligence, granting novel and significant intelligent solutions built upon the combination of models from this classical field with computational intelligence, distributed, multi-agent systems and computer security.

IDC 2019 event comprised the following 11 sessions: (1) Multi-agent and Service-Based Distributed Systems, (2) Modeling Operational Processes for Intelligent Distributed Computing, (3) Distributed Algorithms and Optimization, (4) Internet of Things, Cloud Computing and Big Data, (5) Data Analysis, Mining and Machine Learning, (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, (11) Visual Analytics in Distributed Environment. The proceedings book contains contributions of 28 regular and 36 short papers selected from 105 received submissions from 17 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.

St. Petersburg is Russia’s second-largest city after and situated on the River, at the head of the Gulf of on the . It was the imperial capital for two centuries; it was founded by in 1703. It remains Russia’s , with venues like the Hermitage, one of the largest art in , the State Russian showcasing Russian art, from Orthodox icon paintings to Kandinsky works, and the hosting opera and ballet. The historic centre of St. Petersburg and related groups of constitute a UNESCO World Heritage Site. St. Petersburg is a major gateway, financial and industrial centre of Russia specializing in oil and gas trade, shipbuilding yards, industry, radio and electronics, software and computers; machine building, heavy machinery and transport, mining, instrument manufacture, metallurgy, chemicals, pharmaceuticals, medical equipment, publishing and printing, food and catering, wholesale and , textile and apparel industries, and many other businesses.

IDC 2019 enjoyed outstanding keynote speeches by distinguished invited speakers: Prof. Helen Karatza — Professor Emeritus, Department of Informatics, Aristotle University of , Greece and Prof. Vladimir Gorodetsky — Professor of Computer Science, InfoWings, Russia.

3 IDC 2019 thanks all the authors submitted papers to the conference as well as members of the international program committee and reviewers,who made a great contribution to the preparation of the conference.

Organizing IDC 2019 has been a team effort. We would like to thank all the members of the St.Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences and ITMO University, who have contributed so much of their time and enthusiasm to the running of IDC 2019. We also thank the service agency Monomax for their support with accommodation booking and events organization.

Igor Kotenko Costin Bădică

4 IDC 2019 Conference Committee

Conference Co-Chairmen: Igor Kotenko, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russia

Costin Bădică, University of Craiova, Romania International Program Committee Co-Chairmen: Vasily Desnitsky, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Didier El Baz, LAAS/CNRS, France Mirjana Ivanović, University of Novi Sad, Serbia Steering Committee Janusz Kacprzyk, Polish Academy of Sciences, Poland Costin Bădică, University of Craiova, Romania David Camacho, Universidad Autonoma de , Paulo Novais, University of Minho, Portugal Filip Zavoral, Charles University , Czech Republic Frances Brazier, Delft University of Technology, The George A. Papadopoulos, University of Cyprus, Cyprus Giancarlo Fortino, University of Calabria, 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 , France Javier Del Ser, University of the Basque Country (UPV-EHU),TECNALIA and BCAM, Spain

5 Web & Publicity Chair Andrey Chechulin, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Publications Chairs David Camacho, Universidad Autonoma de Madrid, Spain Giancarlo Fortino, University of Calabria, Italy Ilsun You, Soonchunhyang University, South Korea International 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 , 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

6 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 , 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, 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, Petersburg Electrotechnical University (LETI), Russian Federation Andrey Tyugashev, 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

7 Apostolos N. Papadopoulos, Aristotle University of Thessaloniki, Greece Artem Tishkov, Pavlov First 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 Bharat Chaudhari, Maharashtra Institute of Technology, India Bigomokero Antoine Bagula, University of the Western Cape, South Africa Bilal Fakih, LAAS-CNRS, France Boris , St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Branislav Popović, Faculty of Technical Sciences, University of Novi Sad, Serbia Cédric Herpson, LIP6, University Pierre and Marie Curie, France Charalampos Bratsas, Aristotle University of Thessaloniki, Greece Christoph Krauß, Fraunhofer, Germany Constantin Zamfirescu, Lucian Blaga University of Sibiu, Romania Costin Bădică, University of Craiova, Romania Cristina Bianca Pop, Technical University of Cluj-Napoca, Romania Cristina Onete, CASED (TU Darmstadt), Germany Dan Selişteanu, University of Craiova, Romania Dana Petcu, West University of Timisoara, Romania Daniele D’Agostino, CNR-IMATI, Italy Daniil Kocharov, Saint-Petersburg State University, Russian Federation Dariusz Krol, Wrocław University of Science and Technology, Poland David Bednárek, Charles University Prague, The Czech Republic David Camacho, Universidad Autonoma de Madrid, Spain Davide Carneiro, Polytechnic Institute of Porto, Portugal

