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18th ICSOC 2020: Dubai, United Arab Emirates
- Eleanna Kafeza
, Boualem Benatallah, Fabio Martinelli, Hakim Hacid
Service-Oriented Computing - 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings. Lecture Notes in Computer Science 12571, Springer 2020, ISBN 978-3-030-65309-5
Microservices
- Xiang He
Optimal Evolution Planning and Execution for Multi-version Coexisting Microservice Systems. 3-18 - Gerald Schermann, Fábio Oliveira, Erik Wittern, Philipp Leitner:
Topology-Aware Continuous Experimentation in Microservice-Based Applications. 19-35 - Sébastien Mosser
Charting Microservices to Support Services' Developers: The Anaximander Approach. 36-44 - Michele Cantarutti, Pierluigi Plebani
Fast Replica of Polyglot Persistence in Microservice Architectures for Fog Computing. 45-55 - Khalid Belhajjame:
On Discovering Data Preparation Modules Using Examples. 56-65
Internet of Things
- Jun Na, Handuo Zhang
Accelerate Personalized IoT Service Provision by Cloud-Aided Edge Reinforcement Learning: A Case Study on Smart Lighting. 69-84 - Ahmed Saleh Bataineh, Jamal Bentahar
A Game-Based Secure Trading of Big Data and IoT Services: Blockchain as a Two-Sided Market. 85-100 - João Luiz Grave Gross, Kassiano José Matteussi, Julio C. S. dos Anjos
A Dynamic Cost Model to Minimize Energy Consumption and Processing Time for IoT Tasks in a Mobile Edge Computing Environment. 101-109 - Fan Li
Automated SLA Negotiation in a Dynamic IoT Environment - A Metaheuristic Approach. 110-120 - Faiza Loukil
PATRIoT: A Data Sharing Platform for IoT Using a Service-Oriented Approach Based on Blockchain. 121-129
Services at the Edge
- Shuang Wang, Quan Z. Sheng
Energy Minimization for Cloud Services with Stochastic Requests. 133-148 - Felipe Rodrigo de Souza, Alexandre Da Silva Veith
Scalable Joint Optimization of Placement and Parallelism of Data Stream Processing Applications on Cloud-Edge Infrastructure. 149-164 - Amirali Amiri, Uwe Zdun, Georg Simhandl, André van Hoorn:
Impact of Service- and Cloud-Based Dynamic Routing Architectures on System Reliability. 165-174 - Bing Shi, Lianzhen Huang, Rongjian Shi:
Pricing in the Competing Auction-Based Cloud Market: A Multi-agent Deep Deterministic Policy Gradient Approach. 175-186 - Subrat Prasad Panda, Kaustabha Ray, Ansuman Banerjee:
Dynamic Edge User Allocation with User Specified QoS Preferences. 187-197 - Wei Du, Xiran Zhang, Qiang He, Wei Liu, Guangming Cui, Feifei Chen, Yuan Ji, Chenran Cai, Yanchao Yang:
Fault-Tolerating Edge Computing with Server Redundancy Based on a Variant of Group Degree Centrality. 198-214 - Guobing Zou, Ya Liu, Zhen Qin, Jin Chen, Zhiwei Xu, Yanglan Gan, Bofeng Zhang, Qiang He:
TD-EUA: Task-Decomposable Edge User Allocation with QoE Optimization. 215-231 - Qinglan Peng, Yunni Xia, Yan Wang
A Decentralized Reactive Approach to Online Task Offloading in Mobile Edge Computing Environments. 232-247 - Rahul Mudam, Saurabh Bhartia, Soumi Chattopadhyay
Mobility-Aware Service Placement for Vehicular Users in Edge-Cloud Environment. 248-265
Machine Learning for Service Oriented Computing
- Andreas Metzger
Feature Model-Guided Online Reinforcement Learning for Self-Adaptive Services. 269-286 - Yao Wu, Jian Cao, Guandong Xu:
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint. 287-303 - Yilei Zhang, Xinyuan Li, Peiyun Zhang:
Real-Time Automatic Configuration Tuning for Smart Manufacturing with Federated Deep Learning. 304-318 - Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar
A Trust and Energy-Aware Double Deep Reinforcement Learning Scheduling Strategy for Federated Learning on IoT Devices. 319-333
Smart Data and Smart Services
- Anna A. Kalenkova
A Spectrum of Entropy-Based Precision and Recall Measurements Between Partially Matching Designed and Observed Processes. 337-354 - Mingwei Zhang, Jiawei Zhao, Hai Dong
A Knowledge Graph Based Approach for Mobile Application Recommendation. 355-369 - Min Fu, Jiwei Guan, James Xi Zheng
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses. 370-385 - Jianmao Xiao, Shizhan Chen, Qiang He, Hongyue Wu, Zhiyong Feng, Xiao Xue:
Detecting User Significant Intention via Sentiment-Preference Correlation Analysis for Continuous App Improvement. 386-400 - Yang Zhang, Ye Tao, Shukui Zhang, Li Zhang, Hao Long:
Fine-Grained Task Distribution for Mobile Sensor Networks with Agent Cooperation Relationship. 401-415 - Giuseppe De Palma
Allocation Priority Policies for Serverless Function-Execution Scheduling Optimisation. 416-430 - Chenzhengyi Liu, Weibo Mao, Yuanning Gao, Xiaofeng Gao, Shifu Li, Guihai Chen
Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service. 431-438 - Renuka Sindhgatta
Exploring Interpretability for Predictive Process Analytics. 439-447 - Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose:
Designing Optimal Robotic Process Automation Architectures. 448-456
Service Oriented Technology Trends
- Alberto Martin-Lopez
RESTest: Black-Box Constraint-Based Testing of RESTful Web APIs. 459-475 - Manel Abdellatif
A Type-Sensitive Service Identification Approach for Legacy-to-SOA Migration. 476-491 - Luciano Baresi
Automated Quality Assessment of Incident Tickets for Smart Service Continuity. 492-499 - Yancen Liu, Jian Cao:
API-Prefer: An API Package Recommender System Based on Composition Feature Learning. 500-507 - Ali J. Fahs
Tail-Latency-Aware Fog Application Replica Placement. 508-524 - Mincheng Chen, Jingling Yuan, Nana Wang, Yi Luo, Pei Luo:
Two-Sided Matching Scheduling Using Multi-Level Look-Ahead Queue of Supply and Demand. 525-532 - Gerrit Schumann, Felix Kruse, Jakob Nonnenmacher
A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits. 533-543
Industry Papers
- Shinya Kitajima, Atsuji Sekiguchi:
Latest Image Recommendation Method for Automatic Base Image Update in Dockerfile. 547-562 - Suman Roy
Online Topic Modeling for Short Texts. 563-579 - Evangelos Ntentos, Uwe Zdun, Konstantinos Plakidas, Sebastian Meixner, Sebastian Geiger:
Metrics for Assessing Architecture Conformance to Microservice Architecture Patterns and Practices. 580-596
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