ICWS Technical Program
July 7
July 8
July 9
July 10
July 11
July 12
July 13
July 7
ICWS Symposium on Services for Data & Model Ecosystems (SDME)
Session 1
9:00 – 10:10
Location: Madrid 5
Session Chair: Wei Zhang
Opening Remarks |
Ecosystem-Based Data Products and DaaS: Complexity Analysis and Design Considerations |
| Towards Automating Federated Data Governance Arif Wider, Katharine Jarmul and Atif Akhtar |
ICWS Workshop on Internet of Intelligent Service Systems (IISS)
Session 1
9:00 – 10:10
Location: Madrid 3
Session Chair: Jia Xu
Energy- and Cost-Oriented Optimization of Hybrid Coded Storage in Edge Caching Systems |
Meta data retrieval for data infrastructure via RAG |
| A Unified Data Ontology for Demand-driven Data Sharing in the DOA-based Data Ecosystem Fan Li and Shenghao Wang |
ICWS Symposium on Services for Data & Model Ecosystems (SDME)
Session 2
10:40 – 11:50
Location: Madrid 5
Session Chair: Wei Zhang
Towards Collecting Royalties for Copyrighted Data for Generative Models |
Assessing Adversarial Attacks in Real-World Fraud Detection |
GCPN: A Group Connected based Method for Continual Vertical Federated Recommender Systems in Data Ecosystems |
Data-Product Catalogues: Envisioning with Knowledge-Aware Natural Language Processing |
ICWS Workshop on Internet of Intelligent Service Systems (IISS)
Session 2
10:40 – 11:50
Location: Madrid 3
Session Chair: Yueshen Xu
Risk Matrix and D-S Theory Based Trustworthiness Assessment Method for Cloud Services |
Bidirectional Choice for Many-to-many Online Task Assignment in Mobile Crowdsourcing |
| A Lithium-ion Battery SOH Estimation Method Based on WT-EMD-Informer Model Jie Huang, Ting He, Yongxin Liao, Wenlong Zhu and Yingzhe Mao |
ICWS Workshop on Services Regulation & Governance (SRG)
Session 1
14:00 – 15:10
Location: Madrid 2
Session Chair: Li Kuang
Inivited Talk: Challenges in Intelligent Service Regulation |
HEDGE: Heterogeneous Semantic Dynamic Graph Framework for Log Anomaly Detection in Digital Service Network |
FastGCL: Fast Self-Supervised Graph Learning for Service Understanding |
D-PoA: A Consensus Algorithm for Medical Data SharingBased on Dynamic Scoring |
ICWS Symposium on Services for Data & Model Ecosystems (SDME)
Session 3
14:00 – 15:10
Location: Madrid 5
Session Chair: Wei Zhang
Towards a Policy Tuning Method for Data Ecosystems |
Panel discussion |
ICWS Workshop on Internet of Intelligent Service Systems (IISS)
Session 3
14:00 – 15:10
Location: Madrid 3
Session Chair: Xiaoliang Fan
UAV-as-a-Service for Robotic Edge System Resilience |
Lightweight Decentralized Federated Learning Framework for Heterogeneous Edge Systems |
| MedSync: A Multi-layered Medical Resource Management System with Cloud-edge Synergy Can Wang, Zibo Gao, Lindsay Wang, Yuejia Zhang, Hao Sun, Yue Tong and Ting Lyu |
ICWS Workshop on Services Regulation & Governance (SRG)
Session 2
15:40 – 16:50
Location: Madrid 2
Session Chair: Tiancheng Zhao
EE blockchain: End-to-end service regulation and efficient retrieval and categorization on the underlying level |
Deployment perspective of service pattern: Solve dynamic services with heterogeneous carrier description |
Horae: A Domain-Agnostic Modeling Language for Automating Multimodal Service Regulation |
Panel Discussion Claudio Ardagna, University of Milan |
ICWS Symposium on Services for Data & Model Ecosystems (SDME)
Session 4
15:40 – 16:50
Location: Madrid 5
Session Chair: Wei Zhang
Governance of Data Service Marketplace Under Service Ecosystem |
Multimodal Archival Data Ecosystems |
Transforming Data Product Generation through Federated Learning: A Visionary Approach |
ICWS Workshop on Internet of Intelligent Service Systems (IISS)
Session 4
15:40 – 16:50
Location: Madrid 3
Session Chair: Hongyue Wu
Proactive Detection of Physical Inter-rule Vulnerabilities in IoT Services Using a Deep Learning Approach |