8 Davide Grossi, University of Groningen, The Netherlands Dennis Tatang, Ruhr-University Bochum, Germany Diana Graţiela Berbecaru, Politecnico di Torino, Italy Didier El Baz, LAAS/CNRS, France Diethelm Bienhaus, University Of Applied Sciences Mittelhessen, Germany Dmitrii Fedotov, Ulm University, Germany Dmitrii Gavra, St. Petersburg State University, Russian Federation Dmitrii Verzilin, Lesgaft National State University of Physical Education, Sport and Health, St. Petersburg, Russian Federation Dmitry Chalyy, State University, Russian Federation Dmitry Levshun, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Dmitry Novikov, Institute of Control Sciences, Russian Federation Doina Bein, California State University, USA Domenico Rosaci, University Mediterranea of Reggio Calabria, Italy Dorian Cojocaru, University of Craiova, Romania Dosam Hwang, Yeungnam University, South Korea Drazen Brdjanin, University of , Bosnia and Herzegovina Dumitru Dan Burdescu, University of Craiova, Romania Dušan Gajić, University of Novi Sad, Serbia Efstratios Kontopoulos, Information Technologies Institute, Greece Eleftherios Tiakas, Aristotle University of Thessaloniki, Greece Elena Doynikova, St.Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Elena Serova, National Research University Higher School of Economics, St. Petersburg School of Economics and Management, Russian Federation Elvira Popescu, University of Craiova, Romania Eneko Osaba, TECNALIA Research & Innovation, Spain Ester Martinez-Martin, Universidad de Alicante, Spain

9 Eugénio Oliveira, Faculdade de Engenharia Universidade do Porto, Portugal Eva Onaindia, Universitat Politècnica de València, Spain Evgenia Novikova, Saint-Petersburg Electrotechnical University “LETI” (ETU), Russian Federation Fabio Martinelli, IIT-CNR, Italy Fábio Silva, University of Minho, Portugal Fabrizio Messina, University of Catania, Italy Fernando Otero, University of Kent, UK Filip Zavoral, Charles University Prague, The Czeck Republic Florin Leon, “” Technical University of Iasi, Romania Florin Pop, University Politehnica of / National Institute for Research and Development in Informatics (ICI), Bucharest, Hungary Frances Brazier, Delft University of Technology, The Netherlands Galina Ilieva, The University of “Paisii Hilendarsky”, George Vouros, University of , Greece Koloniari, University of Macedonia, Greece Georgia Kougka, Aristotle University of Thessaloniki, Greece Georgios Meditskos, Aristotle University of Thessaloniki, Greece Giancarlo Fortino, University of Calabria, Italy Giandomenico Spezzano, CNR-ICAR and University of Calabria, Italy Giuseppe Mangioni, University of Catania, Italy Gleb Rogozinskiy, The Bonch-Bruevich Saint-Petersburg University of Telecommunications, Russian Federation Goce Trajcevski, Iowa State University, USA Gordan Jezic, University of , Croatia Goreti Marreiros, ISEP/IPP-GECAD, Portugal Gregoire Danoy, University of Luxembourg, Luxembourg Grzegorz J. Nalepa, AGH University of Science and Technology, Poland

10 Gustavo Gonzalez, Atos Spain, Spain Helen Karatza, Aristotle University of Thessaloniki, Greece Henry Hexmoor, Southern Illinois University, USA Hervé Debar, Télécom Sud , France Heysem Kaya, Namik Kemal University, Turkey Hicham Lakhlef, University of Technology of Compiegne, France Ichiro Satoh, National Institute of Informatics, Japan Igor Khokhlov, Rochester Institute of Technology, USA Igor Kotenko, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Igor Saenko, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Ilias Sakellariou, Department of Applied Informatics, University of Macedonia, Greece Ilsun You, Soonchunhyang University, South Korea Ilya Viksnin, ITMO University, Russian Federation Ioanna Dionysiou, University of , Greece Irina Kipyatkova, St.Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russian Federation Ivan Kholod, Saint Petersburg Electrotechnical University “LETI”, Russian Federation Ivan Lirkov, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Bulgaria Ivan Merelli, Institute for Biomedical Technologies, Italy Izaskun Oregui, Tecnalia Research & Innovation, Spain Iztok Fister Jr., University of , Slovenia Jacek Rak, Gdansk University of Technology, Poland Jakub Yaghob, Charles University in Prague, The Czech Republic Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Poland

11 Jason Jung, Chung-Ang University, South Korea Javier Del Ser, University of the Basque Country (UPV-EHU),TECNALIA and BCAM, Spain Jesús López, Tecnalia Research & Innovation, Spain Jia Luo, LAAS DU CNRS, France Johannes Fähndrich, Technische Universität / DAI Labor, Germany Jørgen Villadsen, Technical University of Denmark, Denmark Jörn Eichler, Freie Universität Berlin, Germany Jose Carlos Castillo Montoya, Universidad Carlos III de Madrid, Spain José Machado, University of Minho, Portugal Juan Pavón, Universidad Complutense de Madrid, Spain Julien Bourgeois, UBFC, FEMTO-ST Institute, CNRS, France Kalliopi Kravari, Aristotle University of Thessaloniki, Greece Kees Nieuwenhuis, Thales Research and Technology, The Netherlands Konstantin Gnidko, Military Space Academy named after A.F.Mozhaysky, Russian Federation Ksenia Naumenko, St. Petersburg State University, Russian Federation, Reputation agency GloryStory, Russian Federation Kuldar Taveter, University of Technology, Lars Braubach, University of Hamburg, Germany Leon Reznik, Rochester Institute of Technology, USA Leonid Gladkov, Southern Federal University, Russian Federation Lev Stankevich, St. Peterburg Polytechnic University, Russian Federation Liana Stănescu, University of Craiova, Romania Lidia Vitkova, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Linara Adilova, Fraunhofer, Germany Lucian Vinţan, “Lucian Blaga” University of Sibiu, Romania Marcin Paprzycki, IBS PAN and WSM, Poland

