{"product_id":"9783030763510","title":"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 (Lecture Notes in Computer Science 12632) (1st ed. 2021. 2021. xiii, 652 S. 58","description":"\u003cp\u003eThis book constitutes revised and selected papers from the scientific satellite events held in conjunction with the18th International Conference on Service-Oriented Computing, ICSOC 2020. The conference was held virtually during December 14-17, 2020.\u003c\/p\u003e\u003cp\u003eA total of 125 submissions were received for the satellite events. The volume includes \u003c\/p\u003e\u003cp\u003e9 papers from the PhD Symposium Track,\n4 papers from the Demonstration Track, and \n45 papers from the following workshops:\n\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eInternational Workshop on Artificial Intelligence for IT Operations (AIOps)\u003c\/li\u003e\n\u003cli\u003eInternational Workshop on Cyber Forensics and Threat Investigations Challenges in Emerging Infrastructures (CFTIC 2020)\u003c\/li\u003e\n\u003cli\u003e2nd Workshop on Smart Data Integration and Processing (STRAPS 2020)\u003c\/li\u003e\n\u003cli\u003eInternational Workshop on AI-enabled Process Automation (AI-PA 2020)\u003c\/li\u003e\n\u003cli\u003eInternational Workshop on Artificial Intelligence in the IoT Security Services (AI-IOTS 2020)\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003ePhD Symposium.- \u003c\/b\u003eStaking 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.- \u003cb\u003eSoftware Demonstrations.- \u003c\/b\u003eA 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.- \u003cb\u003eAIOps 2020.- \u003c\/b\u003e 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.- \u003cb\u003eAI-PA 2020.- \u003c\/b\u003eThe 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.- \u003cb\u003eSTRAPS 2020.- \u003c\/b\u003eOn 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.- \u003cb\u003eAI-IOTS 2020.- \u003c\/b\u003eA 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 Vehicle's Carbon Emissions Using Embedded Hardwares and Cloud Applications.- \u003cb\u003eCFTIC 2020.- \u003c\/b\u003eAn Information Retrieval-based Approach to Activity Recognition in Smart H","brand":"SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING;","offers":[{"title":"Default Title","offer_id":52406959669559,"sku":"00000_00000_00000_00000","price":297.93,"currency_code":"MYR","in_stock":true}],"url":"https:\/\/kinokuniya.com.my\/ja\/products\/9783030763510","provider":"Books Kinokuniya Malaysia","version":"1.0","type":"link"}