Service Oriented Computing ICSOC 2018 Workshops ADMS ASOCA ISYyCC CloTS DDBS and NLS4IoT Hangzhou China November 12 15 2018 Revised Selected Papers 1st edition by Xiao Liu, Michael Mrissa, Liang Zhang, Djamal Benslimane, Aditya Ghose, Zhongjie Wang, Antonio Bucchiarone, Wei Zhang, Ying Zou, Qi Yu 3030176426 9783030176426

Service Oriented Computing ICSOC 2018 Workshops ADMS ASOCA ISYyCC CloTS DDBS and NLS4IoT Hangzhou China November 12 15 2018 Revised Selected Papers 1st edition by Xiao Liu, Michael Mrissa, Liang Zhang, Djamal Benslimane, Aditya Ghose, Zhongjie Wang, Antonio Bucchiarone, Wei Zhang, Ying Zou, Qi Yu – Ebook PDF Instant Download/DeliveryISBN:  3030176426, 9783030176426 

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ISBN-10 ‏ : ‎3030176426 

ISBN-13 ‏ : ‎9783030176426

Author:   Xiao Liu, Michael Mrissa, Liang Zhang, Djamal Benslimane, Aditya Ghose, Zhongjie Wang, Antonio Bucchiarone, Wei Zhang, Ying Zou, Qi Yu 

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)

Service Oriented Computing ICSOC 2018 Workshops ADMS ASOCA ISYyCC CloTS DDBS and NLS4IoT Hangzhou China November 12 15 2018 Revised Selected Papers 1st Table of contents:

1. DDBS: Data-Driven Business Services
2. A Data-Driven Optimization Method for Reallocating the Free-Floating Bikes
3. Study on Airport De-icing Schedule Problem Balancing Fairness and Efficiency
4. Co-design of Business and IT Services – A Tool-Supported Approach
5. Energy-Aware and Location-Constrained Virtual Network Embedding in Enterprise Network
6. WeChat Red Envelops: Literature Review and Future Research Directions
7. NLS4IoT: Networked Learning Systems for Secured IoT Services and Its Applications
8. Research and Design of CMOS Fully Differential Telescopic Operational Amplifier with Common Mode Feedback
9. Parallel Concatenated Network with Cross-layer Connections for Image Recognition
10. Application of System Calls in Abnormal User Behavioral Detection in Social Networks
11. Multi-branch Aggregate Convolutional Neural Network for Image Classification
12. Remote Sensing Image Deblurring Algorithm Based on WGAN
13. Text Classification Research Based on Improved Word2vec and CNN
14. Retinal Image Registration Based on Bifurcation Point and SURF
15. CIoTS: Context-Aware and IoT Services
16. Augmented Reality in IoT
17. The Tentative Research of Hydrological IoT Data Processing System Based on Apache Flink
18. Runtime Service Composition Modification Supporting Situational Sensor Data Correlation
19. A Dynamic Service Adaptation Algorithm for Seamless Integration of Cloud Infrastructure and Edge Devices
20. A Cost-Effective Time-Constrained Multi-workflow Scheduling Strategy in Fog Computing
21. A Brief Survey on IoT Privacy: Taxonomy, Issues and Future Trends
22. Real-Time Estimation of Road Traffic Speeds from Cell-Based Vehicle Trajectories
23. A Data Cleaning Service on Massive Spatio-Temporal Data in Highway Domain
24. Tracking a Person’s Behaviour in a Smart House
25. An Efficient In-Memory R-Tree Construction Scheme for Spatio-Temporal Data Stream
26. ASOCA: Adaptive Service-Oriented and Cloud Applications and ISyCC: IoT Systems for Context-Aware Computing
27. Dynamic Task Allocation for Data-Intensive Workflows in Cloud Environment
28. A Data Dependency and Access Threshold Based Replication Strategy for Multi-cloud Workflow Applications
29. Support Context-Adaptation in the Constrained Application Protocol (CoAP)
30. ADMS: AI and Data Mining for Services
31. Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes
32. TaxiC: A Taxi Route Recommendation Method Based on Urban Traffic Charge Heat Map
33. Event Log Reconstruction Using Autoencoders
34. MLE: A General Multi-Layer Ensemble Framework for Group Recommendation
35. Does Your Accurate Process Predictive Monitoring Model Give Reliable Predictions?
36. PhD Symposium
37. Service Negotiation in a Dynamic IoT Environment
38. Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment
39. AppNet: A Large-Scale Multi-layer Heterogeneous Complex App Network for Intelligent Program SearchA Goal-Driven Context-Aware Architecture for
40. Distributing Cognitive Service Group
41. Crossover Service Phenomenon Analysis Based on Event Evolutionary Graph
42. Demonstrations
43. Improved Architectures/Deployments with Elmo
44. CEA: A Service for Cognitive Event Automation
45. BluePlan: A Service for Automated Migration Plan Construction Using AI
46. ELeCTRA: Induced Usage Limitations Calculation in RESTful APIs
47. Offering Artificial Intelligence Development Situation Analysis Service for Users
48. TReAT: A Tool for Analyzing Relations Between Tasks in a Process
49. iCOP: IoT-Enabled Policing Processes
50. iSheets: A Spreadsheet-Based Machine Learning Development Platform for Data-Driven Process Analytics
51. SORCER: A Decentralised Continuous Integration Platform for Service-Oriented Software Systems
52. On Anomaly Detection and Root Cause Analysis of Microservice Systems
53. RESTalk Miner: Mining RESTful Conversations, Pattern Discovery and MatchinCross-Client SLA Management with the ysla Language and Engine
54. Paving the Way for Autonomous Cars in the City of Tomorrow: A Prototype for Mobile Devices Support at the Edges of 5G Network
55. Juno: An Intelligent Chat Service for IT Service Automation

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