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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 36, 2024, Revised Selected Papers, Part I [Pehme köide]

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  • Formaat: Paperback / softback, 355 pages, kõrgus x laius: 235x155 mm, 74 Illustrations, color; 35 Illustrations, black and white; XX, 355 p. 109 illus., 74 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 15833
  • Ilmumisaeg: 23-Aug-2025
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 9819672376
  • ISBN-13: 9789819672370
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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 36, 2024, Revised Selected Papers, Part ISuurem pilt
  • Formaat: Paperback / softback, 355 pages, kõrgus x laius: 235x155 mm, 74 Illustrations, color; 35 Illustrations, black and white; XX, 355 p. 109 illus., 74 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 15833
  • Ilmumisaeg: 23-Aug-2025
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 9819672376
  • ISBN-13: 9789819672370
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9789819672370.html
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).
.- Workshop on Adaptive Service-oriented and Cloud Applications.


.- Towards the interoperability of port Digital Twin systems
through ontologies alignment.


.- Architecture Mining approach for Systems-of-Systems : Monitoring
and Discovery.


.- Self-adaptation in Microservice Systems: A Literature Review.


.- Expressing Variability in Requirements Specification for Adaptive Dynamic
Systems.


.- Workshop on AI-enabled Process Automation.


.- Predictive Process Monitoring Using Object-centric Graph Embeddings.


.- InferNet: Next Likely Action Prediction in Business Processes.


.- Activity Instance Identification using Bipartite Graph Matching.


.- Causally-informed predictive process monitoring.


.- CDL+: An Extended Capability Description Language Design For Medical
Data-Driven Process.


.- Exploring the Systematic Use of LLMs for Microservices Generation.


.- Workshop on Engineering Service-Oriented Applications and Cloud Services.


.- LLM-Based DAG Creation for Data Enrichment Pipelines in SemT Framework.


.- SaaS Pricing-Aware Demand and Capacity Management.


.- Towards Effective SaaS Pricing Design: A Case Study of CCSIM.


.- Enhancing Federated Learning with SOA: An Approach to Tackle Non-IID Data
Challenges.


.- Externalized and Decentralized Authorization of Microservices.


.- Decoding the privacy policy implications of personal data processing: A
framework for GDPR Compliance in Business and Social apps.


.- Workshop on Generative AI as a Software Service.


.- Generative AI for Software Development: A Survey.


.- Aligning Declarations and Practices: Evaluating Privacy Policy Consistency
with App Permissions using Generative AI.


.- Workshop on Lightweight AI-based Services.


.- Urban Sound Classification on Resource-constrained Edge Devices.


.- Lightweight AI-Driven Real-Time Intruder Detection System for IoT-Enabled
Smart Meters.


.- Knowledge Distillation for Object Detection Using YOLO-NAS.


.- Knowledge Distillation: A Key Approach For Lightweight Deep Generative
Models.


.- Random Forest Based Fast MTS Algorithm for VVC Encoder.


.- Workshop on Optimising AI Models Using Local Data on Resource-Constrained
Edge Devices - Training & Inference.


.- Reinforcement Learning Challenges in Power Grid Management: A Case Study
with City Learn Simulator.


.- Visual Anomaly Detection In Modern Industrial Manufacturing Systems:
Survey, Challenges and Future Directions.


.- LLM Non-text-focused Data Generation for Payroll Fraud Detection.


.- Workshop on RealTime Service oriented and EMbedded Systems.


.- Task scheduling for container orchestration of Kubernetes in distributed
systems development.