12 Marco Danelutto, Univercity of Pisa, Italy Marek Hruz, University of West Bohemia, The Czech Republic Marin Lujak, IMT Lille Douai, France Marina De Vos, University of Bath, UK Marius Brezovan, University of Craiova, Romania Mark Last, Ben-Gurion University of the Negev, Israel Marko Hölbl, University of Maribor, Slovenia Martijn Warnier, Delft University of Technology, The Netherlands Martin Strecker, Université de Toulouse, France Massimo Torquati, University of Pisa, Italy Matthias Hiller, Fraunhofer Institute for Applied and Integrated Security AISEC, Germany Maxim Abramov, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), SPbSU, Russian Federation Maxim Kolomeec, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation Michael Kasper, Fraunhofer, Germany Michael Negnevitsky, University of Tasmania, Australia Michele Malgeri , University of Catania, Italy Mihaela Colhon, University of Craiova, Romania Mihaela Oprea, University Petroleum-Gas of Ploiesti, Romania Mikhail Y. Kovalyov, United Institute of Informatics Problems, National Academy of Sciences of Belarus, Belarus Sečujski, University of Novi Sad, Serbia Miloš Radovanović, University of Novi Sad, Serbia Milos Savic, University of Novi Sad, Serbia Milos Zelezny, University of West Bohemia, The Czech Republic Mirjana Ivanović, University of Novi Sad, Serbia Mohammad Essaaidi, Abdelmalek Essaadi University in Tetuan,Morocco

13 Natalia Garanina, Ershov Institute of Informatics Systems, Russian Federation Natalja Krasilnikova, Pavlov First Saint Petersburg State Medical University, Russian Federation Nevena Ackovska, Cyril and Methodius University of , North Macedonia Nick Bassiliades, Aristotle University of Thessaloniki, Greece Nicolas Sklavos, University of Patras, Greece Nouredine Melab, Lille 1 University, France Olga Kolesnichenko, Security Analysis Bulletin, Russian Federation Olga Lozhkina, Institute of Transport Problems of the Russian Academy of Sciences (IPT RAS), Russian Federation Olga Tushkanova, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) Oliver Jokisch, Leipzig University of Telecommunications, Germany Olivier Boissier, Ecole des Mines de Saint-Étienne, France Oscar Sapena, Universitat Politècnica de València, Spain Panagiotis Demestichas, University of Piraeus, Greece Paolo Bresciani, Fondazione Bruno Kessler - FBK, Italy Davidsson, Malmö University, Sweden Paulo Moura Oliveira, UTAD University, Portugal Paulo Novais, University of Minho, Portugal Pd Dr.Friedhelm Schwenker, Ulm University, Germany Pedro López, Universidad de Deusto, Spain Petia Koprinkova-Hristova, Bulgarian Academy of Sciences, Bulgaria Petr Skobelev, Samara Technical University, Smart Solutions, Russian Federation Petros Kefalas, The University of Sheffield, UK Phong Nguyen, University of , UK Radu-Emil Precup, Politehnica University of Timişoara, Romania

14 Răzvan Andonie, Central Washington University, USA Rem Collier, University College , Ireland Roland Rieke, Fraunhofer, Germany Romeo Sanchez, Universidad Autonoma de Nuevo Leon, Mexico Ronald Marx, Technologies, Germany Saad Alqithami, Al Baha University, Saudi Arabia Salvador Abreu, University of Evora, Portugal Sasko Ristov, University of , Austria Sergei Chernyi, Makarov State University of Maritime and Inland Shipping, Russian Federation Sergei Gorlatch, University of Muenster, Germany Sergey Makarenko, Intel Group Corporation ltd, Russian Federation Sergiu Nedevschi, Technical Unversity of Cluj-Napoca, Romania Setsuya Kurahashi, University of Tsukuba, Japan Stanimir Stoyanov, University of Plovdiv “Paisii Hilendarski”, Bulgaria Stefka Fidanova, Institute of Information and Communication Technologies, Bulgaria Tatiana Maximova, ITMO University, Russian Federation Tatyana Tulupyeva, SPbU, SPIIRAS, NWIM RANEPA, Russian Federation Thomas Ågotnes, University of Bergen, Norway Tihana Galinac Grbac, Juraj Dobrila University of Pula, Croatia Turganbek Omar, University of Power Engineering and Telecommunications, Vacius Jusas, University of Technology, Lithuania Vadim Ermolayev, National University, Vasiliy Osipov, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) , Russian Federation Vasily Desnitsky, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), ITMO University, Russian Federation

15 Vicente Julian, Universitat Politècnica de València, Spain Victor V. Toporkov, National Research University “MPEI”, Russian Federation Vladimir Gorodetsky, InfoWings Ltd., Russian Federation Vladimir Komashinskiy, Institute of Transport Problems of the Russian Academy of Sciences (IPT RAS), Russian Federation Vladimir Kurbalija, University of Novi Sad, Serbia Vladimir Maric, Czech Technical University in Prague, The Czech Republic Vladimir Oleshchuk, University of Agder, Norway Vlado Delic, University of Novi Sad, Serbia Vyacheslav Shkodyrev, Peter the Great St. Petersburg Polytechnic University, Russian Federation Wolfgang Minker, University of Ulm, Germany Yannick Chevalier, Université de Toulouse, France Yingqian Zhang, Eindhoven University of Technology, The Netherlands Yuki Matsuda, Nara Institute of Science and Technology, Japan Yulia Shichkina, Saint Petersburg Electrotechnical University “LETI”, Russian Federation Yuri Matveev, ITMO University, Russian Federation Yury Iskanderov, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) , Russian Federation Yury Sherstyuk, Institute of Informatics and Telecommunications, Russian Federation Yury Zagorulko, A.P. Ershov Institute of Informatics Systems, Russian Academy of Sciences, Russian Federation Zdeněk Krňoul, University of West Bohemia, The Czeck Republic Zhuo Wei, Huawei, Singapore Zoran Bosnic, University of , Slovenia

