Service-Oriented Computing – ICSOC 2022 Workshops: ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29 – December 2, 2022 Proceedings (Lecture Notes in Computer Science)

Preface
Contents
AI-PA: AI-enabled Process Automation
	Introduction to the 3rd International Workshop on AI-enabled Process Automation (AI-PA 2022)
BEDSpell: Spelling Error Correction Using BERT-Based Masked Language Model and Edit Distance
	1 Introduction
	2 Related Work
		2.1 Rule Based Methodes
		2.2 Language Model Based Methods
		2.3 Machine Learning Methods
	3 Methodology
		3.1 BERT for Masked Language Modeling
		3.2 BEDSpell Classifier
		3.3 -Sorting
	4 Experiments
		4.1 Dataset
		4.2 Evaluation Measure
		4.3 Results
		4.4 Discussion
	5 Conclusion
	References
Image Data Augmentation and Convolutional Feature Map Visualizations in Computer Vision Applications
	1 Introduction
	2 Related Work
	3 The Proposed Methodology
		3.1 Basic Image Transformations
		3.2 Feature Map Visualizations
		3.3 Implementation Details
	4 Experiments
		4.1 Dataset
		4.2 Results
		4.3 Discussion
	5 Conclusion
	References
Object-Centric Predictive Process Monitoring
	1 Introduction
	2 Related Work
	3 Preliminaries
		3.1 Object Centric Event Logs
	4 Predictive Process Monitoring for Object-Centric Logs
		4.1 Pipeline for Predictive Process Monitoring
	5 Experimental Results
	6 Conclusion
	References
Comparing Ordering Strategies for Process Discovery Using Synthesis Rules
	1 Introduction
	2 Related Work
	3 Preliminaries
	4 Ordering Strategies
	5 Evaluation
		5.1 Experimental Setup
		5.2 Results and Discussion
	6 Conclusion
	References
Developing Supply Chain Risk Management Strategies by Using Counterfactual Explanation
	1 Introduction
	2 Literature Review
	3 The Risk Management by Counterfactual Explanation (RMCE) Framework
		3.1 The SCN Optimization Model
		3.2 The Mechanism of Counterfactual Explanation in Decision Making
	4 Implementation of RMCE Framework and Case Study
		4.1 Designing Prediction Model for SCN Parameters
		4.2 Optimisation Model to Design SCN Schedule
		4.3 Proposing Recommendations Based on the Counterfactual Explanation Optimisation Model
	5 Conclusion and Future Works
	References
Explainable Predictive Decision Mining for Operational Support*-4pt
	1 Introduction
	2 Related Work
	3 Preliminaries
		3.1 Process Models
		3.2 Event Logs
	4 Explainable Predictive Decision Mining
		4.1 Offline Phase
		4.2 Online Phase
	5 Implementation
	6 Evaluation
		6.1 RQ1: Prediction Accuracy
		6.2 RQ2: Reliability of Explanations
	7 Conclusions
	References
A Blockchain Oracle-Based API Service for Verifying Livestock DNA Fingerprinting
	1 Introduction
	2 Related Work
	3 Livestock Blockchain Oracle (LBO) Service
		3.1 The Blockchain Events
		3.2 Smart Contracts
	4 Evaluation
		4.1 Simulation Setup
		4.2 Simulation Results
	5 Conclusion
	References
ASOCA: Adaptive Service-oriented and Cloud Applications
	Introduction to the 6th Workshop on Adaptive Service-Oriented and Cloud Applications (ASOCA 2022)
		Topics
		Accepted Papers
		Acknowledgement
A Systematic Literature Review on Multi-modal Medical Image Registration
	1 Introduction
	2 Method
		2.1 Research Questions
		2.2 Search Strategy
		2.3 Selection Criteria
		2.4 Data Collection
	3 Findings
		3.1 Multi-modal Medical Image Registration Techniques
		3.2 Purpose of Multi-modal Medical Image Registration
		3.3 Modalities Used in Automatic Image Registration Techniques
	4 Threats to Validity
	5 Conclusion and Discussion
	References
Education 4.0: Proposal of a Model for Autonomous Management of Learning Processes
	1 Introduction
	2 State of Art
	3 Related Works
	4 Proposal
		4.1 Actors
		4.2 Common Semantic Space
		4.3 Autonomous Learning Management
		4.4 Autonomous Management Architecture
	5 Results
	6 Conclusion and Future Works
	References
EXOGEM: Extending OpenAPI Generator for Monitoring of RESTful APIs
	1 Introduction
	2 Background Information
		2.1 Related Work
		2.2 OpenAPI
	3 Proposed Approach
	4 Implementation
	5 Case Study and Experimental Results
		5.1 Scenario
		5.2 Results
	6 Conclusion
	References
Analysis of MAPE-K Loop in Self-adaptive Systems for Cloud, IoT and CPS
	1 Introduction
	2 Overview
	3 Analysis of SAS
		3.1 General/Architectural Aspects
		3.2 Features of the Monitoring Step
		3.3 Features of the Analysing Step
		3.4 Features of the Planning Step
		3.5 Features of the Execution Step
	4 Discussion and Further Studies
