Service-Oriented Computing – ICSOC 2018 Workshops: ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT, Hangzhou, China, November 12–15, 2018, Revised Selected Papers

Description

This book constitutes the revised selected papers of the scientific satellite events that were held in conjunction with the 16th International Conference on Service-Oriented Computing, ICSOC 2018, held in Hangzhou, China, in November 2018. The ICSOC 2018 workshop track consisted of six workshops on a wide range of topics that fall into the general area of service computing. A special focus this year was on Internet of Things, Data Analytics, and Smart Services: First International Workshop on Data-Driven Business Services (DDBS)First International Workshop on Networked Learning Systems for Secured IoT Services and Its Applications (NLS4IoT)8th International Workshop on Context-Aware and IoT Services (CIoTS)Third International Workshop on Adaptive Service-oriented and Cloud Applications (ASOCA2018)Third International Workshop on IoT Systems for Context-aware Computing (ISyCC)First International Workshop on AI and Data Mining for Services (ADMS) Front Matter ....Pages i-xv Front Matter ....Pages 1-2 A Data-Driven Optimization Method for Reallocating the Free-Floating Bikes (Ming Liu, Xifen Xu)....Pages 3-13 Study on Airport De-icing Schedule Problem Balancing Fairness and Efficiency (Qing Guo, Bing Li, Xuan Luo)....Pages 14-26 Co-design of Business and IT Services - A Tool-Supported Approach (Blagovesta Pirelli, Natalia Nessler, Alain Wegmann)....Pages 27-40 Energy-Aware and Location-Constrained Virtual Network Embedding in Enterprise Network (Xin Cong, Lingling Zi, Kai Shuang)....Pages 41-52 WeChat Red Envelops: Literature Review and Future Research Directions (Zerun Chen, Rui Gu)....Pages 53-66 Front Matter ....Pages 67-68 Research and Design of CMOS Fully Differential Telescopic Operational Amplifier with Common Mode Feedback (Zhongqiu Pang, Pinqun Jiang, Shuxiang Song, Mingcan Cen)....Pages 69-79 Parallel Concatenated Network with Cross-layer Connections for Image Recognition (Peng Li, Pinqun Jiang, Shangyou Zeng, Rui Fan)....Pages 80-88 Application of System Calls in Abnormal User Behavioral Detection in Social Networks (Shizhen Zhang, Frank Jiang, Min Qin)....Pages 89-101 Multi-branch Aggregate Convolutional Neural Network for Image Classification (Rui Fan, Pinqun Jiang, Shangyou Zeng, Peng Li)....Pages 102-112 Remote Sensing Image Deblurring Algorithm Based on WGAN (Haiying Xia, Chenxu Liu)....Pages 113-125 Text Classification Research Based on Improved Word2vec and CNN (Mengyuan Gao, Tinghui Li, Peifang Huang)....Pages 126-135 Retinal Image Registration Based on Bifurcation Point and SURF (Haiying Xia, Danhua Chen)....Pages 136-146 Front Matter ....Pages 147-148 Augmented Reality in IoT (Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke)....Pages 149-160 The Tentative Research of Hydrological IoT Data Processing System Based on Apache Flink (Feng Ye, Peng Zhang, Cheng Hu, Songjie Zhu, Ling Li)....Pages 161-168 Runtime Service Composition Modification Supporting Situational Sensor Data Correlation (Chen Liu, Zhongmei Zhang, Shouli Zhang, Yanbo Han)....Pages 169-181 A Dynamic Service Adaptation Algorithm for Seamless Integration of Cloud Infrastructure and Edge Devices (Liu Yang, Yi Li)....Pages 182-193 A Cost-Effective Time-Constrained Multi-workflow Scheduling Strategy in Fog Computing (Ruimiao Ding, Xuejun Li, Xiao Liu, Jia Xu)....Pages 194-207 A Brief Survey on IoT Privacy: Taxonomy, Issues and Future Trends (Kinza Sarwar, Sira Yongchareon, Jian Yu)....Pages 208-219 Real-Time Estimation of Road Traffic Speeds from Cell-Based Vehicle Trajectories (Xiaoxiao Sun, Dongjin Yu, Sai Liao, Wanqing Li, Chengbiao Zhou)....Pages 220-228 A Data Cleaning Service on Massive Spatio-Temporal Data in Highway Domain (Yanqing Xia, Xuefei Wang, Weilong Ding)....Pages 229-240 Tracking a Person’s Behaviour in a Smart House (Gavin Chand, Mustafa Ali, Bashar Barmada, Veronica Liesaputra, Guillermo Ramirez-Prado)....Pages 