Biased Random Walk based Web API Recommendation in Heterogeneous Network |
| Privacy Leakage Defense in Federated Learning Using Gradient Perturbation-based Dynamic Clipping Changsong Yang, Sirui Huang, Yong Ding, Chunhai Li and Hai Liang |
| An Incentive Algorithm for Cross-region Task Allocation based on Worker Coalition Under Mobile Crowdsourcing Kaige Jiang, Yang Gao, Peng Wang, Zhaolong Gao, Xiangrong Tong, Yingjie Wang and Zhipeng Cai |
July 8
ICWS 1: Service Discovery, Selection and Recommendation
14:00 – 15:10
Location: Espana II
Session Chair: Massimiliano Garda, University of Brescia
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation |
A General Complementary API Recommendation Framework based on Learning Model |
| User Profiling for Personalized Service Recommendation with Dual High-order Feature Learning Guobing Zou, Liangrui Wu, Shengxiang Hu, Song Yang, Chenyang Zhou, Yanglan Gan and Bofeng Zhang |
ICWS 3: Service Discovery, Selection and Recommendation
14:00 – 15:10
Location: Madrid 3
Session Chair: Xiao Ma, Beijing University of Posts & Telecommunications
Hyperbolic Contrastive Learning with Second Order Sampling for Collaborative Filtering |
Location-aware Collaborative Filtering and Feature Interaction Learning for QoS Prediction |
| Hierarchical Reinforcement Learning for Long-term Fairness in Interactive Recommendation Chongjun Xia, Xiaoyu Shi, Hong Xie, Quanliang Liu and Mingsheng Shang |
ICWS 2: Service Discovery, Selection and Recommendation
15:40 – 16:50
Location: Espana II
Session Chair: Massimiliano Garda, University of Brescia
DiffGCL: Diffusion model-based Graph Contrastive Learning for Service Recommendation |
DISS-CF: Direct Item Session Similarity Enhanced Collaborative Filtering Method for Recommendation |
| DST: Personalized Charging Station Recommendation for Electric Vehicles Based on Deep Reinforcement Learning and Spatio-Temporal Preference Analysis Xiaoying Fan, Yongqiang Gao and Fujun Zhang |
ICWS 4: Datasets & Benchmarking for Service Computing Community
15:40 – 16:50
Location: Madrid 3
Session Chair: Ying Liu, Northeastern University
RealWeb: A Benchmark for Universal Instruction Following in Realistic Web Services Navigation |
WebverseTest: A Standardized Benchmarking Framework for Web-Metaverse Integration |
| Complementarity Analysis of Cloud API Ecosystems: An Empirical Study on ProgrammableWeb and Huawei AppGallery datasets Xiaowei Liu, Mengmeng Sun, Wenhui Chen, Dianlong You, Limin Shen and Zhen Chen |
July 9
ICWS 5: Services Security, Privacy and Trust
14:00 – 15:10
Location: Espana II
Session Chair: Zhizong Liu, Yantai University
Privacy-preserving Searchable Encryption Based on Anonymization and Differential privacy |
Privacy-Preserving Approximate Calculation of Subgraphs in Social Networking Services |
| Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach Muhammad Jahanzeb Khan, Bo Fang, Gaetano Cimino, Stefano Cirillo, Dongfang Zhao and Lei Yang |
ICWS 8: Services Security, Privacy and Trust
14:00 – 15:10
Location: Madrid 3
Session Chair: Arif Wider, Hochschule für Technik & Wirtschaft (HTW) Berlin
Enhancing Predictive Process Monitoring with Sequential Graphs and Trace Attention |
RegGPT: A Tool for Cross-Domain Service Regulation Language Conversion |
| Towards Cross-Domain Multimodal Automated Service Regulation Systems Jianwei Yin, Tiancheng Zhao, Li Kuang |
ICWS 6: Services Security, Privacy and Trust
15:40 – 16:50
Location: Espana II
Session Chair: Zhizhong Liu, Yantai University
A Blockchain-Based Trust Framework for Service-Oriented Architecture |
A Secure and Lightweight Aggregation Method for Blockchain-based Distributed Federated Learning |
| IBC: An Integrated framework combining blockchain with BPMN choreography to enhance multi-party collaboration Xinzhe Shen, Zhongjie Wang, Jiale Luo, Haoqi Ruan, Hanchuan Xu, Mingyi Liu |