	5 Conclusions and Further Work
	References
SASH: Safe Autonomous Self-Healing
	1 Introduction
	2 Related Work
	3 SASH Design
		3.1 Overall Architecture
		3.2 Safety and Effectiveness Estimation
		3.3 Validation
	4 Experimental Setup
		4.1 Repeatable Environment
		4.2 Metrics
	5 Results
		5.1 Safety and Effectiveness Estimation
		5.2 Validation
		5.3 End-to-End Results
	6 Conclusions and Future Work
	References
Trusted Smart Irrigation System Based on Fuzzy IoT and Blockchain
	1 Introduction
	2 Background Study
		2.1 Internet of Things
		2.2 Fuzzy Learning
		2.3 Blockchain
	3 Related Works
	4 The Proposed Approach
	5 Discussion
	6 Conclusion
	References
FMCIoT: Architectures for Future Mobile Computing and Internet of Things
	Introduction to the 3rd International Workshop on Architectures for Future Mobile Computing and Internet of Things (FMCIoT 2022)
		Workshop Overview
		Acknowledgement
Smart Edge Service Update Scheduler: An Industrial Use Case
	1 Introduction
	2 Background and Related Works
		2.1 Provisioning
		2.2 Edge Computing
		2.3 Related Works
	3 The Scheduling Algorithm
		3.1 Static Weight
		3.2 Dynamic Weight
		3.3 Cluster ID
		3.4 Smart Edge Scheduling Algorithm
	4 Measuring the Scheduling Performance
		4.1 Intra-edge Impact
		4.2 Traffic Impact
	5 Validation
	6 Conclusion
	References
Energy-Aware Placement of Network Functions in Edge-Based Infrastructures with Open Source MANO and Kubernetes
	1 Introduction
	2 Related Work
	3 Our Approach
	4 HADES Platform
		4.1 Deployment Creation Module
		4.2 Resource Monitoring
		4.3 Runtime Deployment Modification and Elimination
	5 Proof of Concept
		5.1 Infrastructure
		5.2 Case Study: Augmented Reality Services
		5.3 Experiments on Energy Saving
	6 Conclusions and Future Work
	References
People Counting in the Times of Covid-19
	1 Introduction
	2 System Requirements
	3 System Architecture and Functioning
	4 Experimental Assessment
	5 Related Work
	6 Concluding Remarks
	References
A Service-Oriented Middleware Enabling Decentralised Deployment in Mobile Multihop Networks
	1 The Idawi Middleware
		1.1 An Overlay Network of Components
		1.2 An Application Model in the Style of SOA
		1.3 A many-to-many Message-Based Communication Model
		1.4 A Collective Computation Model
	2 Deployment and Bootstrapping
		2.1 The Problem of Shared File Systems
		2.2 Duplication of the Binaries
		2.3 Bootstrapping Remote Components
	3 Conclusion
	References
WESOACS: Engineering Service-Oriented Applications and Cloud Services
	Introduction to the 18th International Workshop on Engineering Service-Oriented Applications and Cloud Services (WESOACS 2022)
Towards Engineering AI Planning Functionalities as Services
	1 Introduction
	2 Engineering Challenges
		2.1 Architecture
		2.2 Development and Deployment
		2.3 Process
	3 Service-Orientation
		3.1 Planning Functionalities
		3.2 Service Design
	4 Related Work
	5 Conclusions
	References
Data Product Metadata Management: An Industrial Perspective
	1 Introduction
	2 Background and Related Literature
	3 Research Methodology
	4 Results
		4.1 Problem Evaluation
		4.2 Treatment Design
	5 Discussion and Conclusion
	References
FUSPAQ: A Function Selection Platform to Adjust QoS in a FaaS Application
	1 Introduction
	2 Related Work
	3 Case Study
	4 Overview of FUSPAQ
		4.1 Model Generator
		4.2 Analysis System
		4.3 Requests Processor and Function Manager
	5 Experimental Results
		5.1 Performance
		5.2 Scalability
	6 Conclusions
	References
Specification-Driven Code Generation for Inter-parameter Dependencies in Web APIs
	1 Introduction
	2 Background
		2.1 Inter-parameter Dependency Language (IDL)
		2.2 IDL4OAS: An OAS Extension
		2.3 OpenAPI Generator
	3 Approach
	4 Evaluation
		4.1 Subject APIs
		4.2 Experiment 1: Code Generation
		4.3 Experiment 2: Handling IDL Violations
	5 Related Work
	6 Conclusions and Future Work
	References
BizDevOps Support for Business Process Microservices-Based Applications
	1 Introduction
	2 BizDevOps BPSOM Extension Proposal
		2.1 BizDev for BPs and Microservices Analysis and Design
		2.2 DevOps for Microservices-Based BP Construction
	3 Example of Application
	4 Related Work
	5 Conclusions
	References
Towards Real-Time Monitoring of Blockchain Networks Through a Low-Code Tool
	1 Introduction
	2 Background
		2.1 Blockchain
		2.2 Low Code
	3 Our Proposal
		3.1 On-Chain Runtime
		3.2 Off-Chain Runtime
	4 An Application Scenario
		4.1 Smart Contract
		4.2 Flow Modeling