241-252 An Efficient In-Memory R-Tree Construction Scheme for Spatio-Temporal Data Stream (Ting Zhang, Lianghuai Yang, Donghai Shen, Yulei Fan)....Pages 253-265 Front Matter ....Pages 267-268 Dynamic Task Allocation for Data-Intensive Workflows in Cloud Environment (Xiping Liu, Liyang Zheng, Chen Junyu, Lei Shang)....Pages 269-280 A Data Dependency and Access Threshold Based Replication Strategy for Multi-cloud Workflow Applications (Fei Xie, Jun Yan, Jun Shen)....Pages 281-293 Support Context-Adaptation in the Constrained Application Protocol (CoAP) (Yuji Dong, Kaiyu Wan, Yong Yue, Xin Huang)....Pages 294-305 Front Matter ....Pages 307-308 Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes (Gautam Singh, Gargi Dasgupta, Yu Deng)....Pages 309-321 TaxiC: A Taxi Route Recommendation Method Based on Urban Traffic Charge Heat Map (Yijing Cheng, Qifeng Zhou, Yongxuan Lai)....Pages 322-334 Event Log Reconstruction Using Autoencoders (Hoang Thi Cam Nguyen, Marco Comuzzi)....Pages 335-350 MLE: A General Multi-Layer Ensemble Framework for Group Recommendation (Xiaopeng Li, Jia Xu, Bin Xia, Jian Xu)....Pages 351-366 Does Your Accurate Process Predictive Monitoring Model Give Reliable Predictions? (Marco Comuzzi, Alfonso E. Marquez-Chamorro, Manuel Resinas)....Pages 367-373 Front Matter ....Pages 375-377 Service Negotiation in a Dynamic IoT Environment (Fan Li)....Pages 379-386 Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment (Huaiying Sun, Huiqun Yu, Guisheng Fan)....Pages 387-393 AppNet: A Large-Scale Multi-layer Heterogeneous Complex App Network for Intelligent Program Search (Jianmao Xiao, Shizhan Chen, Zhiyong Feng, Jian Yang)....Pages 394-399 A Goal-Driven Context-Aware Architecture for Distributing Cognitive Service Group (Siyuan Lu)....Pages 400-406 Crossover Service Phenomenon Analysis Based on Event Evolutionary Graph (Mingyi Liu, Zhongjie Wang, Zhiying Tu)....Pages 407-412 Front Matter ....Pages 413-417 Improved Architectures/Deployments with Elmo (Arjan Lamers, Marko van Eekelen, Sung-Shik Jongmans)....Pages 419-424 CEA: A Service for Cognitive Event Automation (Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso et al.)....Pages 425-429 BluePlan: A Service for Automated Migration Plan Construction Using AI (Malik Jackson, John Rofrano, Jinho Hwang, Maja Vukovic)....Pages 430-434 ELeCTRA: Induced Usage Limitations Calculation in RESTful APIs (Antonio Gamez-Diaz, Pablo Fernandez, Cesare Pautasso, Ana Ivanchikj, Antonio Ruiz-Cortes)....Pages 435-438 Offering Artificial Intelligence Development Situation Analysis Service for Users (Xiujuan Xu, Tingting Jiang, Shimin Shan, Jun Ni, Kai Wang, Zhenlong Xu et al.)....Pages 439-442 TReAT: A Tool for Analyzing Relations Between Tasks in a Process (Pengbo Xiu, Jian Yang, Weiliang Zhao)....Pages 443-446 iCOP: IoT-Enabled Policing Processes (Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang et al.)....Pages 447-452 iSheets: A Spreadsheet-Based Machine Learning Development Platform for Data-Driven Process Analytics (Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng)....Pages 453-457 SORCER: A Decentralised Continuous Integration Platform for Service-Oriented Software Systems (Jameel Almalki, Haifeng Shen)....Pages 458-464 On Anomaly Detection and Root Cause Analysis of Microservice Systems (Zijie Guan, Jinjin Lin, Pengfei Chen)....Pages 465-469 RESTalk Miner: Mining RESTful Conversations, Pattern Discovery and Matching (Ana Ivanchikj, Ilija Gjorgjiev, Cesare Pautasso)....Pages 470-475 Cross-Client SLA Management with the ysla Language and Engine (Shashank Rajamoni, Robert Engel, Bryant Chen, Heiko Ludwig, Alexander Keller)....Pages 476-480 Paving the Way for Autonomous Cars in the City of Tomorrow: A Prototype for Mobile Devices Support at the Edges of 5G Network (Fatma Raissi, Clovis Anicet Ouedraogo, Sami Yangui, Frederic Camps, Nejib Bel Hadj-Alouane)....Pages 481-485 Juno: An Intelligent Chat Service for IT Service Automation (Jin Xiao, Anup K. Kalia, Maja Vukovic)....Pages 486-490 Back Matter ....Pages 491-492