2026 IEEE World Congress on SERVICES
(SERVICES 2026)

13-18 July 2026, Sydney, Australia

Part of the 2026 IEEE World Congress on SERVICES
July 13-18
Sydney, Australia
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ICWS 2026 - Program

CWS-CON-S11: IoT Edge and Cloud Services
09:00 – 10:10
Room: 105
Session Chair: George Aziz

  • CWS_SHT_145: FedTTP: Test-Time Transformer Personalisation for Federated Learning as a Service
    George Aziz, Sajib Mistry and Aneesh Krishna
  • CWS_SHT_160: Test-Time Adaptive Composition for Machine Learning as a Service (MLaaS) in IoT Environments
    Deepak Kanneganti, Sajib Mistry, Sheik Mohammad Mostakim Fattah and Aneesh Krishna
  • CWS_SHT_188: Large or Small? Cloud or Edge? Investigating the Use of Language Models for Smart Drone Services
    Peilin He, Xiao Liu, Disen Jia, Jia Xu and Jonathan Kua

CWS-CON-S1: Service Discovery, Selection and Recommendation
09:00 – 10:10
Room: 109
Session Chair: Hongliang Sun

  • CWS_REG_100: AnchorMark: Preventing Watermark Collapse in LLMs via Anchor-based Resynchronization
    Qirui Sa, Yifei Zhang, Weijing You, Cunqing Ma, Yiwei Shan, Yongjuan Sun, Qi Gu and Wenmao Liu
  • CWS_REG_191: Hypergraph-Guided Distribution Alignment for Bundle Recommendation
    Wenyao Qiao, Sibo Wen, Nan Wang, Yingli Zhong and Lingli Li

CWS-CON-S10: IoT Edge and Cloud Services
09:00 – 10:10
Room: 210
Session Chair: Mengying Zhu

  • CWS_REG_382: Service Integrity of LLM-Driven Edge Web Services under Semantic Backdoor Attacks
    Chun Yun Wang, Wei Emma Zhang, Zhigang Lu, Yan Meng, Shuchao Pang and Quan Z. Sheng
  • CWS_REG_385: Uncertainty-Aware Zygote Container Planning for Burst-Resilient Function Startup in Serverless Edge-Cloud Computing
    Tianyu Fang, Jiangwei Li, Xiaocui Li and Zhangbing Zhou
  • CWS_REG_397: FedMoE: Efficient Federated Fine-Tuning for MoE-Based Large Language Models
    Hanzi Mei, Jinfeng Wen, Mengwei Xu, Ao Zhou and Shangguang Wang

CWS-CON-S13: IoT Edge and Cloud Services
10:40 – 11:50
Room: 105
Session Chair: Marco Aiello

  • CWS_SHT_271: Temporal Edge-Enhanced Bipartite Graph Neural Networks For Secondary Battery Swapping Service
    Chunqi Wu, Zhao Li, Jinsheng Ding, Pan Tang, Donghui Ding, Jiaming Huang, Chonghui Zheng and Yuhua Zheng
  • CWS_SHT_279: TGHE: Template-based Graph Homomorphic Encryption for Privacy-Preserving GNN Inference in Edge-Cloud Systems
    Ngoc Bao Anh Le, Thai Vu, John Le, Heath Cooper and Jun Shen
  • CWS_SHT_288: DCQ: Dimension Selection and Compensation in Post-Training Quantization for Edge Vision Services
    Junna Zhang, Luxi Wang, Chuntao Ding, Zigui Jiang and Guoqing Zheng
  • CWS_SHT_302: ATMoCloud: Automated Threat Modeling for Cloud Architectures through Cyber Threat Intelligence Enrichment and Structured Validation
    Noam Tarshish, Avishag Shapira, Ido Hersko, Yuval Elovici and Asaf Shabtai

CWS-CON-S44: Services Security, Privacy and Trust
10:40 – 11:50
Room: 109
Session Chair: Hongliang Sun

  • CWS_REG_82: FiLA-DP: Fisher-Guided Layer Sharing for Differential Privacy in Federated Learning
    Qiufen Ni, Shangyuan Xie, Xiao Dong, Jianxiong Guo and Tian Wang
  • CWS_SHT_25: Higher-Order and Dual-Geometry Modeling for Blockchain Anti-Money Laundering Detection
    Qiuyang Zhang, Mingxuan Jiang, Yuan Shui, Zhixin Li, Hongbin Zhu and Hongfeng Chai

CWS-CON-S16: Microservices
10:40 – 11:50
Room: 210
Session Chair: George Aziz

  • CWS_REG_323: MGLA: Multimodal Graph Learning Based Algorithm for Candidate Microservice Identification
    Jianlin Zhang, Cong Liu, Yuliang Shi, Shijun Liu, Dong Zhang, Kaiyuan Qi and Zhiyong Chen
  • CWS_REG_393: QoS-Aware Brokering for LLM-as-a-Service: SLA-Constrained Routing with Drift Detection
    Okba Tibermacine and Chouki Tibermacine

CWS-CON-S14: IoT Edge and Cloud Services
11:50 – 13:00
Room: 105
Session Chair: Mengying Zhu