ICWS 9: Services Security, Privacy and Trust
15:40 – 16:50
Location: Madrid 3
Session Chair: Arif Wider, Hochschule für Technik & Wirtschaft (HTW) Berlin
TLSCG: Transfer Learning-Based Efficient Anomalous Smart Contract Generation to Empower Unknown Vulnerability Detection |
I Can Retrieve More than Images: Contrastive Stealing Attack against Deep Hashing Models |
| KAVe: A Knowledge-Based Multi-Agent System for Web Vulnerability Detection Rafael Ramires, Ana Respício and Ibéria Medeiros |
ICWS 7: Services Security, Privacy and Trust
17:00 – 18:10
Location: Espana II
Session Chair: In-Yong Ko, Korea Advanced Institute of Science & Technology (KAIST)
A Transparent Certification Scheme Based on Blockchain for Service-Based Systems |
TuneChain: An Online Configuration Auto-Tuning Approach for Permissioned Blockchain Systems |
Blockchain-based Privacy-preserving Data Service Provisioning for Internet of Things |
ICWS 10: Services Security, Privacy and Trust
17:00 – 18:10
Location: Madrid 3
Session Chair: Huang Bing, Nanyang Technological University
Secure Service-Oriented Contract Based Incentive Mechanism Design in Federated Learning via Deep Reinforcement Learning |
Detection and Defense of Cache Pollution Attack Using State Transfer Matrix in Named Data Networks |
Secure Causal Reasoning on Coarsened Graph for Privacy-aware Social Web Services |
July 10
ICWS 11: Service Applications beyond the Web
14:00 – 15:10
Location: Madrid 2
Session Chair: Huang Bing, Nanyang Technological University
Accurate Anomaly Detection Leveraging Knowledge-enhanced GAT |
Efficient Log-based Anomaly Detection with Knowledge Distillation |
Anomaly Detection and Root Cause Analysis of Microservices Energy Consumption |
ICWS 13: Service Applications beyond the Web
14:00 – 15:10
Location: Madrid 3
Session Chair: Hongyue Wu, Tianjin University
Learning Dynamic Knowledge Graph Embedding in Evolving Service Ecosystems via Meta-Learning |
Beyond Traditional Metrics: The Power of Value Entropy in Multidimensional Evaluation of the Service Ecosystem |
A Two-level Learning Approach for Achieving the Sustainable Development of Service Ecosystem |
ICWS 12: Service Applications beyond the Web
15:40 – 16:50
Location: Madrid 2
Session Chair: Hongyue Wu, Tianjin University
Timeliness-selective Incentive Federated Crowdsourcing |
Decentralized PKI Framework for Data Integrity in Spatial Crowdsourcing Drone Services |
QoE Aware Online Auction Mechanism for UAV-enabled Crowd Sensing and Offloading |
ICWS 14: Service Applications beyond the Web
15:40 – 16:50
Location: Madrid 3
Session Chair: Puwei Wang, Renmin University of China
Resource Aware Multi-User Task Offloading In Mobile Edge Computing |
Multi-objective computation offloading scheme based on user privacy protection |
Deep Reinforcement Learning based Reliability-aware Resource Placement and Task Offloading in Edge Computing |
July 11
ICWS 15: Service Applications beyond the Web
9:00 – 10:10
Location: Madrid 2
Session Chair: Li Duan, Beijing Jiaotong University
Profit-Aware Task Allocation in Satellite Computing |
Moirai: Optimizing Quantum Serverless Function Orchestration via Device Allocation and Circuit Deployment |
A Novel Structured Task Scheduling Approach in Satellite Edge Computing Environments |
ICWS 20: Services Security, Privacy and Trust
9:00 – 10:10
Location: Madrid 3
Session Chair: Shuang Yu, Harbin Institute of Technology
JOSC: A Joint Model for Detecting Out-of-distribution Services based on Supervised Contrastive Learning |
D2D Service Provisioning Mechanism for Content Sharing |
Adaptive Clipping and Distillation Enabled Federated Unlearning |
ICWS 16: Service Applications beyond the Web
10:40 – 11:50
Location: Madrid 2
Session Chair: Li Duan, Beijing Jiaotong University
