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Full Description
This two-volume set volume constitutes the papers of ten workshops which were held in conjunction with the 22nd International Conference on Service-Oriented Computing, ICSOC 2024. The conference took place in Tunis, Tunisia, during December 3-6, 2024.
The 58 full papers and 3 short papers presented in this book were carefully reviewed and selected from 109 submissions.
ICSOC 2024 presents the following ten workshops:
- 9th International Workshop on Adaptive Service-oriented and Cloud Applications (ASOCA)
- 5th International Workshop on AI-enabled Process Automation (AI-PA)
- 20th International Workshop on Engineering Service-Oriented Applications and Cloud Services (WESOACS)
- 1st International Workshop on Generative AI as a Software Service (GAISS)
- 1st International Workshop on Lightweight AI-based Services (LAIS)
- 1st International Workshop on Optimising AI Models Using Local Data on Resource-Constrained Edge Devices - Training \& Inference (AI on Edge)
- 1st International Workshop on RealTime Service oriented and EMbedded Systems (RTSEMS)
- 2nd International Workshop on Services and Quantum Software (SQS)
- 1st International Workshop on Service-Oriented Computing, AI, and IoT for Smart Applications (SOCAISA)
- 1st International Workshop on Service-Oriented Computing for AI Applications (SOC4AI).
Contents
.- Workshop on Services and Quantum Software.
.- Hybrid (Quantum-Classical) Service Applications Deployment Configuration System.
.- Generating property-based tests for quantum algorithms.
.- Q-TEE: A Service-Oriented Tool for Assessing the Trainability and Expressivity of Variational Quantum Circuits.
.- Workshop on Service-Oriented Computing, AI, and IoT for Smart Applications.
.- A utility-based approach for adaptation decisions in Smart systems.
.- On the Application of Convolutional Neural Networks for the Precision Segmentation of Agronomic Entities: A Comprehensive Study of Crop and Weed Taxonomic Segregation.
.- Towards automatic smart contract generation: Application in Agriculture.
.- Guided Response Generation for Conversational Recommender Systems.
.- Deep Learning Techniques for Automatic Seizure Detection in Epilepsy.
.- NLP Combined with Bi-LSTM Classifier based Intent Detection Algorithm for Smart House Control using WhatsApp Message.
.- Workshop on Service-Oriented Computing for AI Applications.
.- UEwMT: Leveraging User Experience and Deep Learning-driven Methodology for Evaluating Machine Translation Services.
.- SaaS Subscription Resource Usage: A Machine Learning Approach.
.- From Static to Intelligent: Evolving SaaS Pricing with LLMs.
.- Applying LLMOps to Support the Automatic Analysis of Customer Agreements.
.- Ph.D. Symposium.
.- A Service-Oriented Framework for Resource-Aware System-of-Systems Modeling in IoT Environments.
.- An Overview of a Hybrid Recommendation System for ADAS Using the MAPE-K Approach.
.- A framework for the automatic conversion of text into sign language.
.- Smart Contract Automation: Solutions for Agriculture.
.- Impact of textual (dis)similarities of Bug Report Sections on Duplicate Bug Report Detection Performance.
.- Self-adaptation in Microservice Systems: A Dynamic Software Product Line Approach.
.- Comprehensive Overview: Ethereum Smart Contract Security Testing for Reentrancy Issues.
.- Log Analysis with Interpretability and Usability.
.- Towards a Classification of Edge Service Orchestration Strategies Integrating Renewable Energy.
.- Accountability of Robust and Reliable AI-Enabled Systems: A Preliminary Study and Roadmap.
.- Causality-Based Service Adaptations for Elastic Computing Continuum Systems.
.- DYNAMIC blockchain-based ACCESS CONTROL FOR INTERNET OF THINGS.
.- Demos and Resources.
.- TraSSI: A Confidential Traceability System for Self-Sovereign Identity-based Processes.
.- Scalable and Cost-Efficient ML Inference: Parallel Batch Processing with Serverless Functions.
.- A LLMs-based Procuratorial Service for Detecting Drug Trafficking on Digital Forensics Data.
.- OAS-Telemetry - A Telemetry Framework for Microservices in the Cloud Continuum.
.- A Running Prototype for Dynamic QoS Management in Cloud Continuum.
.- EduCheck: Ensuring Diploma Authenticity using Blockchain technology.
.- Tutorials.
.- Third-Party Software Libraries: From Integration to Transition.
.- Extract Method Refactoring: Challenges, Opportunities and Applications.
.- AI-Based Effective Publish-Subscribe for Industrial Internet of Things.