  • CWS_REG_87: CogGuard: Cognitive and Operational Profiling for Proactive Warning in Edge Intelligent Services
    Zhi Yao, Weihao Chen, Zhiqing Tang, Hanshuai Cui, Qianli Ma, Weijia Jia and Wei Zhao
  • CWS_SHT_32: TRUEdge: Faithful Edge-Aware Graph Learning for Intrusion Detection
    Devashish Chaudhary, Sutharshan Rajasegarar and Shiva Raj Pokhrel
  • CWS_SHT_55: ST-RCA: A Task-Oriented Causal Framework for Robust Spatio-Temporal Root Cause Analysis in Complex IoT Systems
    Borui Li, Lun Tang and Qianbin Chen

CWS-CON-S17: Web Services Composition and Orchestration
11:50 – 13:00
Room: 109
Session Chair: Zhizhong Liu

  • CWS_REG_152: LLMFlowGO: An LLM-Driven System for Workflow Generation and Optimization
    Jia Xu, Weibin Zhang, Xuejun Li, Xiao Liu, Peilin He, Jinglong Fang and Yun Yang
  • CWS_REG_194: Optimizing FaaS Platforms for MCP-enabled Agentic Workflows
    Varad Kulkarni, Vaibhav Jha, Nikhil Reddy, Haseeb Abdullah Kollorath, Anand Eswaran, Praveen Jayachandran and Yogesh Simmhan
  • CWS_REG_24: Intent-Driven and Constraint-Verified Service Composition via Evolving Verified Experience
    Bowen Ma, Junxian Liu, Bangbang Ren, Lailong Luo, Deke Guo and Honghui Chen

CWS-CON-S20: Knowledge Graphs and Semantic Services
11:50 – 13:00
Room: 210
Session Chair: Xiao Wang

  • CWS_REG_166: SABALANCE: Semantic-aware Load Balancing for Stateful NFV Service Systems
    Yuan Liu, Wendi Feng and Ao Jin
  • CWS_REG_30: TriSA: Tri-Type Hypergraph Semantic Alignment for Metaverse Service Paradigm and Recommendation
    Ruipeng Han, Dunlei Rong, Yeqi Zhu, Zihang Su, Xiao Wang and Hanchuan Xu
  • CWS_REG_309: Dual-Diffusion Service Recommendation with External Knowledge Graphs
    Junxiang Zhang, Yanting Li, Lianqi Huang, Shuo Yu, Xinshu Li, Ziqi Xu and Feng Xia

CWS-CON-S18: Web Services Composition and Orchestration
14:00 – 15:10
Room: 105
Session Chair: Zhizhong Liu

  • CWS_REG_253: Integrating Structural and Temporal Information of Trace Cases: A Multi-Perspective Framework for Process Representation Learning
    Dongjin Yu, Yuying Cheng, Yayu Hou, Zhongyang Li, Ke Ni and Lei Tu
  • CWS_SHT_125: CognitiveContinuum: Intent-Aware Orchestration Using LLM and Fuzzy Logic
    Negin Akbari, Adel N. Toosi, John Grundy and Muhammad Aamir Cheema
  • CWS_SHT_269: Agent-Based Zero-Shot Service Composition via Large Reasoning and Action Models
    Ilche Georgievski and Marco Aiello
  • CWS_SHT_319: FlexVFA: A Flexible and Verifiable Privacy-Preserving Auditing Framework for Federated Business Processes
    Puwei Wang, Linman Li, Chenrui Li and Jinchuan Chen

CWS-CON-S23: QoS Monitoring and Resource Management
14:00 – 15:10
Room: 109
Session Chair: Nan Yang

  • CWS_REG_137: Ada-Jelly: A Lightweight and Adaptive Subflow Sketch for High-Speed Network Monitoring
    Zhengli Lin, Xuanwei Si, Dong Zhang, Hongyan Liu, Bohuai Xiao, Ming Li, Jianshan Zhang, Chunming Wu and Xiang Chen
  • CWS_REG_209: K3AS: QoS-Aware Kinematic 3D Asset Service with Cache-Adaptive Progressive Asset Evolution
    Haoqi Ruan, Ruihan Hu, Zhaodong Zhang, Wenqi Wang and Zilong Hu
  • CWS_REG_23: Tiga: Adaptive Two-Level Parallel Transaction Execution for Improving Blockchain QoS
    Shengjie Guan and Zhen Xiao

CWS-CON-S22: Knowledge Graphs and Semantic Services
14:00 – 15:10
Room: 210
Session Chair: Chouki Tibermacine

