IEEE Transactions on Services Computing最新文献

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Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge 边缘生物特征认证的隐私保护和可验证联邦学习框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-21 DOI: 10.1109/tsc.2026.3686112
Hao Zhou, Lin Li, Hua Dai, Geng Yang, Fusen Guo, Chao Chen
{"title":"Privacy-Preserving and Verifiable Federated Learning Framework for Biometric Authentication at the Edge","authors":"Hao Zhou, Lin Li, Hua Dai, Geng Yang, Fusen Guo, Chao Chen","doi":"10.1109/tsc.2026.3686112","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686112","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"18 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147731793","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
HyDK: A Hybrid DRL-KKT Framework for Latency-Critical Service Placement with Multi-Source Synchronization HyDK:多源同步延迟关键服务放置的混合DRL-KKT框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-21 DOI: 10.1109/tsc.2026.3686168
Zhenli He, Xiaolong Zhai, Mingxiong Zhao, Wei Zhou, Keqin Li
{"title":"HyDK: A Hybrid DRL-KKT Framework for Latency-Critical Service Placement with Multi-Source Synchronization","authors":"Zhenli He, Xiaolong Zhai, Mingxiong Zhao, Wei Zhou, Keqin Li","doi":"10.1109/tsc.2026.3686168","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686168","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"77 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147731790","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
Shielding Federated Learning Services From a Novel Stealthy Label-Flipping Attack Exposing Membership 保护联邦学习服务免受一种暴露成员关系的新型隐形标签翻转攻击
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-21 DOI: 10.1109/tsc.2026.3686135
Geetanjli Sharma, M.A.P. Chamikara, Mohan Baruwal Chhetri, Yi-Ping Phoebe Chen
{"title":"Shielding Federated Learning Services From a Novel Stealthy Label-Flipping Attack Exposing Membership","authors":"Geetanjli Sharma, M.A.P. Chamikara, Mohan Baruwal Chhetri, Yi-Ping Phoebe Chen","doi":"10.1109/tsc.2026.3686135","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686135","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"14 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147731792","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
AdaFUN: Enhancing Federated Unlearning with Adaptive Local Step in Edge Computing AdaFUN:利用自适应局部步进增强边缘计算中的联邦学习
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-20 DOI: 10.1109/tsc.2026.3685363
Zhenguo Ma, Yanjing Sun, Hongli Xu, Jianchun Liu, Bowen Wang, Kaiwen Dong, Zixuan He
{"title":"AdaFUN: Enhancing Federated Unlearning with Adaptive Local Step in Edge Computing","authors":"Zhenguo Ma, Yanjing Sun, Hongli Xu, Jianchun Liu, Bowen Wang, Kaiwen Dong, Zixuan He","doi":"10.1109/tsc.2026.3685363","DOIUrl":"https://doi.org/10.1109/tsc.2026.3685363","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"21 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725601","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
FedAtlas: a Privacy-Enhanced Federated Multi-Task Learning Framework Driven by Semantic Communication for Dual Heterogeneity FedAtlas:一种基于语义通信的增强隐私的联邦多任务学习框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-20 DOI: 10.1109/tsc.2026.3685997
Xinyu Fu, Jiaqi Zhu, Xiaoding Wang, Xu Yang, Xuechao Yang, Jiwu Shu
{"title":"FedAtlas: a Privacy-Enhanced Federated Multi-Task Learning Framework Driven by Semantic Communication for Dual Heterogeneity","authors":"Xinyu Fu, Jiaqi Zhu, Xiaoding Wang, Xu Yang, Xuechao Yang, Jiwu Shu","doi":"10.1109/tsc.2026.3685997","DOIUrl":"https://doi.org/10.1109/tsc.2026.3685997","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"23 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725602","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
PrivTI: Efficient End-to-End Privacy-Preserving Inference for Transformer-based Models in MLaaS MLaaS中基于变压器模型的高效端到端隐私保护推理
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-17 DOI: 10.1109/tsc.2026.3685039
Mingshun Luo, Haolei He, Wenti Yang, Meng Li, Longfei Wu, Zijian Zhang, Zhitao Guan
{"title":"PrivTI: Efficient End-to-End Privacy-Preserving Inference for Transformer-based Models in MLaaS","authors":"Mingshun Luo, Haolei He, Wenti Yang, Meng Li, Longfei Wu, Zijian Zhang, Zhitao Guan","doi":"10.1109/tsc.2026.3685039","DOIUrl":"https://doi.org/10.1109/tsc.2026.3685039","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"23 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708692","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
HSSCOA: Constant-Round Secure Collaborative Analytics on Secret-Shared Database 秘密共享数据库的恒轮安全协同分析
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-17 DOI: 10.1109/tsc.2026.3685314
Jiehang Zhuang, Zoe Lin Jiang, Jianting Ning, Peng Yang, Siu-Ming Yiu, Chuanyi Liu, Junbin Fang, Xuan Wang
{"title":"HSSCOA: Constant-Round Secure Collaborative Analytics on Secret-Shared Database","authors":"Jiehang Zhuang, Zoe Lin Jiang, Jianting Ning, Peng Yang, Siu-Ming Yiu, Chuanyi Liu, Junbin Fang, Xuan Wang","doi":"10.1109/tsc.2026.3685314","DOIUrl":"https://doi.org/10.1109/tsc.2026.3685314","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"1 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708688","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
PAHPA: Revolutionizing Kubernetes Autoscaling with Integrated Predictive Analytics and Real-Time Monitoring PAHPA:通过集成预测分析和实时监控彻底改变Kubernetes自动伸缩
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-17 DOI: 10.1109/tsc.2026.3685325
Junwei Xiao, Fan Yang, Wei Ai, Tao Meng, Guoqi Xie
{"title":"PAHPA: Revolutionizing Kubernetes Autoscaling with Integrated Predictive Analytics and Real-Time Monitoring","authors":"Junwei Xiao, Fan Yang, Wei Ai, Tao Meng, Guoqi Xie","doi":"10.1109/tsc.2026.3685325","DOIUrl":"https://doi.org/10.1109/tsc.2026.3685325","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"22 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708689","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
Online Microservice Deployment in Edge Networks via Multiobjective Deep Reinforcement Learning 基于多目标深度强化学习的边缘网络在线微服务部署
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-16 DOI: 10.1109/tsc.2026.3683756
Yueshen Xu, Fanghao Zeng, Qingshan Li, Xinkui Zhao, Wei Shao, Shuiguang Deng, Rui Li
{"title":"Online Microservice Deployment in Edge Networks via Multiobjective Deep Reinforcement Learning","authors":"Yueshen Xu, Fanghao Zeng, Qingshan Li, Xinkui Zhao, Wei Shao, Shuiguang Deng, Rui Li","doi":"10.1109/tsc.2026.3683756","DOIUrl":"https://doi.org/10.1109/tsc.2026.3683756","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"24 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695759","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
Decentralized Load Balancing in Urban Edge computing with Spatial Modeling 基于空间建模的城市边缘计算分散负载均衡
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-16 DOI: 10.1109/tsc.2026.3684620
Liqiang Xu, Gaofeng Zhang, Qiang He, Benzhu Xu, Wenming Wu, Liping Zheng
{"title":"Decentralized Load Balancing in Urban Edge computing with Spatial Modeling","authors":"Liqiang Xu, Gaofeng Zhang, Qiang He, Benzhu Xu, Wenming Wu, Liping Zheng","doi":"10.1109/tsc.2026.3684620","DOIUrl":"https://doi.org/10.1109/tsc.2026.3684620","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"45 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695755","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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