2026 IEEE World Congress on SERVICES
(SERVICES 2026)

CWS-AIG4S-S2: AI and Graph for Edge Services
10:40 – 11:50
Room: 205
Session Chair: Shuang Wang, Southeast University

• ICWS_WKP_74: LQSOA: Lyapunov-based Queue-Stable Offloading Algorithm for Multi-UAVs in Mobile Edge Computing
  Yiyang Niu, Guangrui Liu and Xia Zhu
• ICWS_WKP_84: Adaptive Scheduling with Dynamic Heterogeneous Graphs for Intelligent Cloud-Edge Computing Services
  Jianhai Chen and Jia Wang
• ICWS_WKP_88: AI Empowering Highly Reliable Serverless Edge: A Systematic Review
  Yanjun Shu, Zhuangyu Ma, Tianyu Luo, Yanming Jiang, Min Li and Wei Emma Zhang

CWS-AIG4S-S3: AI and Graph for Web Services
14:00 – 15:10
Room: 205
Session Chair: Yanjun Shu, Harbin Institute of Technology

• ICWS_WKP_68: Efficient Partition-Based Subgraph Matching for Web Service
  Huang Hunan, Guohao Sun, Ge Zhang, Xiu Susie Fang and Jinhu Lu

   

• ICWS_WKP_78: QoS-Aware Prefix Orchestration for Geo-Distributed LLM-as-a-Service
  Zhangyang Ge and Long Chen

   

• ICWS_WKP_89: FTAKG: An Adaptive Fine-Tuning Multi-Agent System for Domain-Specific LLM Based on Knowledge Graph
  Longyao Zhang, Yanjun Shu, Hanzhi Xu, Hua Nie, Haibin Xu, Decheng Zuo, Yi Feng and Dongxin Wen

CWS-AIG4S-S4: AI-Driven Cloud Service Optimization and Resource Management
15:40 – 16:50
Room: 205
Session Chair: Guohao Sun, Donghua University

• ICWS_WKP_83: ECGNet: A Balance-aware Multivariate Workload Predictor for Microservice Applications
  Yamin Lei, Tianxing Wu, Zhicheng Cai and Shuang Wang

   

• ICWS_WKP_90: EcoFlow: Cost-Aware LLM Serving on Heterogeneous GPUs via Min-Cost Max-Flow
  Fengkai Jiang, Fulu Kou, Jinquan Zhang, Rui Yang and Shujie Pang