  • CWS_REG_317: An LLM-Enhanced Multimodal Graph Network for Causal-Aware Traffic Forecasting
    Jiale Wu, Haolong Xiang, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Fanzhen Liu, Rong Jiang and Wei Fan
  • CWS_REG_338: TISKE: Two-stage Incremental and Scalable Knowledge Editing for LLM-based Intelligent Services
    Qiang Liu, Buqing Cao, Wenyu Zhao, Sheng Lin, Hangyu Liu and Jinjun Chen
  • CWS_SHT_187: An Ontology-driven Service-oriented System for ESG Metric Computation and Reporting
    Mingqin Yu, Fethi Rabhi, Basem Suleiman, Nuodi Liu and Yuekang Li
  • CWS_SHT_239: Equivariant Positional Encoding for Graph Neural Network-based Collaborative Filtering
    Jishen Sun, Xin Sun, Deling Huang, Samaneh Madanian, Guiling Wang, Zhizhong Liu, Muhammad Naeem and Jian Yu

ICWS Keynote
15:40 – 16:50
Room: 109
Session Chair : Jia Wu

  • Title : AI Design and Operation Paradigm: from Functional to Agentic Enterprise
    Speaker : Prof. Jian YANG, Acting Dean of Faculty of Science and Technology, and Associate Dean of School of AI and Liberal Arts
    Beijing Normal Hong Kong Baptist University

 

CWS-CON-S19: Web Services Composition and Orchestration (Track: Reserved-Chairs)
13:00 – 14:10
Room: 105
Session Chair: Peng Chen

  • CON_REG_58: Dynamic Function Deployment and Task Offloading in Serverless Multi-Edge Systems
    Jinquan Zhang, Xiaoping Li, Zhicheng Ding, Yibo Li, Guoqiang Bao and Long Chen
  • CON_REG_7: GLST: An Efficient and Modular Framework for  Spatio-Temporal Service Flow Forecasting
    Wen Xie, Xiaofei Xu, Jiayi Qu, Hanlin Fan, Kai Di, Shuang,  Yu, Mingyi Liu and Zhongjie Wang
  • CWS_REG_37: Collaborative Assurance of On-Device Model Inference Services in AIoT Environment
    Ke Meng, Xiaolong Xu, Haolong Xiang, Peng Chen, Guangming Cui, Xuyun Zhang, Lianyong Qi, Lina Yao and Wanchun Dou

CWS-CON-S28: Microservices
13:00 – 14:10
Room: 109
Session Chair: Ying Liu

  • CWS_REG_391: TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices
    Junle Wang, Ruibo Chen, Yuanshuai Wang, Xingchuang Liao, Zhimin Fan, Xiangdong Wu, Wenjun Wu, Xuehong Liu and Jinkun Zhao
  • CWS_REG_395: STAR: A Stage-attributed Triage and Repair framework for RCA Agents in Microservices
    Junle Wang, Ruibo Chen, Yuanshuai Wang, Xingchuang Liao, Zhimin Fan, Xiangdong Wu, Wenjun Wu, Jinkun Zhao and Xuehong Liu
  • CWS_REG_40: Transferable Unsupervised Time Series Anomaly Detection with Mixture-of-Experts for Web Systems
    Weiwei Huang, Gou Tan and Pengfei Chen

CWS-CON-S29: Service Discovery, Selection and Recommendation
13:00 – 14:10
Room: 210
Session Chair: Xiaoyu Xia

  • CWS_REG_335: Flow Matching with Collaborative Contexts and Variational Interests for POI Recommendation
    Yanwei Xu, Jinbiao Yao, Wenpeng Jia, Weiming Liu, Xuyun Zhang and Bin Cui
  • CWS_REG_45: 14
    Shuaijun Chen, Omid Tavallaie, Niousha Nazemi, Xin Chen and Albert Zomaya
  • CWS_SHT_93: Mix and Match: Flexible De-mixing of Bitcoin Mixers
    Donghee Kim, Juyeon Yi and Junbeom Hur
  • CWS_SHT_158: FIDES: Federated Inter-organizational system Dynamics for Explorative process Simulation
    Silas Workman, Joyce El Haddad and Daniela Grigori

CWS-CON-S21: Service Discovery, Selection and Recommendation
14:10 – 15:20
Room: 105
Session Chair: Junna Zhang

  • CWS_SHT_136: YOLO-ADM: A Lightweight Infrared Small Target Detection Method Based on UAV Remote Sensing Images
    Dianrui Wang, Xiangyu Bai and Haoran Cheng
  • CWS_SHT_324: Magnitude-Calibrated Contrastive Alignment for Multimodal Recommendation
    Yacong Yang, Hang Lv, Guofang Ma and Yanchao Tan
  • CWS_SHT_44: Dual-Purpose Editable Prompts: Correcting Rating-review Inconsistency for LLM-based Explainable Recommendation
    Mengying Zhu, Feiyue Chen, Mengyuan Yang, Guanjun Xu, Yangyang Wu, Guofang Ma, Guanjie Cheng and Xiaolin Zheng
  • CWS_SHT_65: Ranking-Aware Semantic Alignment for LLM-Based Recommendation
    Chaopeng Dou, Yongqiang Gao, Yongmei Liu, Zijian Qiao and Jingjin Luo

CWS-CON-S3: IoT Edge and Cloud Services
14:10 – 15:20
Room: 109
Session Chair: Hengqi Guo 

