> Accepted Papers

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> Technical Paper Sessions

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> Full papers

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> Theme: Processes

ID	Title
Full Paper Session (1), Processes Part 1
195	Assessing the Impact of Context Data on Process Outcomes During Runtime
249	DeepProcess: Supporting business process execution using a MANN-based recommender system
134	Interval-based Remaining Time Prediction for Business Processes
Full Paper Session (2), Processes Part 2
179	Evaluating Stability of Post-hoc Explanations for Business Process Predictions
212	Interactive Segmentation of User Interface Logs
88	Trustworthy cross-organizational collaborations with hybrid on/off-chain declarative choreographies

> Theme: Blockchains and smart contracts

ID	Title
Full Paper Session (3), Blockchains and smart contracts
152	Blockchain-based Result Verification for Computation Offloading
256	Model Checking of Solidity Smart Contracts Adopted For Business Processes
98	Trustworthy Pre-Processing of Sensor Data in Data On-chaining Workflows for Blockchain-based IoT Applications

> Theme: Architectures, microservices and APIs

ID	Title
Full Paper Session (4), Architecture, microservices and API Part 1
236	Formalising Solutions to REST API Practices as Design (Anti)patterns
79	Are Developers Equally Concerned about Making their APIs RESTful and the Linguistic Quality? A Study on Google APIs
143	Evaluating and Improving Microservice Architecture Conformance to Architectural Design Decisions
Full Paper Session (5), Architecture, microservices and API Part 2
145	ThunQ: A Distributed and Deep Authorization Middleware for Early and Lazy Policy Enforcement in Microservice Applications
194	Boreas – A Service Scheduler for Optimal Kubernetes Deployment
131	Resource Management for TensorFlow Inference

> Theme: Applications and Miscellanea

ID	Title
Full Paper Session (6), Applications and Miscellanea Part 1
247	ICS-Trainer: Intelligent Customer Service Training in E-Commerce Industry
102	Representation Learning based Query Decomposition for Batch Shortest Path Processing in Road Networks
151	An Adaptive Charging Scheduling for Electric Vehicles using Multiagent Reinforcement Learning
Full Paper Session (7), Applications and Miscellanea Part 2
171	Locating False Data Injection Attacks on Smart Grids Using D-FACTS Devices
176	Privacy-preserving Worker Recruitment under Variety Requirement in Spatial Crowdsourcing
127	T2L2: A Tiny Three Linear Layers Model for Service Mashup Creation

> Theme: Internet-of-Things, crowdsourced, social, and conversational services

ID	Title
Full Paper Session (8), IoT, crowdsourcing and social services Part 1
199	Energy-aware Placement of Device-to-Device Mediation Services in IoT Systems
257	Fairness-aware Crowdsourcing of IoT Energy Services
252	Dynamic Conflict Resolution of IoT Services in Smart Homes
166	Migration-Based Service Allocation Optimization in Dynamic IoT Networks
Full Paper Session (9), IoT, crowdsourcing and social services Part 2
267	Automated Paraphrase Generation with Over-generation and Pruning Services
118	Privacy-Aware Social-Sensor Cloud Service Provider Identity Cloning Detection
124	Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services

> Theme: Service composition and recommendation

ID	Title
Full Paper Session (10), Service composition and recommendation
94	On the scalability of compositions of service-oriented applications
136	ServiceBERT: A Pre-Trained Model for Web Service Tagging and Recommendation
229	Top-k Dynamic Service Composition in Skyway Networks

> Theme: Cloud/edge computing

ID	Title
Full Paper Session (11), Cloud/Edge computing Part 1
137	Graph-based Data Deduplication in Mobile Edge Computing Environment
218	IaaS Signature Change Detection with Performance Noise
134	WattEdge: A Holistic Approach for Empirical Energy Measurements in Edge Computing
Full Paper Session (12), Cloud/Edge computing Part 2
128	Improving Load Balancing for Modern Data Centers through Resource Equivalence Classes
202	Computation Offloading and Resource Management for Energy and Cost Trade-offs with Deep Reinforcement Learning in Mobile Edge Computing
184	Deep Reinforcement Learning based Task Offloading Strategy under Dynamic Pricing in Edge Computing

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> Short papers

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> Theme: Applications and Miscellanea

ID	Title
Short Paper Session (1), Applications and Miscellanea Part 1
193	A Reinforcement Learning Approach for Re-allocating Drone Swarm Services
198	TAGen: Generating Trigger-Action Rules for Smart Homes by Mining Event Traces
99	Joint Optimization of UAV Trajectory and Task Scheduling in SAGIN: Delay Driven
196	Weaving Open Services with Runtime Models for Continuous Smart Cities KPIs Assessment
Short Paper Session (2), Applications and Miscellanea Part 2
211	A Structure Alignment Deep Graph Model for Mashup Recommendation
191	CSSR: A Context-Aware Sequential Software Service Recommendation Model
147	LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision
187	LogDP: Combining Dependency and Proximity for Log-based Anomaly Detection
Short Paper Session (3), Applications and Miscellanea Part 3
234	MMA-Net: A MultiModal-Attention-based Deep Neural Network for Web Services Classification
263	A General Framework for Supervisory Control of Opacity
104	Incentive Mechanism for Spatial Crowdsourcing Cooperation: a Fair Revenue Allocation Method
95	Sprelog: Log-Based Anomaly Detection with Self-matching Networks and Pre-trained Models

> Theme: Cloud/Edge/Fog computing and Internet-of-Things

ID	Title
Short Paper Session (4), Cloud/Edge/Fog and IoT Part 1
204	Service Allocation / Placement in Multi-Access Edge Computing with Workload Fluctuations
100	Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning
246	Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters
219	Prediction-Awareness Edge User Allocating in Edge based Intelligent Video Systems Driven by Priority
Short Paper Session (5), Cloud/Edge/Fog and IoT Part 2
165	Service Deployment with Predictive Ability for Data Stream Processing in a Cloud-Edge Environment
225	A Reinforcement Learning-based Service Model for the Internet of Things
224	Evaluating the security of machine learning based IoT device identification systems against adversarial examples
262	2021 Predicting Mobile App Usage from User Behaviour Patterns and Spatio-temporal and Context-aware Features

> Theme: Microservices and APIs

ID	Title
Short Paper Session (6), Microservices and API Part 1
150	Vertical and Horizontal Resource Autoscaling for Kubernetes
77	Pangaea: Semi-Automated Monolith Decomposition into Microservices
157	Vertical Scaling of Resource for OpenMP Application
243	Comparing the Public, Partner, and Private APIs on their Linguistic Design Quality
Short Paper Session (7), Microservices and API Part 2
162	A Decision Model for Selecting Patterns and Strategies in Microservices Systems
116	API-PROGRAM: An API Package Recommendation Model Based on the Graph Representation Learning Method
H-STREAM: Composing Microservices for Enacting Stream and Histories Analytics Pipelines (short) KG2Code: Correct Code Examples Mining Service Based on Knowledge Graph for Fixing API Misuses (short)

> Theme: Industry papers

Industry Paper Session

An Embedded Representation Learning of Relational Clinical Codes (full)

An Attention-Based Forecasting Network for Intelligent Services in Manufacturing (full)