16 Local Organizing Committee

Igor Kotenko, SPIIRAS, ITMO University, Russia Igor Saenko, SPIIRAS, ITMO University, Russia Vasily Desnitsky, SPIIRAS, ITMO University, Russia Andrey Chechulin, SPIIRAS, ITMO University, Russia Elena Doynikova, SPIIRAS, ITMO University, Russia Evgenia Novikova, SPIIRAS, Russia Alexander Branitskiy, SPIIRAS, Russia Andrey Fedorchenko, SPIIRAS, ITMO University, Russia Lidia Vitkova, SPIIRAS, ITMO University, Russia Maxim Kolomeec, SPIIRAS, ITMO University, Russia Dmitry Levshun, SPIIRAS, ITMO University, Russia Yurii Bakhtin, SPIIRAS, Russia Alexei Kushnerevich, SPIIRAS, Russia Nikolay Rudavin, SPIIRAS, ITMO University, Russia Kseniia Zhernova, SPIIRAS, ITMO University, Russia Diana Gaifulina, SPIIRAS, ITMO University, Russia Aleksei Meleshko, SPIIRAS, ITMO University, Russia Aleksei Pronichev, SPIIRAS, Russia Denis Kleverov, SPIIRAS, Russia Maxim Kleverov, SPIIRAS, Russia Danil Zakoldaev, ITMO University, Russia Alisa Vorobeva, ITMO University, Russia

17 Keynotes

Speaker: Helen Karatza

Professor Emeritus, Department of Informatics, Aristotle University of Thessaloniki, Greece

Abstract: Cloud computing offers virtually unlimited computing resources on a pay-per- use approach to end users for running complex computationally intensive jobs without the problem of acquiring and maintaining expensive computers. However, there are important issues that must be addressed in order to exploit cloud computing full potential. This is mainly due to the scale of the cloud and the increasing number of cloud users and applications deployed in it. Critical issues are effective resource allocation, job scheduling, cost, quality of service, energy conservation. The scheduling algorithms must provide good performance to leas- ing cost ratio. Generally, job scheduling in large scale distributed computing systems is a challenging problem. Particularly important in cloud computing is the effective scheduling of complex real-time applications, taking into account not only the job response time but also the cost of the energy consumption for the cloud providers. Therefore, energy efficient scheduling strategies are required allowing for guaran- tees that the deadlines of complex jobs will be met. In this talk we will present recent research covering various concepts on com- plex jobs scheduling in the cloud and we will provide research directions and chal- lenges in the cloud computing area.

Bio: Helen Karatza is a Professor Emeritus in the Department of Informatics at the Aristotle University of Thessaloniki, Greece, where she teaches courses in the postgraduate and undergraduate level, and supervises doctoral and postdoctoral research. Dr. Karatza’s research interests include Computer Systems Modeling

18 and Simulation, Performance Evaluation, Grid and Cloud Computing, Energy Efficiency in Large Scale Distributed Systems, Resource Allocation and Scheduling and Real-time Distributed Systems. Dr. Karatza has authored or co-authored over 220 technical papers and book chapters including five papers that earned best paper awards at international con- ferences. She is senior member of IEEE, ACM and SCS, and she served as an elected member of the Board of Directors at Large of the Society for Modeling and Simulation International. She served as Chair and Keynote Speaker in International Conferences. Dr. Karatza is the Editor-in-Chief of the Elsevier Journal “Simulation Modeling Practice and Theory” and Senior Associate Editor of the “Journal of Systems and Software” of Elsevier. She was Editor-in-Chief of “Simulation Transactions of The Society for Modeling and Simulation International” and Associate Editor of “ACM Transactions on Modeling and Computer Simulation”. She served as Guest Editor of Special Issues in International Journals.

19 Speaker: Vladimir Gorodetsky

Prof. of Computer Science, InfoWings, Russia

Abstract: Despite the conceptual diversity of networked applications determining lead- ing trends in the area of modern intelligent information technologies, the majority of them has many commons generalized within such frameworks as Internet of Things and/or Cyber-physical systems. Indeed, these frameworks were specifically developed to model and control of a wide class of modern applications composed of large number of intensively interacting heterogeneous (e.g. physical, virtual and social) autonomous objects with embedded computing and communication ca- pabilities united in a network. The autonomous components of such applications operate in shared knowledge and data space and use intensive interactions to coordinate their individual behaviors and to conflict free control of shared resourc- es and services. In the talk, this class of coordination and control is referred to as group control. Typical examples of group control applications are collective robot- ics, space-based distributed surveillance systems composed of small satellites, teams of unmanned aerial vehicles solving various distributed surveillance tasks for a number of customers, and many others. The talk proposes a classification of group control tasks, analyses the pecu- liarities and common properties of various related applications and shows that the traditionally used purely knowledge-based (KB) paradigm of Artificial Intelligence (AI) does not quite fit to model the applications in question and needs an extension with some behavior-based (BB) concepts and models. The first focus of the talk is on the BB group control problem statement, analysis of some BB-related basis concepts, e.g. behavior pattern, group behavior scenar- io, situation, situation assessment and situation awareness, among others. These concepts and corresponding models are ignored in ontologies of the KB paradigm of artificial intelligence. The second focus is on generic formal model of group con- trol specifying the group behavior of autonomous agents in terms of a network of interacting state machines with inner states implementing predefined group control protocols (distributed algorithms), in typical use cases.