Collect Fresh Data@Edge: with Freshness-Sensitive Server Placement & Traffic Management Strategies |
Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing |
A Hybrid Method to Interest-informed and Mobility-aware Mobile Service Migration in Edge Computing |
ICWS 21: Generative AI in Web Services
10:40 – 11:50
Location: Madrid 3
Session Chair: Shuang Yu, Harbin Institute of Technology
OptLLM: Optimal Invocation Strategy of LLM Services |
Edge-LLM: A Collaborative Framework for Large Language Model Serving in Edge Computing |
LLM-MHR: A LLM-Augmented Multimodal Hashtag Recommendation Algorithm |
ICWS 17: Service Applications beyond the Web
14:00 – 15:10
Location: Madrid 2
Session Chair: Yutao Ma, Central China Normal University
TEDC: Temporal-aware Edge Data Caching with Specified Latency Preference |
Bio-CEC: A Secure and Efficient Cloud-Edge Collaborative Biometric System using Cancelable Biometrics |
Dimac: Dynamic Integrity Measurement Architecture for Containers with ARM TrustZone |
ICWS 22: Generative AI in Web Services
14:00 – 15:10
Location: Madrid 3
Session Chair: TBA
Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction |
VELO: A Vector Database-Assisted Cloud-Edge Collaborative LLM QoS Optimization Framework |
LLM-powered Zero-shot Online Log Parsing |
ICWS 18: Service Applications beyond the Web [IoT Services]
15:40 – 16:50
Location: Madrid 2
Session Chair: Xiang He, Harbin Institute of Technology
Multi-Vision Services Acceleration Framework for IoT Devices |
Dynamic Optimization for Trade-off in Hyperledger Fabric towards Latency-Sensitive IoT Services |
Impact Conflict Detection of IoT Services in Multi-resident Smart Homes |
ICWS 23: Services Composition
15:40 – 16:50
Location: Madrid 3
Session Chair: Huijun Tang, Hangzhou Dianzi University
DDRM: Distributed Drone Reputation Management for Trust and Reliability in Crowdsourced Drone Services |
ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics |
Is it Worth Migrating from Monolith to Microservices? An Experience Report on Performance, Availability and Energy Usage |
ICWS 19: Service Applications beyond the Web
17:00 – 18:10
Location: Madrid 2
Session Chair: Xiang He, Harbin Institute of Technology
Providing Sustainable Unmanned Facial Detection and Recognition Service on Edge |
| FunLess: Functions-as-a-Service for Private Edge Cloud Systems Giuseppe De Palma, Saverio Giallorenzo, Jacopo Mauro, Matteo Trentin and Gianluigi Zavattaro |
Parallelism-Aware Service Function Chain Placement for Delay-sensitive IoT Applications with VNF Reuse in Mobile Edge Computing |
| Energy-Aware Service Migration in End-Edge-Cloud Collaborative Networks Jiangwei Li, Zhangbing Zhou, Deng Zhao, Zhensheng Shi, Lin Meng and Walid Gaaloul |
ICWS 24: Machine Learning and AI in Service Systems
17:00 – 18:10
Location: Madrid 3
Session Chair: Huijun Tang, Hanzhou Dianzi University
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks |
| MT4SC: A User-Behavior-Sequence-Aware Metamorphic Testing Approach for Smart Contracts Yuanrui Ji, Chang-Ai Sun, Xinhui Zheng and Huai Liu |
G-Cause: Parameter-free Global Diagnosis for Hyperscale Web Service Infrastructures |
July 12
ICWS 25: Services QoS Management
9:00 – 10:10
Location: Madrid 2
Session Chair: Zhengzhe Xiang, Hangzhou City University
| Collaborative Resource Management and Workloads Scheduling in Cloud-Assisted Mobile Edge Computing across Timescales Lujie Tang, Minxian Xu, Kejiang Ye and Chengzhong Xu |
| SFSM: A Serverless Function Scheduling Method for FaaS Applications over Edge Computing Hao Tian, Cheng Chen, Fei Dai and Wanchun Dou |
| Proactive Elastic Scheduling for Serverless Ensemble Inference Services Shikun He, Binbin Feng and Zhijun Ding |
ICWS 30: Service Adaptability and Management
9:00 – 10:10
Location: Madrid 3
