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智能分布式计算XIII-Intelligent Distributed Computing XIII

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标题(title):Intelligent Distributed Computing XIII
智能分布式计算XIII
作者(author):Igor Kotenko, Costin Badica, Vasily Desnitsky, Didier El Baz, Mirjana Ivanovic
出版社(publisher):Springer International Publishing
大小(size):38 MB (39939495 bytes)
格式(extension):pdf
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This book gathers research contributions on recent advances in intelligent and distributed
computing. A major focus is placed on new techniques and applications for several highlydemanded research directions: Internet of Things, Cloud Computing and Big Data, Data Mining and Machine Learning, Multi-agent and Service-Based Distributed Systems, Distributed Algorithms and Optimization, Modeling Operational Processes, Social Network Analysis and Inappropriate Content Counteraction, Cyber-Physical Security and Safety, Intelligent Distributed Decision Support Systems, Intelligent Human-Machine Interfaces, VisualAnalytics and others. The book represents the peer-reviewed proceedings of the 13thInternational Symposium on Intelligent Distributed Computing (IDC 2019), which was held in St. Petersburg, Russia, from October 7 to 9, 2019.


Table of contents :
Front Matter ....Pages i-xxv
Front Matter ....Pages 1-1
Using Blockchain for Reputation-Based Cooperation in Federated IoT Domains (Giancarlo Fortino, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné)....Pages 3-12
Design of Fail-Safe Quadrocopter Configuration (Oleg V. Baranov, Nikolay V. Smirnov, Tatiana E. Smirnova, Yefim V. Zholobov)....Pages 13-22
CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems (Saša Pešić, Miloš Radovanović, Mirjana Ivanović, Costin Badica, Milenko Tošić, Ognjen Iković et al.)....Pages 23-34
Conceptual Model of Digital Platform for Enterprises of Industry 5.0 (Vladimir Gorodetsky, Vladimir Larukchin, Petr Skobelev)....Pages 35-40
Conceptual Data Modeling Using Aggregates to Ensure Large-Scale Distributed Data Management Systems Security (Maria A. Poltavtseva, Maxim O. Kalinin)....Pages 41-47
Smart Topic Sharing in IoT Platform Based on a Social Inspired Broker (Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni)....Pages 48-55
Easy Development of Software for IoT Systems (Ichiro Satoh)....Pages 56-61
Front Matter ....Pages 63-63
Privacy-Preserving LDA Classification over Horizontally Distributed Data (Fatemeh Khodaparast, Mina Sheikhalishahi, Hassan Haghighi, Fabio Martinelli)....Pages 65-74
Improving Parallel Data Mining for Different Data Distributions in IoT Systems (Ivan Kholod, Andrey Shorov, Sergei Gorlatch)....Pages 75-85
An Experiment on Automated Requirements Mapping Using Deep Learning Methods (Felix Petcuşin, Liana Stănescu, Costin Bădică)....Pages 86-95
Using the Doc2Vec Algorithm to Detect Semantically Similar Jira Issues in the Process of Resolving Customer Requests (Artem Kovalev, Nikita Voinov, Igor Nikiforov)....Pages 96-101
evoRF: An Evolutionary Approach to Random Forests (Diogo Ramos, Davide Carneiro, Paulo Novais)....Pages 102-107
The Method of Fuzzy Logic and Data Mining for Monitoring Troposphere Parameters Using Ground-Based Radiometric Complex (S. I. Ivanov, G. N. Ilin)....Pages 108-114
Front Matter ....Pages 115-115
Actor-Network Approach to Self-organisation in Global Logistics Networks (Yury Iskanderov, Mikhail Pautov)....Pages 117-127
Multi-agent System for Simulation of Response to Supply Chain Disruptions (Jing Tan, Rongjun Xu, Kai Chen, Lars Braubach, Kai Jander, Alexander Pokahr)....Pages 128-139
Data Warehouse Design for Security Applications Using Distributed Ontology-Based Knowledge Representation (Maria A. Butakova, Andrey V. Chernov, Ilias K. Savvas, Georgia Garani)....Pages 140-145
Front Matter ....Pages 147-147
Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming (Amelia Bădică, Costin Bădică, Mirjana Ivanović, Doina Logofătu)....Pages 149-159
Global and Private Job-Flow Scheduling Optimization in Grid Virtual Organizations (Victor Toporkov, Anna Toporkova, Dmitry Yemelyanov)....Pages 160-169
Type-Based Genetic Algorithms (Roman Sizov, Dan A. Simovici)....Pages 170-176
Distributed Construction of a Level Class Description in the Framework of Logic-Predicate Approach to AI Problems (Tatiana M. Kosovskaya)....Pages 177-182
On Approaches for Solving Nonlinear Optimal Control Problems (Alina V. Boiko, Nikolay V. Smirnov)....Pages 183-188
Front Matter ....Pages 189-189
Hierarchical Simulation of Onboard Networks (Valentin Olenev, Irina Lavrovskaya, Ilya Korobkov, Nikolay Sinyov, Yuriy Sheynin)....Pages 191-196
