Service-Oriented Computing - ICSOC 2020 Workshops : AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings /
Published 2021
Table of Contents:
“...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 Open
Data 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? ...
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