Session Chair: TBA
| FuncScaler: Cold-Start-Aware Holistic Autoscaling for Serverless Resource Management Shijie Song, Haogang Tong, Chunyang Meng, Maolin Pan and Yang Yu |
| Self-Adaptive Service Selection for Machine Learning Continuous Delivery Mostafa Hadadian Nejad Yousefi, Victoria Degeler and Alexander Lazovik |
| Information Diffusion Prediction Based on User Behavior Characteristics Hongyun Cai, Ao Zhao, Chuan Feng and Xun Li |
ICWS 26: Services QoS Management
10:40 – 11:50
Location: Madrid 2
Session Chair: Zhengzhe Xiang, Hangzhou City University
| QoS Optimization via Computation Offloading in Metaverse Environment Zhiyuan Ge, Pengcheng Zhang, Huiying Jin, Hai Dong, Shunhui Ji, Jiajia Li and Qi Wang |
| Less: Large-scale Workload Forecasting Model Based on Multiple Sequence Compression Zeyuan Ding, Binbin Feng, Wangyang Yu and Bolan Zhang |
| Optimized MARL for Latency-Sensitive Collaborative Service Placement in Edge Computing Guoqiang Liu, Xiaolong Xu, Xiyuan Xu, Xinyue Ji, Lianyong Qi and Xuyun Zhang |
ICWS 31: Hybrid
10:40 – 11:50
Location: Madrid 3
Session Chair: Minxian Xu, Chinese Academy of Sciences
| Leveraging Large Language Models for Data Service Discovery Devis Bianchini, Massimiliano Garda, Michele Melchiori and Anisa Rula |
| LogRAG: Semi-Supervised Log-based Anomaly Detection with Retrieval-Augmented Generation Wanhao Zhang, Qianli Zhang, Enyu Yu, Yuxiang Ren, Yeqing Meng, Mingxi Qiu and Jilong Wang |
| Mitigating the Data Communication Overhead in Microservice-based Data-intensive Systems Puwei Wang, Ruiheng Liu, Bo Liu, Keman Huang and Xiaoyong Du |
| Dynamic Switching Algorithm for Runtime Types of Microservices Li Kang, Binbin Feng and Zhijun Ding |
| SECTest: A Framework for QoS of Integration Testing in Satellite Edge Clouds Guogen Zeng, Juan Luo, Yufeng Zhang, Ying Qiao and Shuyang Teng |
| ServiceCoder：A Service Computing Code Large Language Model Yue Chen, Lei Yu, Xiang Zhou, Huafeng Su, Junhua Liu, Ning Li and Yuhang Wang |
ICWS 27: Services Composition
14:00 – 15:10
Location: Madrid 2
Session Chair: Jia Xu, Anhui University
| COMB: Interconnected Transformers-Based Autoencoder for Multi-Perspective Business Process Anomaly Detection Wei Guan, Jian Cao, Yan Yao, Yang Gu and Shiyou Qian |
| MDD: Process Drift Detection in Event Logs Integrating Multiple Perspectives Yunuo Cao, Leilei Lin, Ying Di, Xiaohe Li and Wenlong Chen |
| F2C2T: A Freeze-Free Cross-chain Transfer Consistency Guarantee Mechanism for Data Asset with Associations Xinping Min, Wenquan Li, Lanju Kong, Qingzhong Li, Wei Guo and Yuan Liu |
ICWS 32: Services Security, Privacy and Trust
14:00 – 15:10
Location: Madrid 3
Session Chair: Kang Wei, The Hong Kong Polytechnic University
| FedPartial: Enabling Model-Heterogeneous Federated Learning via Partial Model Transmission and Aggregation Changkun Jiang, Jiahao Chen, Lin Gao and Jianqiang Li |
| A novel backdoor scenario target the vulnerability of Prompt-as-a-Service for code intelligence models Yujie Fang, Zhiyong Feng, Guodong Fan and Shizhan Chen |
| FuzzFabric: A Scalable Grey-box Fuzzing Framework for Polymorphic Network Services Bo Yu, Lei Zhou, Chengnuo Cai, Qiang Yang, Yaojia Yang, Runhao Liu, Lei Luo, Wenyu Long and Lianghua Gong |
ICWS Symposium on Graph Data Mining for Services – Session 1
14:00 – 15:10
Location: Madrid 7
Session Chair: Hao Tian, Nanjing University
| Transformer-based Graph Neural Networks for Battery Range Prediction in AIoT Battery-Swap Services Zhao Li, Yang Liu, Chuan Zhou, Xuanwu Liu, Xuming Pan, Buqing Cao, Xindong Wu |
ICWS 28: Services Composition
15:40 – 16:50
Location: Madrid 2
Session Chair: Jia Xu, Anhui University
| “How Can I Be of Service?”—A Comprehensive Analysis of Web Service Integration Practices Siddhi Baravkar, Olivia Pellegrini, Pratiksha Gaikwad, Zheng Song and Eli Tilevich |
