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ORCID22nd ICSOC 2024: Tunis, Tunisia - Workshops, Part I
- Slim Kallel
, Claudia Raibulet, Ismael Bouassida Rodriguez, Noura Faci, Amel Bennaceur, Saoussen Cheikhrouhou, Leila Ben Ayed, Mohamed Sellami, Elisa Yumi Nakagawa, Riadh Ben Halima:
Service-Oriented Computing - ICSOC 2024 Workshops - ASOCA, AI-PA, WESOACS, GAISS, LAIS, AI on Edge, RTSEMS, SQS, SOCAISA, SOC4AI and Satellite Events, Tunis, Tunisia, December 3-6, 2024, Revised Selected Papers, Part I. Lecture Notes in Computer Science 15833, Springer 2026, ISBN 978-981-96-7237-0
Workshop on Adaptive Service-Oriented and Cloud Applications
- Racem Bougacha:
Towards the Interoperability of Port Digital Twin Systems Through Ontologies Alignment. 3-14 - Mariam Chaabane, Ismael Bouassida Rodriguez:
Architecture Mining Approach for Systems-of-Systems: Monitoring and Discovery. 15-27 - Ezdehar Jawabreh, Adel Taweel:
Self-adaptation in Microservice Systems: A Literature Review. 28-40 - Claudia Raibulet:
Expressing Variability in Requirements Specification for Adaptive Dynamic Systems. 41-52
Workshop on AI-Enabled Process Automation
- Wissam Gherissi, Mehdi Acheli, Joyce El Haddad, Daniela Grigori:
Predictive Process Monitoring Using Object-Centric Graph Embeddings. 55-67 - Srinivasan Kidambi, Gautam Vashishtha, R. P. Jagadeesh Chandra Bose:
InferNet: Next Likely Action Prediction in Business Processes. 68-81 - Chiao-Yun Li, Anton Antonov, Wil M. P. van der Aalst:
Activity Instance Identification Using Bipartite Graph Matching. 82-95 - Alfonso E. Márquez Chamorro, Adrián Romero-Flores, Manuel Resinas, Antonio Ruiz-Cortés:
Causally-Informed Predictive Process Monitoring. 96-108 - Yongping Tang, Wei Emma Zhang:
CDL+: An Extended Capability Description Language Design For Medical Data-Driven Process. 109-120 - Imen Trabelsi, Naouel Moha, Yann-Gaël Guéhéneuc:
Exploring the Systematic Use of LLMs for Microservices Generation. 121-128
Workshop on Engineering Service-Oriented Applications and Cloud Services
- Alidu Abubakari, Michele Ciavotta, Flavio De Paoli:
LLM-Based DAG Creation for Data Enrichment Pipelines in SemT Framework. 131-143 - Matthew Bwye, Carlos Müller, José Antonio Parejo, Antonio Ruiz-Cortés:
SaaS Pricing-Aware Demand and Capacity Management. 144-156 - Alejandro García-Fernández, Sergio Laso, José Antonio Parejo, Javier Berrocal, Antonio Ruiz-Cortés, Juan Manuel Murillo:
Towards Effective SaaS Pricing Design: A Case Study of CCSIM. 157-168 - Loukas Papadopoulos, Nemania Borovits, George Manias, Damian Andrew Tamburri, Willem-Jan van den Heuvel:
Enhancing Federated Learning with SOA: An Approach to Tackle Non-IID Data Challenges. 169-181 - Niklas Sänger, Sebastian Abeck:
Externalized and Decentralized Authorization of Microservices. 182-193 - Phat T. Tran-Truong, Nghiem Thanh Pham, Trung Phan Hoang Tuan, Bao Tran Quoc, Nam Tran Ba, Ngan Nguyen Thi Kim, Hieu Doan Minh, Khiem Huynh Gia:
Decoding the Privacy Policy Implications of Personal Data Processing: A Framework for GDPR Compliance in Business and Social Apps. 194-205
Workshop on Generative AI as a Software Service
- Moez Krichen:
Generative AI for Software Development: A Survey. 209-220 - Trung Mai Duc, Bao Tran Quoc, Hong Khanh Vo, Phung Dang Trinh, Khoa Tran Dang, Loc Van Cao Phu, Trinh Duc Thong, Triet Nguyen Minh, Hieu Doan Minh:
Aligning Declarations and Practices: Evaluating Privacy Policy Consistency with App Permissions Using Generative AI. 221-233
Workshop on Lightweight AI-Based Services
- Hicham Bellafkir, Markus Vogelbacher, Bernd Freisleben:
Urban Sound Classification on Resource-Constrained Edge Devices. 237-250 - Imed Ben Dhaou, Alaeddine Mihoub, Moez Krichen:
Lightweight AI-Driven Real-Time Intruder Detection System for IoT-Enabled Smart Meters. 251-262 - Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
Knowledge Distillation for Object Detection Using YOLO-NAS. 263-274 - Nour Neifar:
Knowledge Distillation: A Key Approach for Lightweight Deep Generative Models. 275-286 - Sameh Samir, Matthieu Saumard, Taheni Damak, Maher Jridi, Mohamed Ali Ben Ayed:
Random Forest Based Fast MTS Algorithm for VVC Encoder. 287-298
Workshop on Optimising AI Models Using Local Data on Resource-Constrained Edge Devices - Training and Inference
- Wajiha Abdul Shakir:
Reinforcement Learning Challenges in Power Grid Management: A Case Study with City Learn Simulator. 301-313 - Imen Jegham, Besma Guesmi, David Moloney:
Visual Anomaly Detection in Modern Industrial Manufacturing Systems: Survey, Challenges and Future Directions. 314-325 - Farah Ouesleti, Khaoula ElBedoui, Walid Barhoumi, Mohamed Amine Aissaoui:
LLM Non-text-focused Data Generation for Payroll Fraud Detection. 326-338
Workshop on RealTime Service Oriented and Embedded Systems
- Aneta Poniszewska-Maranda, Michal Goleniewski, Witold Maranda, Joanna Ochelska-Mierzejewska:
Task Scheduling for Container Orchestration of Kubernetes in Distributed Systems Development. 341-352
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