Intelligent Distributed Computing XI

✍ Scribed by Mirjana Ivanović et al. (eds.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 319
• Series: Studies in Computational Intelligence 737
• Edition: 1
• Category: Library

✦ Synopsis

This book presents a collection of contributions addressing recent advances and research in synergistic combinations of topics in the joint fields of intelligent computing and distributed computing. It focuses on the following specific topics: distributed data mining and machine learning, reasoning and decision-making in distributed environments, distributed evolutionary algorithms, trust and reputation models for distributed systems, scheduling and resource allocation in distributed systems, intelligent multi-agent systems, advanced agent-based and service-based architectures, and Smart Cloud and Internet of Things (IoT) environments.

The book represents the combined peer-reviewed proceedings of the 11th International Symposium on Intelligent Distributed Computing (IDC 2017) and the 7th International Workshop on Applications of Software Agents (WASA 2017), both of which were held in Belgrade, Serbia from October 11 to 13, 2017.

✦ Table of Contents

Front Matter ....Pages i-x
Front Matter ....Pages 1-1
A Performance Analysis of Self-(\star ) Evolutionary Algorithms on Networks with Correlated Failures (Rafael Nogueras, Carlos Cotta)....Pages 3-13
Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed (Carlos M. Fernandes, Juan L. J. Laredo, Agostinho C. Rosa)....Pages 15-25
Heuristic of Anticipation for Fair Scheduling and Resource Allocation in Grid VOs (Victor Toporkov, Anna Toporkova, Dmitry Yemelyanov)....Pages 27-37
On the Applications of Dijkstra’s Shortest Path Algorithm in Software Defined Networks (Tihana Galinac Grbac, Nikola Domazet)....Pages 39-45
Front Matter ....Pages 47-47
Towards a Paraconsistent Approach to Actions in Distributed Information-Rich Environments (Łukasz Białek, Barbara Dunin-Kęplicz, Andrzej Szałas)....Pages 49-60
A Modified Vickrey Auction with Regret Minimization for Uniform Alliance Decisions (Marin Lujak, Marija Slavkovik)....Pages 61-72
Lightweight Cooperative Self-Localization as Support to Traffic Regulation for Autonomous Car Driving (Assia Belbachir, Marcia Pasin, Amal El Fallah Seghrouchni)....Pages 73-79
A New Approach for Vertical Handover Between LTE and WLAN Based on Fuzzy Logic and Graph Theory (Zlatko Dejanović)....Pages 81-86
Front Matter ....Pages 87-87
Programming the Interaction Space Effectively with (\texttt {ReSpecT}\mathbb {X}) (Giovanni Ciatto, Stefano Mariani, Andrea Omicini)....Pages 89-101
Multi-agent System to Design Next Generation of Airborne Platform (Ludovic Grivault, Amal El Fallah-Seghrouchni, Raphaël Girard-Claudon)....Pages 103-113
A Drone-Based Building Inspection System Using Software-Agents (Jun Jo, Zahra Jadidi, Bela Stantic)....Pages 115-121
Front Matter ....Pages 123-123
Connecting Social Media Data with Observed Hybrid Data for Environment Monitoring (Jinyan Chen, Sen Wang, Bela Stantic)....Pages 125-135
EUStress: A Human Behaviour Analysis System for Monitoring and Assessing Stress During Exams (Filipe Gonçalves, Davide Carneiro, Paulo Novais, José Pêgo)....Pages 137-147
Post Sharing-Based Credibility Network for Social Network (V. Carchiolo, A. Longheu, M. Malgeri, G. Mangioni, M. Previti)....Pages 149-158
Ontological Hybrid Storage for Security Data (Igor Kotenko, Andrey Chechulin, Elena Doynikova, Andrey Fedorchenko)....Pages 159-171
Front Matter ....Pages 173-173
Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines (Maria Carrillo, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, David Camacho)....Pages 175-184
Convolutional Neural Networks for Four-Class Motor Imagery Data Classification (Tomas Uktveris, Vacius Jusas)....Pages 185-197
Binary Classification of Images for Applications in Intelligent 3D Scanning (Branislav Vezilić, Dušan B. Gajić, Dinu Dragan, Veljko Petrović, Srđan Mihić, Zoran Anišić et al.)....Pages 199-209
Front Matter ....Pages 211-211
Context Aware Resource and Service Provisioning Management in Fog Computing Systems (Saša Pešić, Milenko Tošić, Ognjen Iković, Mirjana Ivanović, Miloš Radovanović, Dragan Bošković)....Pages 213-223
An Argumentative Approach to Smart Home Office Ambient Lighting (Andrei Mocanu)....Pages 225-234
A Recommender System Based on Hierarchical Clustering for Cloud e-Learning (Krenare Pireva, Petros Kefalas)....Pages 235-245
A Taxonomy of Anomalies in Distributed Cloud Systems: The CRI-Model (Kim Reichert, Alexander Pokahr, Till Hohenberger, Christopher Haubeck, Winfried Lamersdorf)....Pages 247-261
Modeling and Analysis of IoT Energy Resource Exhaustion Attacks (Vasily Desnitsky, Igor Kotenko)....Pages 263-270
Front Matter ....Pages 271-271
Service Discovery in Megascale Distributed Systems (Kai Jander, Alexander Pokahr, Lars Braubach, Julian Kalinowski)....Pages 273-284
Context-Aware Access Control Model for Services Provided from Cloud Computing (Ichiro Satoh)....Pages 285-295
Reference Architecture for Self-adaptive Microservice Systems (Krasimir Baylov, Aleksandar Dimov)....Pages 297-303
Front Matter ....Pages 305-305
Agent-Based Computing in the Internet of Things: A Survey (Claudio Savaglio, Giancarlo Fortino, Maria Ganzha, Marcin Paprzycki, Costin Bădică, Mirjana Ivanović)....Pages 307-320
Teaching, Learning and Assessment of Agents and Robotics in a Computer Science Curriculum (Ioanna Stamatopoulou, Konstantinos Dimopoulos, Petros Kefalas)....Pages 321-332
Back Matter ....Pages 333-334

✦ Subjects

Computational Intelligence