| VPCS: Verifiable Query Scheme for Privacy-preserving Constrained Shortest Path over Encrypted Graph Data Shiyun He, Hongfa Ding, Tian Tian, Hai Liu and Heling Jiang |
| Edge-Mapping of Service Function Trees for Sensor Event Processing Babar Shahzaad, Alistair Barros and Colin Fidge |
ICWS 33: Services Optimization
15:40 – 16:50
Location: Madrid 3
Session Chair: Kang Wei, The Hong Kong Polytechnic University
| Signal-Based Approach for Reliable Drone Swarm Delivery Balsam Alkouz, Athman Bouguettaya, Abdallah Lakhdari and Sami Yangui |
| A Self-organizing Collaborative Crowdsourcing Framework for Improving Service Utility Shipeng Wang, Xudong Lu, Lizhen Cui and Qingzhong Li |
| FlowRCA: Enhancing Microservice Reliability with Non-invasive Root Cause Analysis Zhikang Wu, Lei Zhang, Danyang Chen, Zhigang Wang, Jing Wang, Yuhan Jing, Bo He, Qi Qi and Jingyu Wang |
| Scalable Complex Scene Understanding for Edge Computing Nanxi Chen, Lili Liu, Xu Wang, Jiamao Li and Xiaolin Zhang |
ICWS Symposium on Graph Data Mining for Services – Session 2
15:40 – 16:50
Location: Madrid 7
Session Chair: Hao Tian, Nanjing University
| The Open Story Model (OSM): Transforming Big Data into Interactive Narratives Fariba Lotfi, Amin Beheshti, Mansour Jamzad, Hamid Beigy, Jia Wu and Philip S. Yu |
| Graph Anomaly Detection in Programmable Logic Controllers Based on Service Computing Huifeng Wu, Junjie Hu, Xi Tian, Zeyun Xiao, Danfeng Sun and Rene Simon |
ICWS 29: Services Security, Privacy and Trust
17:00 – 18:10
Location: Madrid 2
Session Chair: TBA
| Spherical Projection Based Clustering Algorithm for Cooperative Sweep Coverage in Crowdsourcing Yucen Gao, Xikai Wei, Hui Gao, Qun Li, Xiaofeng Gao and Guihai Chen |
| Length Controllable Model for Images and Texts Summarization Yu Weng, Xiangyu Qu, Xuan Liu, Xuming Ye, Zheng Liu and Guixian Xu |
| MeDiC: Metasearch Service on Distributed Confidential Data Wenchun Jing, Jingru Yang, Yun Ma, Yi Liu and Chaoran Luo |
ICWS 34: Services Discovery, Selection and Recommendation
17:00 – 18:10
Location: Madrid 3
Session Chair: TBA
| A Node Type and Logs Combination-based Recommendations for Business Process Modeling Yanpan Pei, Yuanyuan Zhou, Qingyuan Wang and Zhijun Ding |
| QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing Hongchen Cao, Xinrui Liu, Hengquan Guo, Jingzhu He and Xin Liu |
| Road Network Enhanced Traffic Flow Prediction Service Yusheng Mei and Zhuofeng Zhao |
ICWS Symposium on Graph Data Mining for Services – Session 3
17:00 – 17:35
Location: Madrid 7
Session Chair: Hao Tian, Nanjing University
| A Debiased Graph Clustering Approach Using Dual Contrastive Learning Kuang Gao, Mukun Chen, Chuang Liu, Shan Xue, Zhenyu Qiu, Ting Ren, Xiaohua Jia and Wenbin Hu |
July 13
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Planck: Optimizing LLM Inference Performance in Pipeline Parallelism with Fine-Grained SLO Constraint Yanying Lin, Shijie Peng, Shuaipeng Wu, Yanbo Li, Chengzhi Lu, Chengzhong Xu and Kejiang Ye |
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VAIDE: Virtual AI Designer for Web3D Exhibition Layout Creation Bixiao Zhao, Nanxi Chen, Jinyuan Jia, Xiaohen Li and Enyang Feng |
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LogGenius: An Unsupervised Log Parsing Framework with Zero-shot Prompt Engineering Xian Yu, Shengxi Nong, Dongbiao He, Weijie Zheng, Teng Ma, Ning Liu, Jianhui Li and Gaogang Xie |
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Harnessing GPT for Data Transformation Tasks Skander Ghazzai, Daniela Grigori, Boualem Benatallah and Raja Rebai |
| EDSS: An Exemplar Dataset Search Service over Encrypted Spatial Datasets Pengyue Li, Hua Dai, Jie Sun, Sheng Wang, Wenzhe Yang and Geng Yang |
