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22nd ICSOC 2024: Tunis, Tunisia - Part I
- Walid Gaaloul
, Michael Sheng
Service-Oriented Computing - 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15404, Springer 2025, ISBN 978-981-96-0804-1
Edge and IoT
- Luciano Baresi, Giovanni Quattrocchi, Inacio Gaspar Ticongolo:
Efficient and Dependency-Aware Placement of Serverless Functions on Edge Infrastructures. 3-20 - Prakhar Jain, Prakhar Singhal, Divyansh Pandey, Giovanni Quatrocchi, Karthik Vaidhyanathan:
POSEIDON: Efficient Function Placement at the Edge Using Deep Reinforcement Learning. 21-37 - Meerzhan Kanatbekova, Shashikant Ilager
ABBA-VSM: Time Series Classification Using Symbolic Representation on the Edge. 38-53 - Zhiqing Yang, Xiang He, Teng Wang, Zhongjie Wang:
An Energy-Efficient Partition and Offloading Method for Multi-DNN Applications in Edge-End Collaboration Environments. 54-68 - Yue Ma, Xiaofeng Gao, Guihai Chen:
Crowdsourcing Task Assignment with Category and Mobile Combined Preference Learning. 69-84 - Wentao Gao, Omid Tavallaie
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models. 85-99 - Hokun Park, Hyungjun Kim, Donggyun Kim, Gyujeong Lim, Heonchang Yu
Optimizing Traffic Allocation for Multi-replica Microservice Deployments in Edge Cloud. 100-115 - Yassmine Gara Hellal, Lazhar Hamel
An Event-B Based Approach for Horizontally Scalable IoT Applications. 116-124 - Amani Abusafia
Efficient Provisioning of IoT Energy Services. 125-132 - Christson Awanyo, Nawal Guermouche:
Attention-Driven Conflict Management in Smart IoT-Based Systems. 133-141 - Daghash K. Alqahtani, Muhammad Aamir Cheema
Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices. 142-150
Generative AI
- Dunlei Rong, Lina Yao, Yinting Zheng, Shuang Yu, Xiaofei Xu, Mingyi Liu, Zhongjie Wang:
LLM Enhanced Representation for Cold Start Service Recommendation. 153-167 - María Jesús Rodríguez-Sánchez, Zoraida Callejas
Combining Generative AI and PPTalk Service Specification for Dynamic and Adaptive Task-Oriented Chatbots. 168-184 - Quentin Nivon, Gwen Salaün
Automated Generation of BPMN Processes from Textual Requirements. 185-201 - Can Wang, Dianbo Sui, Hongliang Sun, Hao Ding, Bolin Zhang, Zhiying Tu:
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data. 202-217 - Yiyuan He, Minxian Xu
UELLM: A Unified and Efficient Approach for Large Language Model Inference Serving. 218-235 - Julie R. Rauer, To Kim Bao Pham, Sam Supakkul, Tom Hill, Lawrence Chung:
Service-Oriented Requirements Elicitation Through Systematic Questionnaire Design: A Problem-Driven GenAI Approach. 236-252 - Ali Ben Mrad, Abdoul Majid O. Thiombiano, Mohamed Wiem Mkaouer, Brahim Hnich:
Assessing Large Language Models Effectiveness in Outdated Method Renaming. 253-260
Service Security and Privacy
- Qiang He, Jiyu Yang, Feifei Chen, Cong Tian, Yanhui Li, Yun Yang:
DynaEDI: Decentralized Integrity Verification for Dynamic Edge Data. 263-280 - Geming Xia, Chaodong Yu, Linxuan Song, Wei Peng, Yuze Zhang, Hongfeng Li:
Heterogeneous Multi Relation Trust for SIoT Service Recommendation. 281-295 - Muhammad Umair
A Context-Aware Service Framework for Detecting Fake Images. 296-311 - Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem:
Bias Exposed: The BiaXposer Framework for NLP Fairness. 312-326 - Bin Song, Bin Sun, Qiang Fu, Hao Li:
FlowShredder: A Protocol-Independent in-Network Security Service in the Cloud. 327-334
Processes and Workflows
- Jiaxing Wang, Chengliang Lu, Yifeng Yu, Bin Cao, Kai Fang, Jing Fan:
HiGPP: A History-Informed Graph-Based Process Predictor for Next Activity. 337-353 - Tom Lichtenstein
From Visual Choreographies to Flexible Information Protocols. 354-369 - Kai Grunert
Architectural Elements of Decentralized Process Management Systems. 370-380 - Rui Zhu
LLM-Based Business Process Documentation Generation. 381-390
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