  • CWS_REG_107: FMD-SQL: NL2SQL-as-a-Service for Financial Data Access Xiaozheng Du, Ruijun Deng, Cheng Wang, Shijing Hu, Feng Zhou and Qiang Duan
  • CWS_REG_104: RISE: Relay Inference and Online Scheduling for Efficient Edge-Device Collaborative Diffusion Model Services
    Zilan Huang, Zhiqing Tang, Hanshuai Cui, Tian Wang, Yuan Wu, Weijia Jia and Wei Zhao
  • CWS_REG_116: Promise: Predictive and Cost-Optimal Migrations for Service-Continuous Edge Intelligence in Multi-UAV Networks
    Jian Zhang, Ming Tao, Renping Xie and Yin Zhang
  • CWS_REG_172: Resource-Efficient Online Reliability Anomaly Detection for Edge Services via Deep Reinforcement Learning
    Hang Fu, Puwei Wang, Xinyi Liu and Xiaoyong Du

CWS-CON-S31: Microservices
14:10 – 15:20
Room: 210
Session Chair: Peng Chen

  • CWS_REG_117: V-Ideal: Generative Prompting for Fault-Tolerant Multimodal Web Services under Microservice Failures
    Bingyan Fan, Winston K. G. Seah, Gang Xu, Xiaodong Xu and Feng Zhang
  • CWS_REG_130: Metra: A Fault Localization Technique for Microservice Systems via the Fusion of Metrics and Traces
    Chang-Ai Sun, Yubo Kou, Tao Zeng and Jun Han
  • CWS_REG_17: Swarm Network-as-a-Service (SNaaS)
    Balsam Alkouz, Osama Amin and Basem Shihada

 

CWS-CON-S24: AI services
15:50 – 17:00
Room: 105
Session Chair: Hengqi Guo

  • CWS_REG_333: Loki’s Gaze: An Efficient Detection method of LLM Backdoor with Prompt Injection Attacks
    Hengqi Guo, Yuebing Zhou, Rongzhen Li and Qiang Duan
  • CWS_REG_404: STOCKRL: Execution-Grounded Reinforcement Learning for AI-Driven Portfolio Decision Support with Dual-Level Reward Models
    Boyang Yin, Bin Zhang and Ying Liu
  • CWS_SHT_340: SHIELD: Semantic Hierarchy-Enhanced Hypergraph Learning for Diagnosis Prediction
    Xusheng Yu, Hang Lv, Guofang Ma, Yanchao Tan, Xing Chen and Carl Yang

 

CWS-CON-S32: Microservices
15:50 – 17:00
Room: 109
Session Chair: Zhihui Lu

  • CWS_REG_20: LANCE: Linguistic Agent Network for Cooperative Ensemble of Heterogeneous Physical AI Services
    Kyeongdeok Baek and In-Young Ko
  • CWS_REG_21: MIST: Microservice Identification from Sequential Traces
    Thakshila Imiya Mohottige, Artem Polyvyanyy, Colin Fidge, Rajkumar Buyya and Alistair Barros
  • CWS_REG_212: A Retrieval-Augmented Generation-driven Auto-scaling Method for Microservices in Cloud-native Environments
    Xu Jiang, Zhicheng Cai, Lei Xu and Rajkumar Buyya

CWS-CON-S33: Microservices
15:50 – 17:00
Room: 210
Session Chair: Xiaoyu Xia

  • CWS_REG_224: SkaaS: A Skill-as-a-Service Architecture for Stateful Service Reasoning in Manual Procedures via FSM-Constrained Multimodal LLMs
    Xinhui Li, Zhongguo Yang, Di Li, Yonglu Jiang and Juan Li
  • CWS_REG_236: Ensuring Efficiency and Timeliness in Real-Time RAG Services: An AoI-Aware Approach
    Jiebei Shi, Xiangru Liang, Yeping Zhu, Jianbing Zhang and Jiwei Huang
  • CWS_REG_252: DCRL: Dynamic Causal Representation Learning for Root Cause Localization in Microservice Systems
    Cong Liu, Jianlin Zhang, Yuliang Shi, Shijun Liu, Dong Zhang, Kaiyuan Qi and Zhiyong Chen

CWS-CON-S26: Data Products and Governance
13:00 – 14:10
Room: 105
Session Chair: Shuang Wang

  • CWS_SHT_146: ChunkZ: Fast Chunked Climate Data Compression Using Spatio-temporal Predictors
    Shukai Chen, Chengcheng Shao, Jiaming Tan, Yazhen Wang, Xiaoyong Li, Xiang Zhu and Kaijun Ren
  • CWS_SHT_99: Auditing Black-Box LLM APIs via Token Probabilities and Data Provenance: A Case Study in Source Code Generation
    Subhankar Maity, Faiza Belbachir, Omar Boucelma and Guilherme Medeiros Machado
  • CWS_WIP_181: Data Contracts: Structuring Promises and Expectations in Data Exchange
    Laura Schuiki, Arif Wider and Simon Harrer

 

CWS-CON-S34: Service Discovery, Selection and Recommendation
13:00 – 14:10
Room: 109
Session Chair: Chang Liu