20 The introduced BB-concepts and proposed distributed algorithms of group con- trol formalized as a network of autonomous agents (state machines) are illustrated by a case study implementing a group of interacting robots performing jointly au- tonomous assembly production without intervention of a human. In conclusion, a sketch of a roadmap of future research and development in the area of group control is outlined.

Bio: Prof. of Computer Science. Received MS degree in mechanics from The Military Air Force Engineering Academy in St. Petersburg (1960) and MS degree in math- ematics from Mathematical and Mechanical Department of The St. Petersburg State University (1970). Received his Ph.D. degree (1967) and Doctor of Technical Sciences degree (1973) in Optimal Control. Professor of Computer Science of the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (1988-2018). He has authored or co-authored over 150 technical papers related to the areas of Optimal Control System Theory, Applied Statistics, Planning, Pattern Recognition and Artificial Intelligence, Multi-agent systems, Knowledge Discovery and Data Fusion, P2P Agent-based Service Oriented Technology and Applications, Computer Network Security, Distributed Data Mining and Knowledge Discovery, Semantic Technologies, Text Mining and Classification. He taught more than 10 graduate and undergraduate courses in the Military Airspace Engineering Academy and in Herzen State Pedagogical University in the areas of Applied Mathematics, Probability Theory, Mathematical Statistics, Optimization and Decision Making Methods, Mathematical Programming, Programming Languages and Software Engineering, Databases, Applied Algebra and Discrete Mathematics, Formal Grammar and Logic, Internet Technologies. He is member of IEEE Computer Society, International Society of Information Fusion (ISIF), International Foundation of Autonomous Agents and Multi-agent Systems (IF AAMAS), Russian and European Associations for Artificial Intelligence, Member of Editorial Board of the International Jourmal “Data Science and Analytics” (Springer). Current research interests: multi-agent systems, networks of autonomous agents and self-organization, semantic computing, ontologies, NLP, recommender systems, big data, group control, collective robotics, B2B production systems, space-based surveillance systems.

21 IDC 2019 Conference Tim etable

DAY 1 - Monday, October 7, 2019

10:00-11:00 Registration 11:00-11:20 Opening – Prof. Igor Kotenko, Prof. Costin Bădică 11:20-12:10 Keynote – Prof. Helen Karatza 12:10-12:15 Photo Session 12:15-12:30 Coffee Break 12:30-14:00 Main Track (MSBDS) IDDSS 1 14:00-15:30 Lunch 15:30-17:00 Main Track (MOPIDC) IDDSS 2 17:00-17:15 Coffee Break 17:15-18:35 Main Track (DAO) IDDSS 3 19:00-22:00 Welcome Reception

DAY 2 - Tuesday, October 8, 2019

10:20-11:10 Keynote – Prof. Vladimir Gorodetsky 11:10-11:25 IDC 2020 Announcement 11:25-11:45 Coffee Break 11:45-14:00 Main Track (IoTCCBD) IDCCPSS 14:00-15:30 Lunch 15:30-17:30 Main Track (DAMML) SIDCMLCoT 19:00-23:00 Conference Dinner

22 DAY 3 - Wednesday, October 9, 2019

9:00-10:35 AMSNAICC 1 10:35-11:40 VADE 11:40-11:55 Coffee Break 11:55-13:10 AMSNAICC 2 IHMI 13:15-13:30 Closing – Prof. Igor Kotenko, Prof. Costin Bădică 13:30-15:00 Lunch

International scientific school "Incident management and countering targeted cyber-

physical attacks in distributed large-scale critical systems (IM&CTCPA 2019)" 14:00-15:00 Registration of the school participants

15:00-15:10 Welcoming speech - Igor Kotenko

15:10-16:00 Lecture 1 - Didier El Baz

16:10-17:00 Lecture 2 - Christoph Krauss

17:10-18:00 Lecture 3 - Diethelm Bienhaus

DAY 4 - Thursday, October 10, 2019

10:00-10:50 Lecture 4 - Roland Rieke

11:00-11:50 Lecture 5 - Yannick Chevalier

12:00-12:50 Lecture 6 - Andrey Chechulin

13:00-14:00

14:00-14:50 Lecture 7 - Olga Tushkanova

15:00-15:50 Lecture 8 - Vasily Desnitsky

16:00-16:20

16:30-17:20 Lecture 9 - Elena Doynikova

17:25-18:15 Lecture 10 - Igor Ushakov

18:20-18:30 Concluding remarks - Igor Kotenko

23 Conference Technical Program

DAY 1 - Monday, October 7, 2019

10:00 Registration 11:00 Opening 11:20 Keynote 1 [Room № 1] Scheduling Complex Jobs in the Cloud – Challenges and Future Directions

Prof. Emeritus Helen Karatza, Department of Informatics, Aristotle University of Thessaloniki, Greece

12:10 Photo Session 12:15 Coffee Break

Multi-agent and Service-Based Distributed Systems (MSBDS) [Room № 1]

12:30 Actor-Network Approach to Self-Organisation in Global Logistics Networks Yury Iskanderov and Mikhail Pautov

