> Accepted Papers

> Technical Paper Sessions


> Full papers


> 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

> Short papers


> 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)