  • CWS_REG_216: TrustEOV: Robust Endorsement against Contract Manipulation in Execute-Order-Validate Blockchains
    Zihao Guan, Bin Zhou, Jianfeng Zhang, Xiang Fu, Feng Jiang and Yan Ding
  • CWS_REG_234: MMC-Rec: A Memory-Based Multi-agent Coordination Framework for Recommendation
    Xuehan Mao, Guodong Fan, Jing Li, Ming Zhu and Chun Wang
  • CWS_REG_258: MHLAR: A Multi-View Fusion Framework Integrating Hypergraph Structures and LLM-Enhanced Semantics for Mobile App Recommendation
    Fenfang Xie, Feng Luo, Mingdong Tang and Caijie Lin

CWS-CON-S35: Microservices
13:00 – 14:10
Room: 210
Session Chair: Bohai Zhao

  • CWS_REG_62: ESM-RB: Energy-Aware Perceptual Bitrate Adaptation for Mobile Web Streaming Services
    Wenlong Ke, Ying Wang, Shigen Shen, Yong Wang, Zhe Chen, Yangfan Liang, Junqi Chen and Yong Zhang
  • CWS_REG_64: Toward Effective Resource Prediction for Microservices via Heterogeneity Exploration Fully Investigating Services, Containers, and Nodes
    Yueshen Xu, Haibin Han, Shaoling Liang, Junxiao Han, Chen Zhi, Zhongxiao Wang, Huihui Tang and Jiahao Wang
  • CWS_REG_73: AMOS: An Affinity-Aware Scheduling Method for OpenHarmony Services in MEC Scenario Driven by Elite-Micro-Population
    Jie Chen, Bohai Zhao, Kai Peng, Xiaolong Xu, Zhiying Tu, Yongchao Xing, Jiaxin Liu and Dianhui Chu

CWS-CON-S27: Service Applications beyond the Web
14:10 – 15:20
Room: 105
Session Chair: Xiaocui Li 

  • CWS_REG_109: HPRCC: Popularity-Aware and Physics-Inspired Content Caching in MEC by Using Adversarial Semi-Bandit Learning
    Jinpeng Li, Xiaoning Sun, Houli Xie, Yunni Xia, Peng Chen, Ziyang Zeng and Lijun Liu
  • CWS_SHT_178: Self-Evolving Neural Systems for Heterogeneous Mobile Devices
    Zhao Li, Peiqi Zhang, Enze Yu, Haipeng Dai, Qiang He and Shanyun Liu

CWS-CON-S37: Microservices
14:10 – 15:20
Room: 109
Session Chair: EunChan Park

  • CWS_REG_78: ConCise: Training-Free Conclusion-Chain State Compression for Cost-Efficient Multi-Step RAG Services
    Kuan Yan, Zhiqing Tang, Tian Wang and Weijia Jia
  • CWS_REG_84: Toward Generative AI as a Service for Web Design: Efficient Multi-Style Layout Generation with Meta Networks
    Qiwen Xiao, Lu Yu, Kai Wang, Zheng Zhang, Yuejin Li, Shijie Zhang and Xitong Li
  • CWS_SHT_339: StructGen: A Multi-Agent Generative Service for Automated Web UI Prototyping
    Jing Luo, Shuai Zhao, Yihang Su, Jinjian Yang, Hongbo Tang, Chunguang Zhao and Yang Li
  • CWS_SHT_383: Abyss: A Service-Oriented Architecture for Web-Like Social VR
    Minwoo Song and In-Young Ko

 

CWS-CON-S38: Microservices (Track: Reserved-Chairs)
14:10 – 15:20
Room: 210
Session Chair: Ruyue Xin

  • CON_REG_2: Dual Model Learning for Efficient and Effective Visual Services
    Mehdi Acheli and Walid Gaaloul
  • CON_REG_32: Real-Time Detection of Regulatory Violations in Software Services Using a Large Language Model
    Stephen S. Yau, Krishna Kanth Markonda Patnaikuni and Aviroop Nandy
  • CON_REG_6: FlowRAG: Control-Flow-Guided Retrieval-Augmented Generation for Service Operating Procedures
    Congcong Tian, Zhongjie Wang, Mingyi Liu, Zhihui Xu, Xinyang Chen, Xingya Zhang, Haitao Zhao and Shuang Yu

CWS-CON-S25: Knowledge Graphs and Semantic Services (Track: Reserved-Chairs)
15:50 – 17:00
Room: 105
Session Chair: Bohai Zhao

  • CON_REG_22: Knowledge-Grounded LLMs for Automated Business Capability Modelling from Enterprise Artefacts
    Iromie Samarasekara, Boualem Benatallah, Madhushi Bandara and Fethi Rabhi
  • CON_REG_27: Neighborhood-Centric Self-Supervised Graph Models for Imputation as a Service
    Erfan Moshiri, Jia Wu, M A Hakim Newton, Min Li, Pooyan Asgari and Amin Beheshti
  • CON_REG_24: PRISM:A Calibrated Multi-Signal Trust Framework for KG-Based Selective Prediction in API Service Ecosystems
    Parimehr Morassa Far, Amin Beheshti, Kamyar Taeb, Alireza Shammasi, Ali Shahsavandi and M A Hakim Newton

