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IEEE Transactions on Services Computing最新文献

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Skillchain: A Service-Oriented Blockchain Platform for Secure and Scalable Microcredential Management 技能链：面向服务的安全可扩展微证书管理平台
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-27 DOI: 10.1109/tsc.2026.3687732
Andrzej Wilczyński, Kamil Budzik
{"title":"Skillchain: A Service-Oriented Blockchain Platform for Secure and Scalable Microcredential Management","authors":"Andrzej Wilczyński, Kamil Budzik","doi":"10.1109/tsc.2026.3687732","DOIUrl":"https://doi.org/10.1109/tsc.2026.3687732","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"69 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147752801","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
Crowdsourcing Feature Selection via a Distributed Evolutionary Algorithm 基于分布式进化算法的众包特征选择
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-27 DOI: 10.1109/tsc.2026.3688040
Shu-Rui Liang, Feng-Feng Wei, Qiu-Zhen Lin, Wen-Jian Luo, Wei-Neng Chen
{"title":"Crowdsourcing Feature Selection via a Distributed Evolutionary Algorithm","authors":"Shu-Rui Liang, Feng-Feng Wei, Qiu-Zhen Lin, Wen-Jian Luo, Wei-Neng Chen","doi":"10.1109/tsc.2026.3688040","DOIUrl":"https://doi.org/10.1109/tsc.2026.3688040","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"25 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147752802","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
Enhancing MLLMs for Online Understanding in Video Services via Preference Optimization 基于偏好优化的在线理解视频服务mlm
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-24 DOI: 10.1109/tsc.2026.3687026
Qi Qi, Yixiao He, Menghao Zhang, Haifeng Sun, Pengfei Ren, Huazheng Wang, Jianxin Liao, Jingyu Wang
{"title":"Enhancing MLLMs for Online Understanding in Video Services via Preference Optimization","authors":"Qi Qi, Yixiao He, Menghao Zhang, Haifeng Sun, Pengfei Ren, Huazheng Wang, Jianxin Liao, Jingyu Wang","doi":"10.1109/tsc.2026.3687026","DOIUrl":"https://doi.org/10.1109/tsc.2026.3687026","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"5 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147739667","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
AdpFL: A Privacy-Preserving Federated Learning Framework through Adaptive Model Pruning on Non-IID Data 基于非iid数据自适应模型剪枝的隐私保护联邦学习框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-23 DOI: 10.1109/tsc.2026.3686986
Dewei Ning, Yong-Feng Ge, Elisa Bertino, Zhonglong Zheng, Yunliang Jiang, Hua Wang
{"title":"AdpFL: A Privacy-Preserving Federated Learning Framework through Adaptive Model Pruning on Non-IID Data","authors":"Dewei Ning, Yong-Feng Ge, Elisa Bertino, Zhonglong Zheng, Yunliang Jiang, Hua Wang","doi":"10.1109/tsc.2026.3686986","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686986","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"1 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735578","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
Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI 可持续边缘人工智能需求响应中的调度训练-推理协同定位
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-23 DOI: 10.1109/tsc.2026.3686889
Konglin Zhu, Siyuan Wei, Xuan'er Wu, Lei Jiao, Jin Dong, Lin Zhang
{"title":"Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI","authors":"Konglin Zhu, Siyuan Wei, Xuan'er Wu, Lei Jiao, Jin Dong, Lin Zhang","doi":"10.1109/tsc.2026.3686889","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686889","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"18 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735577","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
Near-Optimal Differentially Private $k$-Center for Service Computing with Access Control 近最优差分私有$k$——具有访问控制的服务计算中心
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-23 DOI: 10.1109/tsc.2026.3686829
Chaoqi Jia, Longkun Guo, Zhigang Lu, Chao Chen, Kok-Leong Ong
{"title":"Near-Optimal Differentially Private $k$-Center for Service Computing with Access Control","authors":"Chaoqi Jia, Longkun Guo, Zhigang Lu, Chao Chen, Kok-Leong Ong","doi":"10.1109/tsc.2026.3686829","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686829","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"145 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735601","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
Towards Robust and Fair Partial Label Federated Learning Service 面向鲁棒和公平的部分标签联邦学习服务
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-22 DOI: 10.1109/tsc.2026.3686458
Sen Fu, Wei Bao, Zhengjie Yang, Xinyi Sheng, Yichen Guo, Yuqin Liu, Bing Bing Zhou
{"title":"Towards Robust and Fair Partial Label Federated Learning Service","authors":"Sen Fu, Wei Bao, Zhengjie Yang, Xinyi Sheng, Yichen Guo, Yuqin Liu, Bing Bing Zhou","doi":"10.1109/tsc.2026.3686458","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686458","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"129 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735579","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
FairWeight: Private Fairness-aware Aggregation using Model Interpretation based Weightage in Federated Learning 公平权重：在联邦学习中使用基于模型解释的权重的私有公平感知聚合
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-22 DOI: 10.1109/tsc.2026.3686323
Harsh Kasyap, Ugur Ilker Atmaca, Carsten Maple, Nic Lane
{"title":"FairWeight: Private Fairness-aware Aggregation using Model Interpretation based Weightage in Federated Learning","authors":"Harsh Kasyap, Ugur Ilker Atmaca, Carsten Maple, Nic Lane","doi":"10.1109/tsc.2026.3686323","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686323","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"25 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735581","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
ObliviGate: Towards Architecture-Oblivious Privacy-Preserving Inference for Malicious Security 遗忘：面向架构无关的恶意安全隐私保护推理
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-22 DOI: 10.1109/tsc.2026.3686705
Nianyun Song, Fuyi Wang, Rongfang Bie, Yu Guo, Leo Yu Zhang, Xiaohua Jia
{"title":"ObliviGate: Towards Architecture-Oblivious Privacy-Preserving Inference for Malicious Security","authors":"Nianyun Song, Fuyi Wang, Rongfang Bie, Yu Guo, Leo Yu Zhang, Xiaohua Jia","doi":"10.1109/tsc.2026.3686705","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686705","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"9 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735582","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
LUTless: Local Initial Approximation for Secure Power Function in Private Machine Learning 私有机器学习中安全幂函数的局部初始逼近
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2026-04-22 DOI: 10.1109/tsc.2026.3686664
Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
{"title":"LUTless: Local Initial Approximation for Secure Power Function in Private Machine Learning","authors":"Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu","doi":"10.1109/tsc.2026.3686664","DOIUrl":"https://doi.org/10.1109/tsc.2026.3686664","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"21 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735580","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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