| TÃtulo : |
Service-Oriented Computing : 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / |
| Tipo de documento: |
documento electrónico |
| Autores: |
Kafeza, Eleanna, ; Benatallah, Boualem, ; Martinelli, Fabio, ; Hacid, Hakim, ; Bouguettaya, Athman, ; Motahari, Hamid, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XXV, 599 p. 199 ilustraciones, 150 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-65310-1 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Software de la aplicacion IngenierÃa de software Red de computadoras Gestión de base de datos Sistemas operativos (computadoras) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Sistemas operativos |
| Clasificación: |
005.3 Ciencia de los computadores (Programas) |
| Resumen: |
Este libro constituye las actas de la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que estaba prevista para realizarse en Dubai, Emiratos Ãrabes Unidos, del 14 al 17 de diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en lÃnea. . Los 23 artÃculos completos, 16 breves y 3 artÃculos industriales incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 137 presentaciones. Estaban organizados en secciones temáticas denominadas: microservicios; Internet de las Cosas; servicios en el borde; aprendizaje automático para informática orientada a servicios; datos y servicios inteligentes; tendencias tecnológicas orientadas a servicios; papeles de la industria. |
| Nota de contenido: |
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. . |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Service-Oriented Computing : 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / [documento electrónico] / Kafeza, Eleanna, ; Benatallah, Boualem, ; Martinelli, Fabio, ; Hacid, Hakim, ; Bouguettaya, Athman, ; Motahari, Hamid, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXV, 599 p. 199 ilustraciones, 150 ilustraciones en color. ISBN : 978-3-030-65310-1 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
| Palabras clave: |
Software de la aplicacion IngenierÃa de software Red de computadoras Gestión de base de datos Sistemas operativos (computadoras) Aplicaciones informáticas y de sistemas de información Redes de comunicación informática Sistemas operativos |
| Clasificación: |
005.3 Ciencia de los computadores (Programas) |
| Resumen: |
Este libro constituye las actas de la 18.ª Conferencia Internacional sobre Computación Orientada a Servicios, ICSOC 2020, que estaba prevista para realizarse en Dubai, Emiratos Ãrabes Unidos, del 14 al 17 de diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo en lÃnea. . Los 23 artÃculos completos, 16 breves y 3 artÃculos industriales incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 137 presentaciones. Estaban organizados en secciones temáticas denominadas: microservicios; Internet de las Cosas; servicios en el borde; aprendizaje automático para informática orientada a servicios; datos y servicios inteligentes; tendencias tecnológicas orientadas a servicios; papeles de la industria. |
| Nota de contenido: |
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. . |
| Tipo de medio : |
Computadora |
| Summary : |
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. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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