 

CWS-CON-S4: Microservices
15:50 – 17:00
Room: 109
Session Chair: Jia Xu

  • CWS_REG_299: SCALER: LLM-based Cross-Modal Alignment for Microservice Root Cause Analysis
    Shu Yang, Geyuan Wang, Zhongxing Ming, Dongbiao He, Laizhong Cui, Xian Yu and Xu Zhou
  • CWS_REG_307: TORCL: Lightweight Root Cause Localization with Temporal-Order-Aware Ranking in Microservices
    Ruyue Xin, Peng Chen and Yunni Xia
  • CWS_REG_320: A Two-Stage Multi-Objective Evolutionary Approach for Joint Optimization of Microservice Replication and Allocation in Energy-Aware Clouds
    Boxiong Tan, Hui Ma, Yi Mei, Sven Hartmann and Mengjie Zhang

CWS-CON-S40: QoS Monitoring and Resource Management
15:50 – 17:00
Room: 210
Session Chair: Thai T. Vu 

  • CWS_REG_241: From Latent Embeddings to Explainable QoS Preferences: A Generative Inference Model with Feasibility Regularization
    Min Li and Hanchuan Xu
  • CWS_REG_298: JPSTL: Joint Probabilistic Signal Temporal Logic for Predictive Composition Monitoring
    Yixuan Chen, Zhangbing Zhou, Deng Zhao and Jiangwei Li
  • CWS_REG_347: HPGPIN: A Hypergeometric Prior-Guided Physics-Informed Neural Framework for Satellite Task Scheduling
    Wenhan Hou, Yingjie Wang, Zhaoxiang Li and Haojun Teng

CWS-CON-S36: Microservices
13:00 – 14:10
Room: 105
Session Chair: Chengzu Dong

  • CWS_SHT_138: PACT-IP: A Policy-Governed and Auditable Continuous IP Triage Service for SOCs
    Di Shao, Aiting Yao, Chengzu Dong, Huan Zhang, Huchen Zhou and Zhaoquan Gu
  • CWS_SHT_284: CompQ: QoE-Aware Compensation for Resumed Requests in Interactive LLM Inference Services
    Yinming Tan, Jinquan Zhang, Long Chen, Kai Di and Pan Li
  • CWS_SHT_285: Feedback Control-Based Self-Adaptive Cloud Resource Provisioning for Multi-tier Web Systems
    Yamin Lei, Jinquan Zhang, Long Chen, Zhicheng Cai and Rajkumar Buyya
  • CWS_SHT_293: OpenBinding: An Extensible, Plug-and-Play API Gateway for Cross-Engine QACO Solving
    Francisco Javier Cavero, José Antonio Parejo and Antonio Ruiz-Cortés

CWS-CON-S41: QoS Monitoring and Resource Management
13:00 – 14:10
Room: 109
Session Chair: Yanwei Xu

  • CWS_REG_349: QoS-Aware Semantic Routing for OGC API-EDR and Tiles over Sharded Zarr Metocean Data Cubes
    Jiaming Tan, Chengcheng Shao, Xiaoyong Li, Kaijun Ren, Shukai Chen, Yazhen Wang and Hui Zhang
  • CWS_REG_71: QoS-Aware Orchestration for On-Orbit Training Services across LEO Satellite Systems
    Nan Yang, Bahman Javadi, Rodrigo Neves Calheiros, David Boland, Muhammad Umair and Philip Leong

CWS-CON-S5: IoT Edge and Cloud Services
13:00 – 14:10
Room: 210
Session Chair: Qiwen Xiao

  • CWS_REG_183: HeatMoE: A Heat-Aware Hybrid Architecture for Serverless Mixture-of-Experts Training
    Lingyu Song, Huiying Jin, Yunfei Zhang, Hai Dong and Pengcheng Zhang
  • CWS_REG_189: A Novel Method to Anomaly-adaptive Task Offloading in Vehicular Edge Computing
    Yujia Song, Houli Xie, Yunni Xia, Xingli Zhong and Na Zhao
  • CWS_REG_200: FedAlloy: Dual-Channel Federated Learning across Quantized and Heterogeneous Language Models
    Jianfeng Ling, Feilong Feng, Jinquan Zhang, Long Chen and Jihong Wan

CWS-CON-S39: Generative AI
10:40 – 11:50
Room: 105
Session Chair: Xiao Wang

  • CWS_SHT_128: TFLLM4Load: Time-Frequency Enhanced LLM-enabled Framework for Multi-Scale Workload Prediction with External Forecasting Priors
    Boming Zhu, Xiaojian Gao, Chang Liu, Xiupu Lang and Haopeng Chen
  • CWS_SHT_154: Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation
    Bagus Rakadyanto Oktavianto Putra, Muhamad Risqi Utama Saputra and Guntur Dharma Putra
  • CWS_SHT_268: Early Find Early Stop: Enhancing Multi-Agent System Efficiency via Hierarchical Real-Time Validation
    Zhuangyu Ma, Yanjun Shu, Longyao Zhang, Dawei Chen, Feng Xia, Wei Emma Zhang, Decheng Zuo and Dongxin Wen
  • CWS_SHT_34: ReKV: Cross-Precision Model Switching with Persistent KV Cache Reuse for LLM Serving
    Jiali Wu, Minxian Xu, Yang Wang, Kejiang Ye, Hao Dai and Chengzhong Xu

