Service-Oriented Computing - ICSOC 2024 Workshops

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 36, 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).

Klappentext

.- 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.

Inhalt

.- 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.