Parallel and Distributed Computing, Applications and Technologies: 19th International Conference, PDCAT 2018, Jeju Island, South Korea, August 20-22, 2018, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the 19th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2018, held in Jeju Island, South Korea, in August 2018.

The 35 revised full papers presented along with the 14 short papers and were carefully reviewed and selected from 150 submissions. The papers of this volume are organized in topical sections on wired and wireless communication systems, high dimensional data representation and processing, networks and information security, computing techniques for efficient networks design, electronic circuits for communication systems.

Table of Contents

1. Front Matter
2. Networking and Architectures
   1. Front Matter
   2. Spectrum-Centric Differential Privacy for Hypergraph Spectral Clustering
   3. Efficient Scheduling Strategy for Data Collection in Delay-Tolerant Wireless Sensor Networks with a Mobile Sink
   4. Green vs Revenue: Data Center Profit Maximization Under Green Degree Constraints
   5. Design and Implementation of a Novel SDN-Based Architecture for Wi-Fi Networks
   6. Location Based One-Time Conference Protocol Without Personal Information
   7. Evaluation for Two Bloom Filters’ Configuration
   8. A Fast Global AVF Calculation Methodology for Multi-core Reliability Assessment
   9. Adaptive Control and Optimization on Dynamic Load Balancing Model
   10. Design Considerations for an Intelligent Video Surveillance System Using Cloud Computing
   11. Investment Intention Towards Online Peer-to-Peer Platform: A Data Mining Approach Based on Perceived Value Theory
   12. Pipeline Patterns on Top of Task-Based Runtimes
   13. A Real-Time Routing Protocol in Wireless Sensor-Actuator Network
   14. Privacy Preserving Classification Based on Perturbation for Network Traffic
   15. Fault Diagnosis of a Wireless Sensor Network Using a Hybrid Method
   16. An Optimization Theory of Home Occupants’ Access Data for Determining Smart Grid Service
   17. Automatic Classification of Transformed Protocols Using Deep Learning
   18. Covert Timing Channel Design for Uniprocessor Real-Time Systems
3. Algorithms and Applications
   1. Front Matter
   2. Parallelization of the DIANA Algorithm in OpenMP
   3. Flash Animation Watermarking Algorithm Based on SWF Tag Attributes
   4. Analysis of Massive E-learning Processes: An Approach Based on Big Association Rules Mining
   5. SGNet: Design of Optimized DCNN for Real-Time Face Detection
   6. A Study on L1 Data Cache Bypassing Methods for High-Performance GPUs
   7. Memory Contention Aware Power Management for High Performance GPUs
   8. Dynamic Selective Warp Scheduling for GPUs Using L1 Data Cache Locality Information
   9. An Efficient Model and Algorithm for Privacy-Preserving Trajectory Data Publishing
   10. What Makes Charitable Crowdfunding Projects Successful: A Research Based on Data Mining and Social Capital Theory
   11. A SwarmESB Based Architecture for an European Healthcare Insurance System in Compliance with GDPR
   12. A Study on Deriving and Simulating Pre-risk on Complex Gas Facilities for Preventing Accidents
   13. Body Gesture Modeling for Psychology Analysis in Job Interview Based on Deep Spatio-Temporal Approach
   14. An Optimized Regularization Method to Enhance Low-Resource MT
   15. A Development of Architecture for Risk Area Prediction System
   16. Design of SNS-Based English Word Learning System for Daily Study
   17. Study of Real Toy Tank-Based Mixed Reality Contents
   18. Smart Grid an Advanced Method for Saving Energy in Vietnam
   19. Autonomous Flight Control Method of Drones for Enforcement of Traffic Law Violation
   20. Cost-Performance Comparison of Various Accelerator Implementation Platforms for Deep Convolutional Neural Network
   21. A Prediction Method of Solar Power Generator using Machine Learning Techniques
   22. A Glyph Reduction Evaluation of Combined Jeongeum-Fonts
4. Software Systems and Technologies
   1. Front Matter
   2. Software Requirements for an Ultra Large Scale System to Compute Multi Dimension Mean Failure Cost
   3. A Study of an Automated Software Effort Measurement Method
   4. A Generic Approach for the Verification of Static and Dynamic Behavioral Properties of SCDL/WS-BPEL Service-Component Architectures
   5. Pattern-Based Approaches for Business Process Improvement: A Literature Review
5. Security and Privacy
   1. Front Matter
   2. Research on Image Content Authentication Algorithm of Semi-fragile Watermarking for Adaptive Embedding Based on Characteristic of Image
   3. Autoencoder-Based on Anomaly Detection with Intrusion Scoring for Smart Factory Environments
   4. Blockchain and Smart-Contracts Modeled in a SwarmESB Ecosystem
   5. PINUS: Indoor Weighted Centroid Localization with Crowdsourced Calibration
   6. A Study on Application Method for Automation Solution Using Blockchain dApp Platform
   7. Towards a Two Factor Authentication Method Using Zero-Knowledge Protocol in Online Banking Services
   8. Security Vulnerability Analysis of Wi-Fi Connection Hijacking on the Linux-Based Robot Operating System for Drone Systems
6. Back Matter

Editors Biography

Jong Hyuk Park
Department of Computer Science and Engineering, Seoul National University of Science and Technology, Seoul, Korea (Republic of)

Hong Shen
School of Computer Science, University of Adelaide, Adelaide, Australia

Yunsick Sung
Department of Multimedia Engineering, Dongguk University, Seoul, Korea (Republic of)

Hui Tian
School of ICT, Griffith University, Gold Coast, Australia