Service-oriented computing - ICSOC 2018 Workshops : ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT : Hangzhou, China, November 12-15, 2018, Revised selected papers

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)8 th 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 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). -- Provided by publisher This book constitutes the proceedings of the 15th International Conference on Service-Oriented Computing, ICSOC 2017, held in malaga, Spain, in November 2017. The 33 full papers presented together with 20 short papers and 4 keynotes in this volume were carefully reviewed and selected from 179 submissions. The selected papers cover a wide variety of important topics in the area of service-oriented computing, including foundational issues on service discovery and service-systems design, business process modelling and management, economics of service-systems engineering, as well as services on the cloud, social networks, the Internet of Things (IoT), and data analytics. The chapter "Risk-based Proactive Process Adaptation" is available open access under a CC BY 4.0 license via link.springer.com.