12:55 Multi-Agent System for Simulation of Responses to Supply Chain Disruptions Jing Tan, Rongjun Xu, Colin Chen, Lars Braubach, Kai Jander and Alexander Pokahr

13:20 Data Warehouse Design for Security Applications using Distributed Ontology-Based Knowledge Representation Butakova, Andrey Chernov, Ilias Savvas and Georgia Garani

13:35 Distributed of a level class description in the framework of logic-predicate approach to AI problems Tatiana Kosovskaya

24 IDDSS 1‑ Intelligent Distributed Decision Support Systems [Room №2]

12:30 Technology Resolution Criterion of Uncertainty in Intelligent Distributed Decision Support Systems Alexander Pavlov, Dmitry Pavlov and Valerii Zakharov

12:55 Satellite Constellation Control Based on Inter-Satellite Information Interaction, Oleg Karsaev, Evgeniy Minakov

13:20 Load Balancing Cloud Computing with Web-Interface Using Multi Channel Queuing Systems with Warming up and Cooling, Maad Khalil, Anatoly Khomonenko and Sergey Gindin

13:45 Conceptual and Formal Models of Information Technologies Use for Decisions Support in Technological Systems Alexander Geyda

14:00 Lunch

Modeling Operational Processes for Intelligent Distributed Computing (MOPIDC) [Room № 1]

15:30 Hierarchical simulation of onboard networks Valentin Olenev, Irina Lavrovskaya, Ilya Korobkov, Yuriy Sheynin and Nikolay Sinyov

15:45 Strategies comparison in link building problem Vincenza Carchiolo, Marco Grassia, Alessandro Longheu, Michele Malgeri and Giuseppe Mangioni

16:00 Research of the possibility of hidden embedding of a digital watermark using practical methods of channel steganography Pavel Sharikov, Andrey Krasov, Artyom Gelfand and Nikolay Kosov

16:15 A Highly Scalable Index Structure for Multicore In-Memory Database Systems Hitoshi Mitake, Hiroshi Yamada and Tatsuo Nakajima

16:30 Applying the Split-Join queuing system model to estimating the efficiency of detecting contamination content process in multimedia objects streams Vladimir Lokhvitckii, Yuri Ryzhikov and Andry Dudkin

25 16:45 On the applicability of the modernized method of latent-semantic analysis to identify negative content in multimedia objects Sergey Krasnov, Vladimir Lokhvitckii and Andry Dudkin

IDDSS 2‑ Intelligent Distributed Decision Support Systems [Room № 2]

15:30 Application of Cyber-physical System and Real-time Control Construction Algorithm in Supply Chain Management Problem Inna Trofimova, Boris Sokolov, Dmitry Nazarov, Semyon Potryasaev, Andrey Musaev and Valerii Zakharov

15:55 Method for design of ‘smart’ spacecraft onboard decision making in case of limited onboard resources Andrey Tyugashev and Sergei Orlov

16:20 Intelligent Technologies and Systems for Spatial Industrial Strategic Planning Elena Serova

16:45 Role and Future of Standards in Development of Intelligent and Dependable Control Software in Russian Space Industry Andrey Tyugashev, Alexander Kovalev, and Vjacheslav Pjatkov

17:00 Coffee Break

Main track – Distributer Algorithms and Optimization (DAO) [Room № 1]

17:15 Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming Amelia Bădică, Costin Bădică, Mirjana Ivanovic and Doina Logofătu

17:40 Global and Private Job-Flow Scheduling Optimization in Grid Virtual Organizations Victor Toporkov, Anna Toporkova and Dmitry Yemelyanov

18:05 Type-Based Genetic Algorithms Roman Sizov and Dan Simovici

18:20 On Approaches for Solving Nonlinear Optimal Control Problems Nikolay and Alina Boiko

26 IDDSS 3‑ Intelligent Distributed Decision Support Systems [Room № 2]

17:15 Improved particle swarm medical image segmentation algorithm for decision making Yuri Skobtsov, Samer El-Khatib and Sergey Rodzin

17:30 Collecting and Processing Distributed Data for Decision Support in Social Ecology Dmitrii Verzilin, Tatiana Maximova and Irina Sokolova

17:45 Evaluation of the dynamics of phytomass in the tundra zone using a fuzzy-opportunity approach Vladimir Mikhailov, Alexandr Spesivtsev and Andrey Perevaryukha

19:00-22:00 Welcome Reception

27 DAY 2 ‑ Tuesday, October 8, 2019

10:20 Keynote 1 [Room № 1] Distributed Group Control of Autonomous Agents: Collective Robotics Use Case

Prof. of Computer Science, Vladimir Gorodetsky, InfoWings, Russia, Saint Petersburg Polytechnic University, St. Petersburg, Russia

11:10 Coffee Break

Main track –Internet of Things, Cloud Computing and Big Data (IoTCCBD) [Room № 1]

11:45 Using Blockchain for Reputation-based Cooperation in Federated IoT domains Giancarlo Fortino, Fabrizio Messina, Domenico Rosaci and Giuseppe M.L. Sarne’

12:10 Design of Fail-Safe Quadrocopter Configuration Oleg Baranov, Nikolay Smirnov, Tatiana Smirnova and Yefim Zholobov

12:35 CAAVI-RICS Model for Observing the Security of Fog Computing Systems Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Costin Bădică, Milenko Tosic, Ognjen Ikovic and Dragan Boscovic

13:00 Conceptual Model of Digital Platform for Enterprises of Industry 5.0 Vladimir Gorodetsky, Vladimir Larukchin and Petr Skobelev