CWS-CON-S6: IoT Edge and Cloud Services
10:40 – 11:50
Room: 109
Session Chair: KyeongDeok Baek

  • CWS_REG_201: MARS: Dynamic Micro-Batching and Heterogeneous-Aware Scaling for MLLM Services in Cloud-Edge Collaboration
    Shikun He, Binbin Feng and Zhijun Ding
  • CWS_REG_226: F2-AFL: A Fairness- and Freshness-Aware Approach of Asynchronous Federated Learning for IIoT
    Jie Chen, Jiebei Shi, Ruiqi Zhang, Yeping Zhu, Jianbing Zhang and Jiwei Huang
  • CWS_REG_233: Fully Decentralized Mixture-of-Experts-based Placement of AI-enabled Fog Applications
    Eunchan Park and In-Young Ko

 

CWS-CON-S7: IoT Edge and Cloud Services
10:40 – 11:50
Room: 210
Session Chair: Zongxi Li 

  • CWS_REG_280: Agentic-AI Detection of Trust Data Tampering in Crowdsourced IoT Services
    Thilina Lokuruge and Athman Bouguettaya
  • CWS_REG_281: DP-FedOR: Improving Differentially Private Federated Learning via Adaptive Origin Tracking and Residual Privatization
    Meiguang Zheng, Zijie Hu, Hao Zheng, Liu Yang, Xi Li, Jinlin Gui and Wenrui Li
  • CWS_REG_294: A File-Centric Collaborative Migration Framework for Containerized Services in Edge Computing
    Jiangwei Li, Zhangbing Zhou, Sami Yangui, Deng Zhao, Yixuan Chen and Zhenjie Yu

 

CWS-CON-S42: QoS Monitoring and Resource Management
13:00 – 14:10
Room: 105
Session Chair: Chengzu Dong

  • CWS_SHT_16: SG-LR QoS: Sparse-Gating and Layered Low-Rank Based Lightweight QoS Monitoring for Multi-tenant Clouds
    Pengwei Liu, Minxian Xu, Jiongjiong Gu, Chuanfei Xu, Weipeng Cao and Zhong Ming
  • CWS_SHT_214: Critical-Path-Aware Dependent Task Offloading and Scheduling for Multi-Satellite Cooperative Networks
    Chunhong Liu, Xiaoyu Cui, Jialei Liu, Tongguang Zhang, Bo Cheng and Peiyan Yuan
  • CWS_SHT_249: QueueBreak: A Trace-to-Diagnosis Pipeline for Tail Latency in Agentic LLM Services
    Xingrao Ma, Zongxi Li, Chengzu Dong, Shao Di and Xiao Liu
  • CWS_SHT_380: Minimizing Execution Delays in Configuration Management Systems via TFSM Synchronizing and Homing Sequences
    Evgenii Vinarskii, Natalia Kushik and Djamal Zeghlache

 

CWS-CON-S8: Service Discovery, Selection and Recommendation
13:00 – 14:10
Room: 109
Session Chair: Deepak Kanneganti 

  • CWS_REG_261: Social Recommendation with Generative Adversarial Denoising
    Junwei Hu, Xiantao Cai and Wenbin Hu
  • CWS_REG_301: Detecting Vulnerability Patch Commits via Version Filtering and Large Language Models
    Haoran Xu, Chen Zhi, Junxiao Han, Zhen Qin, Xinkui Zhao, Jianwei Yin and Shuiguang Deng
  • CWS_REG_316: Multi-Source Drift-Aware Online Simulation of Evolving Business Processes
    Chao Zheng, Jian Wang and Bing Li

 

CWS-CON-S9: IoT Edge and Cloud Services
13:00 – 14:10
Room: 210
Session Chair: Evan Krul 

  • CWS_REG_304: CONCORD: Asynchronous Sparse Aggregation for Device-Cloud RAG under Document Isolation
    Xuedong Hu, Zhiqing Tang, Zhi Yao, Tian Wang and Weijia Jia
  • CWS_REG_353: RE-ACTOR: Reinforced Attention Encoder for Service Conflict Resolution In IoT Systems
    Christson Awanyo and Nawal Guermouche
  • CWS_REG_36: A Risk-Aware UAV-Edge Service Framework for Wildfire Monitoring and Emergency Response
    Yulun Huang, Zhiyu Wang and Rajkumar Buyya

CWS-CON-S43: QoS Monitoring and Resource Management
14:10 – 15:20
Room: 105
Session Chair: Shuchao Pang 

  • CWS_REG_98: QoS-Aware Soft Failure Detection for Drone Swarms via Adaptive Knowledge-Data Fusion
    Yi Li, Zhangbing Zhou, Yangui Sami, Alireza Furutanpey and Schahram Dustdar
  • CWS_REG_344: iRUC++: Traffic-Aware Adaptive Unified Computation for Communication-Dense Microservices
    Xinyi Liu, Puwei Wang, Keman Huang and Xiaoyong Du

