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21st ICSOC 2023: Rome, Italy - Part I
- Flavia Monti
, Stefanie Rinderle-Ma
Service-Oriented Computing - 21st International Conference, ICSOC 2023, Rome, Italy, November 28 - December 1, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14419, Springer 2023, ISBN 978-3-031-48420-9
AI for Service Systems
- Marco Anisetti
Continuous Certification of Non-functional Properties Across System Changes. 3-18 - Marwa Boulakbech, Nizar Messai, Yacine Sam, Thomas Devogele:
Deep Learning Model for Personalized Web Service Recommendations Using Attention Mechanism. 19-33 - Boyang Zhou, Liang Cheng:
Deep Reinforcement Learning-Based Scheduling for Same Day Delivery with a Dynamic Number of Drones. 34-41 - Boris Sedlak
Designing Reconfigurable Intelligent Systems with Markov Blankets. 42-50 - Shuxiang Xu, Qibu Xiang, Yushun Fan, Ruyu Yan, Jia Zhang:
Exploiting Category Information in Sequential Recommendation. 51-66 - Daliang Xu
Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. 67-85 - Yang Gu, Jian Cao, Yuan Guo, Shiyou Qian, Wei Guan
Plan, Generate and Match: Scientific Workflow Recommendation with Large Language Models. 86-102 - Xiang He, Zihao Shao, Teng Wang, Haomai Shi, Yin Chen, Zhongjie Wang:
Predicting Effect and Cost of Microservice System Evolution Using Graph Neural Network. 103-118 - Hanzhi Xu, Yanjun Shu, Zhan Zhang, Decheng Zuo:
QoS Prediction via Multi-scale Feature Fusion Based on Convolutional Neural Network. 119-134
Architecture and System Aspects
- Evangelos Ntentos, Amirali Amiri, Stephen John Warnett
Decision-Making Support for Data Integration in Cyber-Physical-System Architectures. 137-152 - Saman A. Barakat
IDLGen: Automated Code Generation for Inter-parameter Dependencies in Web APIs. 153-168 - Daniil Fedotov, Jaroslav Kuchar, Tomas Vitvar
Time-Aware Log Anomaly Detection Based on Growing Self-organizing Map. 169-177
Containers and Microservices
- Madalina Dinga, Ivano Malavolta
An Empirical Evaluation of the Energy and Performance Overhead of Monitoring Tools on Docker-Based Systems. 181-196 - Chenghao Song
ChainsFormer: A Chain Latency-Aware Resource Provisioning Approach for Microservices Cluster. 197-211 - Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann:
Energy-Efficient and Communication-Aware Resource Allocation in Container-Based Cloud with Group Genetic Algorithm. 212-226 - Vincenzo Riccio, Giancarlo Sorrentino, Matteo Camilli
Engineering Self-adaptive Microservice Applications: An Experience Report. 227-242 - Gowri Sankar Ramachandran
FUSE: Fault Diagnosis and Suppression with eBPF for Microservices. 243-257 - Haomai Shi, Xiang He, Teng Wang, Zhongjie Wang:
ServiceSim: A Modelling and Simulation Toolkit of Microservice Systems in Cloud-Edge Environment. 258-272
Emerging Technologies and Approaches
- Jianfeng Shi, Heng Wu, Wang Liu, Heran Gao, Wenbo Zhang:
2DPChain: Orchestrating Transactions in Order-Execute Blockchain to Exploit Intra-batch and Inter-batch Parallelism. 275-290 - Xinyue Zhou, Jianmao Xiao, Xiao Xue, Shizhan Chen, Hongyue Wu, Zhiyong Feng:
A Dynamical Model for the Nonlinear Features of Value-Driven Service Ecosystem Evolution. 291-306 - Olzhas Yessenbayev
A Middleware for Hybrid Blockchain Applications: Towards Fast, Affordable, and Accountable Integration. 307-322 - Andreas Metzger
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-Oriented Systems. 323-338 - Shuang Yu, Tao Huang, Mingyi Liu, Zhongjie Wang:
BEAR: Revolutionizing Service Domain Knowledge Graph Construction with LLM. 339-346 - Luciano Baresi
Dependency-Aware Resource Allocation for Serverless Functions at the Edge. 347-362 - Giuseppe Bisicchia
Distributing Quantum Computations, by Shots. 363-377 - Hongfei Li, Chongwu Dong, Wushao Wen:
Energy-Efficient Task Offloading with Statistic QoS Constraint Through Multi-level Sleep Mode in Ultra-Dense Network. 378-392 - Wuhui Chen, Zhaoxian Yang, Jianting Zhang, Junyuan Liang, Qilin Sun, Fan Zhou:
Enhancing Blockchain Performance via On-chain and Off-chain Collaboration. 393-408
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