Strategies Comparison in Link Building Problem (Vincenza Carchiolo, Marco Grassia, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni)....Pages 197-202
Research of the Possibility of Hidden Embedding of a Digital Watermark Using Practical Methods of Channel Steganography (Pavel I. Sharikov, Andrey V. Krasov, Artem M. Gelfand, Nikita A. Kosov)....Pages 203-209
A Highly Scalable Index Structure for Multicore In-Memory Database Systems (Hitoshi Mitake, Hiroshi Yamada, Tatsuo Nakajima)....Pages 210-217
Applying the Split-Join Queuing System Model to Estimating the Efficiency of Detecting Contamination Content Process in Multimedia Objects Streams (Vladimir Lokhvickii, Yuri Ryzhikov, Andry Dudkin)....Pages 218-223
On the Applicability of the Modernized Method of Latent-Semantic Analysis to Identify Negative Content in Multimedia Objects (Sergey Krasnov, Vladimir Lokhvitckii, Andry Dudkin)....Pages 224-229
Front Matter ....Pages 231-231
Digital Subjects as New Power Actors: A Critical View on Political, Media-, and Digital Spaces Intersection (Dmitry Gavra, Vladislav Dekalov, Ksenia Naumenko)....Pages 233-243
An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet (Lidiya Vitkova, Igor Saenko, Olga Tushkanova)....Pages 244-254
A Note on Analysing the Attacker Aims Behind DDoS Attacks (Abhishta Abhishta, Marianne Junger, Reinoud Joosten, Lambert J. M. Nieuwenhuis)....Pages 255-265
Formation of the System of Signs of Potentially Harmful Multimedia Objects (Sergey Pilkevich, Konstantin Gnidko)....Pages 266-271
Soft Estimates for Social Engineering Attack Propagation Probabilities Depending on Interaction Rates Among Instagram Users (Anastasiia O. Khlobystova, Maxim V. Abramov, Alexander L. Tulupyev)....Pages 272-277
Development of the Complex Algorithm for Web Pages Classification to Detection Inappropriate Information on the Internet (Diana Gaifulina, Andrey Chechulin)....Pages 278-284
Approach to Identification and Analysis of Information Sources in Social Networks (Lidia Vitkova, Maxim Kolomeets)....Pages 285-293
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 (Igor Parashchuk, Elena Doynikova)....Pages 294-301
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 et al.)....Pages 302-310
Front Matter ....Pages 311-311
Authorize-then-Authenticate: Supporting Authorization Decisions Prior to Authentication in an Electronic Identity Infrastructure (Diana Berbecaru, Antonio Lioy, Cesare Cameroni)....Pages 313-322
Modeling and Evaluation of Battery Depletion Attacks on Unmanned Aerial Vehicles in Crisis Management Systems (Vasily Desnitsky, Nikolay Rudavin, Igor Kotenko)....Pages 323-332
The Integrated Model of Secure Cyber-Physical Systems for Their Design and Verification (Dmitry Levshun, Igor Kotenko, Andrey Chechulin)....Pages 333-343
Scalable Data Processing Approach and Anomaly Detection Method for User and Entity Behavior Analytics Platform (Alexey Lukashin, Mikhail Popov, Anatoliy Bolshakov, Yuri Nikolashin)....Pages 344-349
Approach to Detection of Denial-of-Sleep Attacks in Wireless Sensor Networks on the Base of Machine Learning (Anastasia Balueva, Vasily Desnitsky, Igor Ushakov)....Pages 350-355
Model of Smart Manufacturing System (Maria Usova, Sergey Chuprov, Ilya Viksnin, Ruslan Gataullin, Antonina Komarova, Andrey Iuganson)....Pages 356-362
Front Matter ....Pages 363-363
Technology Resolution Criterion of Uncertainty in Intelligent Distributed Decision Support Systems (Alexsander N. Pavlov, Dmitry A. Pavlov, Valerii V. Zakharov)....Pages 365-373
Satellite Constellation Control Based on Inter-Satellite Information Interaction (Oleg Karsaev, Evgeniy Minakov)....Pages 374-384
Load Balancing Cloud Computing with Web-Interface Using Multi-channel Queuing Systems with Warming up and Cooling (Maad M. Khalill, Anatoly D. Khomonenko, Sergey I. Gindin)....Pages 385-393
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, Vladimir Kalinin)....Pages 394-403
Method for Design of ‘smart’ Spacecraft Onboard Decision Making in Case of Limited Onboard Resources (Andrey Tyugashev, Sergei Orlov)....Pages 404-413
Intelligent Technologies and Systems for Spatial Industrial Strategic Planning (Elena Serova)....Pages 414-422
Conceptual and Formal Models of Information Technologies Use for Decisions Support in Technological Systems (Alexander S. Geyda)....Pages 423-429
Role and Future of Standards in Development of Intelligent and Dependable Control Software in Russian Space Industry (Andrey Tyugashev, Alexander Kovalev, Vjacheslav Pjatkov)....Pages 430-436
Improved Particle Swarm Medical Image Segmentation Algorithm for Decision Making (Samer El-Khatib, Yuri Skobtsov, Sergey Rodzin)....Pages 437-442
Collecting and Processing Distributed Data for D
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