		4.3 Results
	5 Related Work
	6 Conclusions and Future Work
	References
Ph.D. Symposium
	Introduction to the Ph.D. Symposium
Data-Aware Application Placement and Management in the Cloud-IoT Continuum
	1 Introduction
	2 Considered Problem
	3 Related Work
	4 Research Objectives
	5 First Results and Next Steps
	References
Towards a Context-Aware Framework for Internet of Things and Smart Everything
	1 Motivation and Problem Statement
	2 Research Challenges
	3 Proposed Solution
	4 Research Plan
	5 Related Work
	6 Conclusion
	References
Simulating IoT Systems from High-Level Abstraction Models for Quality of Service Assessment
	1 Introduction
	2 SimulateIoT Overview
	3 Case Study. Internet of Vehicles
		3.1 Case Study. Model Definition
		3.2 Case Study. Code Generation and Deployment
	4 Future Work
	5 Conclusions
	References
Internet of Things Semantic-Based Monitoring of Infrastructures Using a Microservices Architecture
	1 Problem Statement and Challenges
	2 Research Methodology
	3 Internet of Things Semantic-Based Monitoring of Infrastructures Using a Microservices Architecture
		3.1 Current State of the Ontology
		3.2 Current State of the Framework
		3.3 Research Impact
		3.4 Research Plan
	4 Progress Beyond the State of the Art
	References
On Balancing Flexibility and Compliance of Business Processes: Functional Constraints Modeling and Verification
	1 Introduction
	2 Running Example
	3 Modeling Functional Constraints on Process Models
	4 Verifying Functional Constraints on Process Models
	5 Case Study
	6 Conclusion and Future Work
	References
Change Recommendation in Business Processes
	1 Introduction
	2 Related Work
	3 Approach Overview and Research Road Map
	4 Change Recommendation - Preliminary Results
	5 Conclusion
	References
Demonstrations Track
	Introduction to the Demonstrations Track
Board Miner: A Tool to Analyze the Use of Board-Based Collaborative Work Management Tools
	1 Introduction
	2 Description of the Tool
	3 Innovation of the Tool
	References
A Tool for Business Processes Diagnostics
	1 Introduction
	2 Coarse-Grained Diagnostics Architecture and Features
	3 Application Domain and Scenarios in Practice
	References
Node4Chain: Extending Node-RED Low-Code Tool for Monitoring Blockchain Networks
	1 Introduction
	2 Our Proposal: Node4Chain
		2.1 On-Chain Layer
		2.2 Off-Chain Layer
	3 Conclusions
	References
Service-Oriented Integration of SuperTuxKart
	1 Introduction
	2 Domain Model for SuperTuxKart
	3 REST API for SuperTuxKart
	4 Concluding Remarks
	References
Using Open API for the Development of Hybrid Classical-Quantum Services
	1 Introduction and Motivation
	2 Open API Specification for Quantum Services
	3 Conclusion
	References
Quokka: A Service Ecosystem for Workflow-Based Execution of Variational Quantum Algorithms
	1 Motivation: Quantum Applications as Workflows
	2 The Quokka Ecosystem
	References
SENSEI: Scraper for ENhanced AnalySis to Evaluate Illicit Trends
	1 Introduction
	2 SENSEI Solution Architecture
	3 Trend Analysis Services
	4 Conclusions and Future Work
	A Services
		A.1 Load Services
		A.2 Get Services
	B Trend Analysis Platform
		B.1 Home Page
		B.2 Trend Analysis Page
		B.3 Vendor\'s Tree-Map Page
		B.4 Vendor\'s Search Page
		B.5 Vendor-Market Graph Analysis
	References
PRES3: Private Record Linkage Using Services, Spark and Soundex
	1 Introduction
	2 PRES3
		2.1 Architectural Components
		2.2 Operation
	3 Conclusions and Future Work
	References
Towards Peer-to-Peer Sharing of Wireless Energy Services
	1 Introduction
	2 System Overview
	3 Demo Scenario
	4 Demo Setup
	5 Preliminary Experiments
	References
IoT System for Occupational Risks Prevention at a WWTP
	1 Introduction
	2 DSIndoorLocation Architecture
	3 Use Case: Coria WWTP
	4 Conclusions
	References
AlsoDTN: An Air Logistics Service-Oriented Digital Twin Network Based on Collaborative Decision Model
	1 Introduction
	2 System Model
		2.1 Physical Entity
		2.2 Digital Twin Network
		2.3 Model Decision Network
	3 Algorithm
		3.1 The Solution of Order Allocation
		3.2 The Solution of Route Planning
	4 Result
		4.1 Network Fairness Performance
		4.2 Network Efficiency Performance
	5 Conclusion
	References
Tutorials
Distributed Computing Continuum Systems – Opportunities and Research Challenges
	1 Vision
	2 Research Lines
	3 Conclusion
	References
Location-Aware Cloud Service Brokering in Multi-cloud Environment
	References
Testing of RESTful Web APIs
	References
Author Index