13:15 Conceptual Data Modeling using Aggregates to Ensure Large-scale Distributed Data Management Systems Security Maria Poltavtseva and Maxim Kalinin

13:30 Smart Topic Sharing in IoT platform based on a social inspired Broker Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri and Giuseppe Mangioni

13:45 Easy Development of Software for IoT Systems Ichiro Satoh

28 IDCCPSS‑ IDC for Cyber-Physical Security and Safety [Room № 2]

11:30 Authorize-then-Authenticate: Supporting authorization decisions prior to authentication in an electronic identity (eID) infrastructure Diana Gratiela Berbecaru and Cesare Cameroni

11:55 Modeling and Evaluation of Battery Depletion Attacks on Unmanned Aerial Vehicles in Crisis Management Systems Vasily Desnitsky, Nikolay Rudavin and Igor Kotenko

12:20 The Integrated Model of Secure Cyber-Physical Systems for their Design and Verification Dmitry Levshun, Igor Kotenko and Andrey Chechulin

12:45 Scalable Data Processing Approach and Anomaly Detection Method for User and Entity Behavior Analytics Platform Alexey Lukashin, Mikhail Popov, Anatoliy Bolshakov and Yuri Nikolashin

13:00 Approach to Detection of Denial-of-Sleep Attacks in Wireless Sensor Networks on the base of Machine Learning Balueva, Vasily Desnitsky and Igor Ushakov

13:15 Model of Smart Manufacturing System Maria Usova, Sergey Chuprov, Ilya Viksnin, Ruslan Gataullin, Antonina Komarova and Andrey Iuganson”

14:00 Lunch

Main track –Data Analysis, Mining and Machine Learning (DAMML) [Room № 1]

15:30 Privacy-Preserving LDA Classification over Horizontal Distributed Data Fatemeh Khodaparast, Mina Sheikhalishahi, Fabio Martinelli and Hassan Haghighi

15:55 Improving Parallel Data Mining for Different Data Distributions in IoTSystems Ivan Kholod, Andrey Shorov and Sergei Gorlatch

16:20 An Experiment on Automated Requirements Mapping Using Deep Learning Methods Felix Petcusin, Liana Stanescu and Costin Bădică

29 16:45 Using the Doc2Vec algorithm to detect semantically similar Jira issues in the process of resolving customer requests Artem Kovalev, Voinov and Igor Nikiforov

17:00 evoRF: an evolutionary approach to Random Forests Diogo Ramos, Davide Carneiro and Paulo Novais

17:15 The Method of Fuzzy Logic and Data Mining for Monitoring Troposphere Parameters Using Ground-Based Radiometric Complex S.I. Ivanov and G.N. Ilin

SIDCMLCoT‑ Security for IDC - Machine Learning vs. Chains of Trust [Room № 2]

15:10 Model checking to detect the Hummingbad Malware Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vittoria Nardone and Gigliola Vaglini

15:35 ECU-Secure: Characteristic Functions for Intrusion Detection in In Vehicle Networks Yannick Chevalier, Roland Rieke, Florian Fenzl, Andrey Chechulin and Igor Kotenko

16:00 Experimenting with Machine Learning in Automated Intrusion Response Andrew Hutchison and Andre Lopes

16:25 Method of several information spaces for identification of anomalies Alexander Grusho, Nick Grusho and Elena Timonia

16:40 Gateway for Industrial Cyber-Physical Systems with Hardware-based Trust Anchors Diethelm Bienhaus, Lukas Jäge, Roland Rieke and Christoph Krauß

19:00 Conference Dinner

30 DAY 3 ‑ Wednesday, October 9, 2019

AMSNAICC 1 ‑ Advanced Methods for Social Network Analysis and Inappropriate Content Counteraction [Room № 1]

9:00 Panel discussion

10:10 Digital Subjects as New Power Actors: a Critical View on Political, Media-, and Digital Spaces Intersection. Dmitry Gavra, Vladislav Dekalov and Ksenia Naumenko

10:35 An approach to creating an intelligent system for detecting and countering inappropriate information on the Internet Lidiya Vitkova, Igor Saenko and Olga Tushkanova

11:00 A Note on Analysing the Aims Behind DDoS Attacks Abhishta Abhishta, Marianne Junger, Reinoud Joosten and Lambert J. M. Nieuwenhuis

11:25 Formation of the system of signs of potentially harmful multimedia objects Sergey Pilkevich and Konstantin Gnidko

VADE‑ Visual Analytics in Distributed Environment [Room № 2]

10:35 The of the system for monitoring the status in patients with Parkinson’s disease using mobile technologies Yulia Shichkina, Galina Kataeva, YuliaIrishina and Elizaveta Stanevich

11:00 Approach to association and classification rules visualization Yana Bekeneva, Vladimir Mochalov and Andrey Shorov

11:15 The Visualization-driven Approach to the Analysis of the HVAC Data Evgenia Novikova, Mikhail Bestuzhev and Andrey Shorov

11:40 Coffee Break

31 AMSNAICC 2‑ Advanced Methods for Social Network Analysis and Inappropriate Content Counteraction [Room № 1]

11:55 Soft estimates for Social engineering attack propagation probabilities depending on interaction rates among Instagram users Anastasiia Khlobystova, Maxim Abramov and Alexander Tulupyev

12:10 Development of the complex algorithm for web pages classification to detection inappropriate information on the Internet Diana Gaifulina and Andrey Chechulin

