Overview

This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers.

Full Product Details

Author:   Eleanna Kafeza ,  Boualem Benatallah ,  Fabio Martinelli ,  Hakim Hacid
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2020
Volume:   12571
Weight:   0.949kg
ISBN:  

9783030653095

ISBN 10:   3030653099
Pages:   599
Publication Date:   09 December 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Microservices.- Optimal Evolution Planning and Execution for ‎Multi-Version Coexisting Microservice Systems.- Topology-aware Continuous Experimentation ‎in Microservice-based Applications.- Charting Microservices to Support Services’ Developers: the Anaximander Approach.- Fast Replica of Polyglot Persistence in Microservice Architectures for Fog Computing.- On Discovering Data Preparation Modules Using Examples.- Internet of Things.- Accelerate Personalized IoT Service Provision by ‎Cloud-Aided Edge Reinforcement Learning: A ‎Case Study on Smart Lighting.- A game-based secure trading of big data ‎and IoT services: Blockchain as a two-sided ‎market.- A Dynamic Cost Model to Minimize Energy Consumption and Processing Time for IoT Tasks in Mobile Edge Computing Environment.- Automated SLA Negotiation in the IoT Environment – A Metaheuristic Approach.- PATRIoT: A data sharing platform for IoT using a service-oriented approach based on blockchain.- Services at the Edge.- Energy Minimization for Cloud Services with ‎Stochastic Requests.- Scalable Joint Optimization of Placement and ‎Parallelism of Data Stream Processing Applications ‎on Cloud-Edge Infrastructure.- Impact of Service- and Cloud-Based Dynamic Routing Architectures on System Reliability.- Pricing in the Competing Auction-based Cloud Market: A Multi-Agent Deep Deterministic Policy Gradient Approach.- Dynamic Edge User Allocation with User specified QoS preferences.- Fault-tolerating Edge Computing with ‎Server Redundancy based on a Variant of ‎Group Degree Centrality.- TD-EUA: Task-decomposable Edge User ‎Allocation with QoE Optimization.- A Decentralized Reactive Approach to Online Task ‎Offloading in Mobile Edge Computing Environments.- Mobility-Aware Service Placement for Vehicular ‎Users in Edge-Cloud Environment.- Machine Learning for Service Oriented Computing.- Feature-Model-Guided Online Reinforcement ‎Learning for Self-Adaptive Services Metzger.- FAST: A Fairness Assured Service ‎Recommendation Strategy Considering Service ‎Capacity Constraint.- Real-time Automatic Configuration Tuning for Smart ‎Manufacturing with Federated Deep Learning.- A Trust and Energy-Aware Double Deep ‎Reinforcement Learning Scheduling Strategy for ‎Federated Learning on IoT Devices.- Smart Data and Smart Services.- A Spectrum of Entropy-Based Precision and ‎Recall Measurements Between Partially ‎Matching Designed and Observed Processes.- A Knowledge Graph based Approach for Mobile ‎Application Recommendation.- ICS-Assist: Intelligent Customer Inquiry ‎Resolution Recommendation in Online Customer ‎Service for Large E-Commerce Businesses.- Detecting User Significant Intention via ‎Sentiment-Preference Correlation Analysis for ‎Continues App Improvement.- Fine-Grained Task Distribution for Mobile ‎Sensor Networks with Agent Cooperation ‎Relationship.- Allocation Priority Policies for Serverless ‎Function-execution Scheduling Optimisation.- Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service.- Exploring Interpretability for Predictive Process Analytics.- Designing Optimal Robotic Process Automation Architectures.- Service Oriented Technology Trends.- RESTest: Black-Box Constraint-Based Testing of ‎RESTful Web APIs.- A Type-Sensitive Service Identification ‎Approach for Legacy-to-SOA Migration.- Automated Quality Assessment of Incident Tickets for Smart Service Continuity.- API-Prefer: An API Package Recommender System based on Composition Feature Learning.- Tail-Latency-Aware Fog Application Replica ‎Placement.- Two-Sided Matching Scheduling using Multi-Level Look-Ahead Queue of Supply and Demand.- A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits.- Industry papers.- Latest Image Recommendation Method for Automatic Base Image Update in Dockerfile.- Online Topic Modeling for Short Texts.- Metrics for Assessing Architecture Conformance to Microservice Architecture Patterns and Practices.  

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