Service-Oriented Computing ICSOC 2020 Workshops: AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 1417, 2020, Proceedings 1st ed. 2021 [Pehme köide]

PhD Symposium.- Staking Assets Management on Blockchains: Vision and
Roadmap.- Hybrid Context aware method for quality assessment of data
streams.- Container-Based Network Architecture for Mobility, Energy and
Security Management as a Service in IoT Environments.- Towards a Rule-based
Recommendation Approach for Business Process Modeling.- Towards a Privacy
Conserved and Linked OpenData Based Device Recommendation in IoT.- Learning
Performance Models Automatically.- Formal Foundations for Intel SGX Data
Center Attestation Primitives.- Blockchain-Based Business Processes: A
Solidity-to-CPN Formal Verification Approach.- Formal Quality of Service
analysis in the Service Selection problem.- Software Demonstrations.- A
Crowdsourcing-Based Knowledge Graph Construction Platform.- Data Interaction
for IoT-Aware Wearable Process Management.- SiDD: The Situation-Aware
Distributed Deployment System.- AuraEN: Autonomous Resource Allocation for
Cloud-hosted Data Processing Pipelines.- AIOps 2020.-  Performance Diagnosis
in Cloud Microservices using Deep Learning.- Anomaly Detection at Scale: The
Case for Deep Distributional Time Series Models.- A Systematic Mapping Study
in AIOps.- An Influence-based Approach for Root Cause Alarm Discovery in
Telecom Networks.- Localization of operational faults in cloud applications
by mining causal dependencies in logs using Golden Signals.- Pre-training
Language Models for IT Operations.- Towards Runtime Verification via Event
Stream Processing in Cloud Computing Infrastructures.- Decentralized
Federated Learning Preserves Model and Data Privacy.- Online Memory Leak
Detection in the Cloud-based Infrastructures.- Multi-Source Anomaly Detection
in Distributed IT Systems.- TELESTO: A Graph Neural Network Model for Anomaly
Classification in Cloud Services.- Discovering Alarm Correlation Rules for
Network Fault Management.- Resource Sharing in Public Cloud System with
Evolutionary Multi-agent Artificial Swarm Intelligence.- SLMAD: Statistical
Learning-Based Metric Anomaly Detection.- Software Reliability Engineering
for Resilient Cloud Operations.- AI-PA 2020.- The Future of Robotic Process
Automation (RPA).- Adaptive Summaries: A Personalized Concept-based
Summarization Approach by Learning from Users' Feedback.- TAP: A Two-Level
Trust and Personality-aware Recommender System.- Am I Rare? An Intelligent
Summarization Approach for Identifying Hidden Anomalies.- On how Cognitive
Computing will plan your next Systematic Review.- Security Professionals'
Skills Representation for Bug Bounty Programs.- Stage-Based Process
Performance Mining.- AudioLens: Audio-Aware Video Recommendation for
Mitigating New Item Problem.- Scalable Online Conformance Checking Using
Incremental Prefix-Alignment Computation.- Bringing Cognitive Augmentation to
Web Browsing Accessibility.- Towards Knowledge-Driven Automatic Service
Composition for Wildfire Prediction.- Eyewitness Prediction During Crisis via
Linguistic Features.- STRAPS 2020.- On the definition of Data Regulation
Risk.- Classifying Micro-Text Document Datasets: Application to
Crisis-Related Tweets.- Data Centred and Usage-based Security service.- XYZ
Monitor: IoT Monitoring of Infrastructures using Microservices.- Multi-cloud
Solution Design for Migrating a Portfolio of Applications to the Cloud.-
Higher Order Statistical Analysis in Multiresolution Domain - Application to
Breast Cancer Histopathology.- Ontology Evolution using Recoverable SQL
Logs.- AI-IOTS 2020.- A Novel Automated System for Hospital Acquired
Infection Monitoring and Prevention.- A novel approach for detecting IoT
Botnet using balanced network traffic attributes.- KMeans Kernel- Learning
based AI-IoT framework for plant leaf disease detection.- System for
Monitoring and Control of Vehicles Carbon Emissions Using Embedded Hardwares
and Cloud Applications.- CFTIC 2020.- An Information Retrieval-based Approach
to Activity Recognition in Smart Homes.- Botnet sizes: when maths meet
myths.- Cyber Security Education and Future Provision.- Efficient Threat
Hunting Methodology for Analyzing Malicious Binaries in Windows Platform.-
Peer-to-peer application threat investigation.