12:25 Approach to Identification and Analysis of Information Sources in Social Networks Lidiya Vitkova and Maxim Kolomeets

12:40 The architecture of subsystem for eliminating an uncertainty in assessment of information objects′ semantic content based on the methods of incomplete, inconsistent and fuzzy knowledge processing Elena Doynikova and Igor Parashchuk

12:55 The common approach to determination of the destructive information impacts and negative personal tendencies of young generation using the neural network methods for the Internet content processing Alexander Branitskiy, Elena Doynikova, Igor Kotenko, Natalia Krasilnikova, Dmitriy Levshun, Artem Tishkov and Nina Vanchakova

IHMI‑ Intelligent Human-Machine Interfaces [Room № 2]

11:55 Lower Limbs Exoskeleton Control System Based on Intelligent Human Machine Interface Ildar Kagirov, Alexey Karpov, Irina Kipyatkova, Konstantin Klyuzhev, Alexander Kudryavcev, Igor Kudryavcev and Dmitry Ryumin

12:20 Central Audio-Library of the University of Novi Sad Vlado Delić, Dragiša Mišković, Branislav Popović, Milan Sečujski, Siniša Suzić, Tijana Delić and Nikša Jakovljević

12:45 Applying ensemble learning techniques and neural networks to deceptive and truthful information detection task in the flow of speech Alena Velichko, Victor Budkov, Ildar Kagirov and Alexey Karpov

32 13:15 Closing

13:30 Lunch

International scientific school “Incident management and countering targeted cyber-physical attacks in distributed large-scale critical systems [Room № 1]

14:00 Registration of the school participants 15:00 Welcoming speech - Igor Kotenko 15:10 Planning and distributed cyber-physical systems Didier El Baz, Head of the Distributed Computing and Asynchronism team, The National Center for Scientific Research (CNRS), Toulouse, France 16:10 IT-Security for E-mobility Christoph Krauss, Head of the Cyber-Physical Security Department, Fraunhofer-Institute for Secure Information Technology SIT, Darmstadt, Germany 17:10 Industrial Internet of Things (IIoT) Security Diethelm Bienhaus, Professor, the University of Applied Sciences, Mittelhessen, Germany

33 DAY 4 ‑ Thursday, October 10, 2019

[Room № 1]

10:00 Cybersecurity Research: Challenges and Course of Action Roland Rieke, PhD, Senior researcher of Cyber-Physical Systems Security Department, Fraunhofer-Institute for Secure Information Technology SIT, Darmstadt, Germany

11:00 Log Analysis based on Data Exchange Yannick Chevalier, Assistant Professor, Paul Sabatier University (Paul Sabatier University, Toulouse III), Toulouse, France

12:00 Social Network Analysis: Challenges and Trends Andrey Chechulin, Leading researcher of the laboratory of computer security problems of SPIIRAS, senior researcher of ITMO University, St. Petersburg, Russia

14:00 Artificial intelligence in cybersecurity Olga Tushkanova, Researcher of the laboratory of computer security problems of SPIIRAS, St. Petersburg, Russia

15:00 Battery depletion attacks on cyber-physical devices Vasiliy Desnitsky, Senior researcher of the laboratory of computer security problems of SPIIRAS, senior researcher of ITMO University, St. Petersburg, Russia

16:30 Security assessment of information systems based on the open data sources: approach, challenges and prospects Elena Doynikova, Senior researcher of the laboratory of computer security problems of SPIIRAS, senior researcher of ITMO University, St. Petersburg, Russia

17:25 Information Security Trends in Computer Networks: Review of the Cisco Security Solutions Igor Ushakov, Senior Lecturer, Department of Secure Communication Systems, Bonch-Bruevich St. Petersburg State University of Telecommunications, St. Petersburg, Russia

18:20 Concluding remarks - Igor Kotenko

34 Conference Venue

IDC 2019 will be held in the ITMO University, Lomonosova 9, St. Petersburg

Closest stations are Dostoevskaya (“Достоевская”) orange line and Vladimirskaya (“Владимирская”) red line. From the Dostoevskaya to the Symposium venue 10 minutes walk: go straight along Zagorodny pr. to str. Lomonosova, then turn right to Lomonosova str. (Rubinstein str pass by), after about 100 m on the other side of the street there will be ITMO building.

35 How to get from airport to the venue of the conference

All airlines and flights are operating from new airport terminal (Pulkovo). Airport is located 15 km from the city. Closest metro station is Moskovskaya (“Московская”), line. Possible options: 1.Order a taxi directly in airport on the official taxi desk which is located at Arrivals hall on the first floor of the Terminal. We strongly recommend You not to use private driver’s cars (illegal taxi). 2. By public transport City buses №39 and Minivan Taxi number K39 run between the nearest Moskovskaya metro station and the airport. The bus stops in front of arrivals hall exit of airoport - by city bus №39Ex It runs between airport and metro station “Moskovskaya” every 25-30 min. from 5:25 a.m until 00:20 a.m. It takes around 20 min. (non stop city bus) - by city bus №39 It runs between airport and metro station “Moskovskaya” every 12-20 min. from 6:00 a.m until 01:30 a.m. It takes around 30-35 min. From Moskovskaya metro station 6 metro stops to Sennaya metro station, then transfer to Spasskaya metro station (without getting up from the metro) and travel 1 stop to Dostoevskay.

36 Metro map

37 Conference Dinner

The conference dinner will be held at EVENT ROOF on the top floor at 59, River Embankment, St. Petersburg.

38 39 40