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IEEE Transactions on Services Computing最新文献

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PMLSF: A Privacy-Preserving Machine Learning Service Framework for Efficient Task Allocation in Mobile Crowdsensing PMLSF：一种保护隐私的机器学习服务框架，用于移动众测中高效的任务分配
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-16 DOI: 10.1109/tsc.2026.3684881
Zeyuan Li, Xuechi Chen, Yuxin Liu, Neal N. Xiong, Houbing Herbert Song, Tian Wang
{"title":"PMLSF: A Privacy-Preserving Machine Learning Service Framework for Efficient Task Allocation in Mobile Crowdsensing","authors":"Zeyuan Li, Xuechi Chen, Yuxin Liu, Neal N. Xiong, Houbing Herbert Song, Tian Wang","doi":"10.1109/tsc.2026.3684881","DOIUrl":"https://doi.org/10.1109/tsc.2026.3684881","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"25 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Age-Aware Big Data Query Evaluation for Analytic Services in Serverless Edge Clouds 无服务器边缘云分析服务的年龄感知大数据查询评估
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-16 DOI: 10.1109/tsc.2026.3683746
Zichuan Xu, Lin Wang, Qiufen Xia, Weifa Liang, Wenhao Ren, Pengyuan Xu, Hao Li
{"title":"Age-Aware Big Data Query Evaluation for Analytic Services in Serverless Edge Clouds","authors":"Zichuan Xu, Lin Wang, Qiufen Xia, Weifa Liang, Wenhao Ren, Pengyuan Xu, Hao Li","doi":"10.1109/tsc.2026.3683746","DOIUrl":"https://doi.org/10.1109/tsc.2026.3683746","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"56 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
NER-AD: Noise-Robust Reconstruction Enhanced by Representation-Learning for Metric Anomaly Detection in Online Service Systems 基于表示学习的在线服务系统度量异常检测的噪声鲁棒重建
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-16 DOI: 10.1109/tsc.2026.3684516
Hongyi Liu, Xiaosong Huang, Mengxi Jia, Tong Jia, Zhonghai Wu, Ying Li, Yajie Wang, Yu-an Tan, Leihuang Zhu, Wanlei Zhou
{"title":"NER-AD: Noise-Robust Reconstruction Enhanced by Representation-Learning for Metric Anomaly Detection in Online Service Systems","authors":"Hongyi Liu, Xiaosong Huang, Mengxi Jia, Tong Jia, Zhonghai Wu, Ying Li, Yajie Wang, Yu-an Tan, Leihuang Zhu, Wanlei Zhou","doi":"10.1109/tsc.2026.3684516","DOIUrl":"https://doi.org/10.1109/tsc.2026.3684516","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"65 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Hierarchical GNN-based Multi-Agent Framework for Workflow Scheduling in Hybrid Clouds Considering Privacy Constraints 考虑隐私约束的混合云工作流调度分层gnn多智能体框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-09 DOI: 10.1109/tsc.2026.3682644
Yan Gu, Hanlin Zhou, Cong Liu, Fang Fang, Zhiming Zhao, Georgios Theodoropoulos, Long Cheng
{"title":"A Hierarchical GNN-based Multi-Agent Framework for Workflow Scheduling in Hybrid Clouds Considering Privacy Constraints","authors":"Yan Gu, Hanlin Zhou, Cong Liu, Fang Fang, Zhiming Zhao, Georgios Theodoropoulos, Long Cheng","doi":"10.1109/tsc.2026.3682644","DOIUrl":"https://doi.org/10.1109/tsc.2026.3682644","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"9 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147664193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DUAL: A Federated Unsupervised Anomaly Detection Framework for Collaborative Business Processes DUAL：用于协作业务流程的联邦无监督异常检测框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-09 DOI: 10.1109/tsc.2026.3682348
Wei Guan, Jian Cao, Haiyan Zhao, Jianqi Gao, Shiyou Qian