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Dynamic Provisioning of REST APIs for Model Management Adiel Tuyishime, Francesco Basciani, Javier Luis Cánovas Izquierdo and Ludovico Iovino |
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CertRV: an Efficient Certificate Revocation Scheme via Consortium Blockchain, Chameleon Hash and Cuckoo Filter Huiying Zhang, Yuxian Chen and Wei Ren |
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DPPR: A Dynamic, Privacy-Preserving Scheme for Reputation-Based Blockchain Yun Hao, Jingyu Wang, Lixin Liu, Yongxing Du, Zetian Zhang and Hanqing Yang |
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HiDRA: A Hierarchical Decentralized Reactive Autoscaler for Spatio-temporal Bursts of Load Eunchan Park, Kyeongdeok Baek and In-Young Ko |
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Multi-interest Awareness Model for Session-based Recommendation Caihong Mu, Jiahuan Chen, Yunlong Chen and Yi Liu |
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QoS Prediction Method via Multi-Task Learning for Web Service Recommendation Jinyu Wang, Xing Zhang, Qinjing Wang, Wenguang Zheng and Yingyuan Xiao |
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HyLoReF: A Reputation Based QoS Prediction Framework using Hybrid Location Information Xia Chen, Yugen Du, Fan Chen, Hanting Wang, Yingwei Luo, Benchi Ma and Guoxing Tang |
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Wind-Aware Service Provision Strategy for Multi-Package Drone Delivery Hao Liu, Jia Xu, Xiao Liu and Xuejun Li |
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How “Like-minded Peers” Enhanced Session-Based Social Recommendation Yunhan Li, Chunyan An, Qiang Yang, Winston K.G. Seah and Conghao Yang |
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Studying timed aspects for cloud configuration management tools: validation and recommendations for safe execution Evgenii Vinarskii, Natalia Kushik and Djamal Zeghlache |
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ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation Qifeng Bai, Nankai Lin, Junheng He, Zhijin Chen, Dong Zhou and Aimin Yang |
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Personalized Privacy Protection Incentive Mechanism for Mobile Crowdsourcing based on Homomorphic Encryption and Edge Computing Yingxin Li, Weilong Wang, Ying Jie Wang, Peiyong Duan, Xiangrong Tong and Cai Zhipeng |
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Non-Subjective Trust Mechanism for Online Ride-Hailing Services Wei Tong, Xuewen Dong, Weidong Yang, Yulong Shen, Chao Yang and Zesong Dong |
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Privacy-Preserving Cross-Organization Process Mining Based on Blockchain and Cryptography Shuaipeng Zhang, Lanju Kong, Yongqing Zheng, Cong Liu and Lizhen Cui |
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EclipseFortify: Imperceptible Shuffle-Based Moving Target Defense for Budget-Friendly Web Service DDoS Protection Lin Yan, Zan Zhou, Shujie Yang and Changqiao Xu |
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JointFlow: Optimizing Service Deployment for Large-Scale Model Workflows in JointCloud Rui Li, Peichang Shi, Huaimin Wang and Shuen Cheng |
| HMUR: A Two-Stage Heuristic for UAV Scheduling in Mobile Edge Computing with Time Window Constraints Guangrui Liu, Xia Zhu, Long Chen and Xin Li |
| Anomaly Detection Service for Sensor Stream Data based on Lag-correlation Analysis Zhongmei Zhang, Shuai Zhang, Meng Yang and Zhongguo Yang |
| A Blockchain-based Service for Public Sector Governance Jiayue Li, Min Zhang, Xiaofeng Jia and Dingding Lin |
| GasTrace: Detecting Sandwich Attack Malicious Accounts in Ethereum Zekai Liu, Xiaoqi Li, Hongli Peng and Wenkai Li |
| Privacy-First Crowdsourcing: Blockchain and Local Differential Privacy in Crowdsourced Drone Services Junaid Akram and Ali Anaissi |
