Pervasive Systems, Algorithms and Networks: 16th International Symposium, I-SPAN 2019, Naples, Italy, September 16-20, 2019, Proceedings

Description

This book constitutes the refereed proceedings of the 16th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2019, held in Naples, Italy, in September 2019. The 32 full papers and 8 short papers were carefully reviewed and selected from 89 submissions. The papers focus on all aspects of: big data analytics & machine learning; cyber security; cloud fog & edge computing; communication solutions; high performance computing and applications; consumer cyber security; and vehicular technology. Front Matter ....Pages i-xiv Front Matter ....Pages 1-1 Automatic Maritime Traffic Synthetic Route: A Framework for Route Prediction (Lisa Natswi Tafa, Xin Su, Jiman Hong, Chang Choi)....Pages 3-14 A Reinforcement Learning Based Intelligent System for the Healthcare Treatment Assistance of Patients with Disabilities (Antonio Coronato, Muddasar Naeem)....Pages 15-28 Saliency Guided Data Association Measure for Multiple-Object Tracking (Syeda Fouzia, Mark Bell, Reinhard Klette)....Pages 29-42 A Document Visualization Strategy Based on Semantic Multimedia Big Data (Antonio M. Rinaldi)....Pages 43-57 Improving Portfolio Performance Using Attribute Selection and Combination (Xiaoran Wang, James Ho-Shek, Dominik Ondusko, D. Frank Hsu)....Pages 58-70 Exploiting Recommender Systems in Collaborative Healthcare (Daniela D’Auria, Mouzhi Ge, Fabio Persia)....Pages 71-82 Advanced Methods to Extract Value from Scientific Datasets (Lucian Perju, Marius-Dorian Nicolaescu, Florin Pop, Ciprian Dobre, Sanda Maiduc)....Pages 83-95 A Business Reputation Methodology Using Social Network Analysis (Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlí)....Pages 96-106 Front Matter ....Pages 107-107 Sensitive Data Encoding in Blockchain-Based P2P Trading System (Yiming Liu, Xin Su, Ning Xu, Xiao Yao)....Pages 109-117 A New Instance of a Lightweight Authentication Protocol Based on the LPN Problem (Paolo D’Arco, Marco Nilo)....Pages 118-132 Effective Ransomware Detection Using Entropy Estimation of Files for Cloud Services (Kyungroul Lee, Sun-Young Lee, Kangbin Yim)....Pages 133-139 Modeling and Formal Verification of the Ticket-Based Handoff Authentication Protocol for Wireless Mesh Networks (Zahra Ebadi Ansaroudi, Saeid Pashazadeh)....Pages 140-154 TRUST: TRust Unguarded Service Terminals (Daniele Casola, Giuseppe Cattaneo, Luigi Catuogno, Umberto Ferraro Petrillo, Clemente Galdi, Gianluca Roscigno)....Pages 155-169 Front Matter ....Pages 171-171 Nature-Inspired Protocols for Cloud Computing and Security Systems (Marek R. Ogiela, Lidia Ogiela)....Pages 173-177 Containers Scheduling Consolidation Approach for Cloud Computing (Tarek Menouer, Patrice Darmon)....Pages 178-192 Power Efficiency Containers Scheduling Approach Based on Machine Learning Technique for Cloud Computing Environment (Tarek Menouer, Otman Manad, Christophe Cérin, Patrice Darmon)....Pages 193-206 A Clustering-Based Approach to Efficient Resource Allocation in Fog Computing (Leila Shooshtarian, Dapeng Lan, Amir Taherkordi)....Pages 207-224 Front Matter ....Pages 225-225 Enhanced Probability-Based Grant-Free Uplink Data Transmission in 5G mMTC (Dongyao Wang, Sung hwan Kim, Xiaoqiang Zhu)....Pages 227-239 The Registration-Based Collision Avoidance Mechanism for IEEE 802.11ah (Chung-Ming Huang, Rung-Shiang Cheng, Yin-Ming Li)....Pages 240-255 Accurate and Lightweight Range-Free Localization for Wireless Sensor Networks (Flavio Frattini, Marcello Cinque, Christian Esposito)....Pages 256-272 Front Matter ....Pages 273-273 Enhance Object Detection Capability with the Object Relation (Mei-Chen Li, Lokesh Sharma, Shih-Lin Wu)....Pages 275-282 A Simple Algorithm for Oncidium Orchid Cut Flower Grading with Deep Learning (Yin Te Tsai, Hsing Cheng Wu, Shao Ming Zhu)....Pages 283-288 Optimization of GPU Memory Usage for Training Deep Neural Networks (Che-Lun Hung, Chine-fu Hsin, Hsiao-Hsi Wang, Chuan Yi Tang)....Pages 289-293 Computing Image Intersection and Union Regions for Drosophila Neurons Based on Multi-core CPUs (Ming-Yan Guo, Hui-Jun Cheng, Chun-Yuan Lin, Yen-Jen Lin, Ann-Shyn Chiang)....Pages 294-303 Performance Comparison of Lightweight Kubernetes in Edge Devices (Halim Fathoni, Chao-Tung Yang, Chih-Hung Chang, Chin-Yin Huang)....Pages 304-309 Front Matter ....Pages 311-311 Experimental Analysis of the Pixel Non Uniformity (PNU) in SEM for Digital Forensics Purposes (Andrea Bruno, Giuseppe Cattaneo)....Pages 313-320 Public WiFi Security Network Protocol Practices in Tourist Destination (Sime Lugovic, Leo Mrsic, Ljiljana Zekanovic Korona)....Pages 321-332 Front Matter ....Pages 333-333 AEB Control Strategy and Collision Analysis Considering the Human-Vehicle-Road Environment (Xunyi Li, Jinju Shao, Guo Wei, Ruhong Hou)....Pages 335-346 Context-Awareness Enhances 5G MEC Resource Allocation (Shihyang Lin, Jieqin Wan)....Pages 347-358 Optimal Hybrid Path Planning Considering Dynamic and Static Characteristics of Intelligent Vehicles (Gang Shen, Jinju Shao, Derong Tan, Yaming Niu, Song Gao)....Pages 359-370 Single-Binocular Vision Conversion Strategy for Obstacle Detection at Non-signalized Intersections (Xiaotian Ma, Xiaoqing Sang, Yehui Sun, Xiaotong Gong, Shanshang Gao, Yi Xu et al.)....Pages 371-380 The Research on Intelligent Vehicle Trajectory Tracking Based on Model Predictive Control (Yaming Niu, Di Tan, Jinju Shao, Gang Shen, Xunyi Li, Guo Wei)....Pages 381-391 Back Matter ....Pages 393-394