{"title":"DUAL: A Federated Unsupervised Anomaly Detection Framework for Collaborative Business Processes","authors":"Wei Guan, Jian Cao, Haiyan Zhao, Jianqi Gao, Shiyou Qian","doi":"10.1109/tsc.2026.3682348","DOIUrl":"https://doi.org/10.1109/tsc.2026.3682348","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"430 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147664194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combating Free-Riding in AIGC Service System: a Decentralized Reputation-based Model Management Approach 打击AIGC服务体系中的搭便车行为：基于分散式声誉的模式管理方法
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-03 DOI: 10.1109/tsc.2026.3680581
Jiajia Jiang, Moting Su, Fengshu Li, Xiangli Xiao, Yushu Zhang
{"title":"Combating Free-Riding in AIGC Service System: a Decentralized Reputation-based Model Management Approach","authors":"Jiajia Jiang, Moting Su, Fengshu Li, Xiangli Xiao, Yushu Zhang","doi":"10.1109/tsc.2026.3680581","DOIUrl":"https://doi.org/10.1109/tsc.2026.3680581","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"29 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147617433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Collaborative Orchestration of Microservices and AI Services in Edges: A Dual-Time-Scale Reinforcement Learning Approach 边缘微服务和人工智能服务的协同编排：双时间尺度强化学习方法
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-02 DOI: 10.1109/tsc.2026.3680248
Kai Peng, Junhui Hu, Zhiyu Wang, Yi Hu, Menglan Hu, Zehui Xiong, Zhe Chen
{"title":"Collaborative Orchestration of Microservices and AI Services in Edges: A Dual-Time-Scale Reinforcement Learning Approach","authors":"Kai Peng, Junhui Hu, Zhiyu Wang, Yi Hu, Menglan Hu, Zehui Xiong, Zhe Chen","doi":"10.1109/tsc.2026.3680248","DOIUrl":"https://doi.org/10.1109/tsc.2026.3680248","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"5 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147598836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Privacy-Preserving Service Migration for Multi-User Metaverse Environments 多用户元环境下保护隐私的服务迁移
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-02 DOI: 10.1109/tsc.2026.3680349
Huiying Jin, Zhiyuan Ge, Hai Dong, Pengcheng Zhang, Jian Zhou, Fu Xiao, Athman Bouguettaya
{"title":"Privacy-Preserving Service Migration for Multi-User Metaverse Environments","authors":"Huiying Jin, Zhiyuan Ge, Hai Dong, Pengcheng Zhang, Jian Zhou, Fu Xiao, Athman Bouguettaya","doi":"10.1109/tsc.2026.3680349","DOIUrl":"https://doi.org/10.1109/tsc.2026.3680349","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"19 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147598834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Latency Uncertainty-aware User Allocation in Mobile Edge Computing 移动边缘计算中感知延迟不确定性的用户分配
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-01 DOI: 10.1109/tsc.2026.3676719
Ruikun Luo, Peng Jin, Qiang He, Feifei Chen, Song Wu, Hai Jin, Yun Yang
{"title":"Latency Uncertainty-aware User Allocation in Mobile Edge Computing","authors":"Ruikun Luo, Peng Jin, Qiang He, Feifei Chen, Song Wu, Hai Jin, Yun Yang","doi":"10.1109/tsc.2026.3676719","DOIUrl":"https://doi.org/10.1109/tsc.2026.3676719","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"114 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147598835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LEMON: LLM-Enabled Monitoring for Microservices Orchestration LEMON：支持llm的微服务编排监控
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-03-31 DOI: 10.1109/tsc.2026.3679374
Markus Götz, Hojjat Baghban, Patrizio Dazzi, Omer Rana
{"title":"LEMON: LLM-Enabled Monitoring for Microservices Orchestration","authors":"Markus Götz, Hojjat Baghban, Patrizio Dazzi, Omer Rana","doi":"10.1109/tsc.2026.3679374","DOIUrl":"https://doi.org/10.1109/tsc.2026.3679374","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"43 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147586746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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