CWS-WIP-S1: Service Discovery, Selection and Recommendation
09:00 – 10:10
Room: 105
Session Chair: Evan Krul

  • CWS_WIP_112: ACCORD: Accountable Credential Disclosure for Self-Sovereign Identity
    Evan Krul, Hye-young Paik, Sushmita Ruj and Salil S. Kanhere
  • CWS_WIP_120: Towards a Unified View of Configuration Problems in the Computing Continuum
    Alejandro García-Fernández, Boris Sedlak, José Antonio Parejo, Pantelis Frangoudis, Antonio Ruiz-Cortés and Schahram Dustdar
  • CWS_WIP_127: Dual-Queue Lyapunov Optimization for Skill-Aware Task Assignment in Crowdsourcing
    Andrew Putra Kusuma and Han Yu
  • CWS_WIP_176: A Reuse-Aware Encoding-Mechanism Framework for Concurrent MEC Task Offloading
    Hualong Wu, Yucheng Liu, Weizhe Zhang, Desheng Wang, Hainan Zhang and Wei Gao
  • CWS_WIP_193: Towards Prosocial Equilibrium: Conformity-Driven Group Cooperation Emergence
    Yuheng Liu, Xiaodong Fu, Li Liu, Jie Li, Wei Peng and Jiaman Ding
  • CWS_WIP_282: Veriflood Attack: Exploiting Mandatory CAPTCHA Verification into a Flooding Primitive
    Hyejin Lee, Woonghee Lee and Junbeom Hur

 

CWS-WIP-S2: IoT Edge and Cloud Services
09:00 – 10:10
Room: 109
Session Chair: Bingbing Shao

  • CWS_WIP_133: LLM-Driven Evolutionary Search for IoT Task Scheduling in Edge Computing
    Xiulei Liu, Zhenquan Liu and Yongpeng Xu
  • CWS_WIP_141: GPL: A Graph-Based Learning Approach for Mobility-Aware Multi-SFC Placement in Mobile Edge Computing
    Yi Yue, Ying Liu, Zhengxin Han, Shuai Zhang, Chang Cao and Xiongyan Tang
  • CWS_WIP_144: Revenue-Driven Content Deployment in Edge Communities
    Zhen Zhang, Hongyue Wu, Yunfei Luo, Shizhan Chen and Zhiyong Feng
  • CWS_WIP_217: Edge-Assisted Collaborative Perception Service with Correction-Detection-Prediction Architecture
    Yiru Lin, Ningzhe Liu and Zhijun Ding
  • CWS_WIP_306: An Adaptive Federated Service Evolution Framework for Industrial Operations Analytics under Dynamic Participation
    Daobin Luo, Yuru Liu, Weishan Zhang, Yuange Liu, Qiao Qiao, Lingzhao Meng and Lianyong Qi

 

CWS-WIP-S3: Microservices
09:00 – 10:10
Room: 210
Session Chair: Zitai Qiu

  • CWS_WIP_123: Generative Similar Weather Retrieval with Physics-Aligned Hierarchical Identifiers
    Yazhen Wang, Xiaoli Ren, Xiaoyong Li, Haibo Tang, Shukai Chen, Jiaming Tan and Kaijun Ren
  • CWS_WIP_142: Robust Privacy Unlearning for LLM Services via Adversarially Augmented Preference Optimization
    Shuhan Yang, Yao Guan and Qiang Duan
  • CWS_WIP_157: EVA: An Event-Conditioned Framework for Privacy-Preserving Face Authentication Services
    Yuqin Zhang, Xiao Liu, Hui Zhang, Xuejun Li, Jia Xu and Frank Jiang
  • CWS_WIP_162: Royalty Distribution Models for Referable NFT-based Services
    Ruiqiang Li, John Le, Brian Yecies, Qin Wang and Shiping Chen
  • CWS_WIP_173: Mitigating Semantic Confusion in LLM-Integrated Web Services via Dynamic Dual-Stream Intent Matching
    Zhenghao Zhao, Qingwen Zeng, Yitian Yang and Huaming Chen
  • CWS_WIP_222: Adaptive Partition and Resource Allocation for Collaborative Inference Services in UAV Swarm
    Ying Dong, Jiebei Shi, Songwei Li, Yuzhou Gao, Yeping Zhu, Jianbing Zhang and Jiwei Huang
  • CWS_WIP_228: Toward Value-Aware Metadata for Extreme-Event Retrieval in Cloud-Native Climate Data Services
    Jiaming Tan, Chengcheng Shao, Xiaoyong Li, Xiang Zhu, Kaijun Ren, Shukai Chen and Yazhen Wang
  • CWS_WIP_52: HiCoSched: An Investigation of Scheduling Strategies for Online-Offline LLM Co-Serving via Hardware-Insensitive Backtesting
    Chang Xu, Zhen Chen, Chuxuan Zeng, Zhiyong Zhuo, Chun Fan and Tingting Long