Service-Oriented Computing (eBook, PDF)

18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings
Redaktion: Kafeza, Eleanna; Motahari, Hamid; Bouguettaya, Athman; Hacid, Hakim; Martinelli, Fabio; Benatallah, Boualem

• Format: PDF

Produktbeschreibung

This book constitutes the proceedings of the 18^th 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.

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 599
• Erscheinungstermin: 8. Dezember 2020
• Englisch
• ISBN-13: 9783030653101
• Artikelnr.: 62289896

Inhaltsangabe

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.