IEEE Transactions on Services Computing最新文献

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An Efficient and Stable Knowledge Service Framework for Satellite-Ground Collaboration 一种高效稳定的星地协同知识服务框架
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-09-09 DOI: 10.1109/tsc.2025.3607909
Fei Teng, Hao Zhao, Qiyang Zhang, Ranga Rao Venkatesha Prasad, Schahram Dustdar
{"title":"An Efficient and Stable Knowledge Service Framework for Satellite-Ground Collaboration","authors":"Fei Teng, Hao Zhao, Qiyang Zhang, Ranga Rao Venkatesha Prasad, Schahram Dustdar","doi":"10.1109/tsc.2025.3607909","DOIUrl":"https://doi.org/10.1109/tsc.2025.3607909","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"24 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035287","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
FedHGS: A Federated Point-of-Interest Recommendation Method Based on Heterogeneous Graph Semantics 基于异构图语义的联邦兴趣点推荐方法
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-09-09 DOI: 10.1109/tsc.2025.3607918
Xunan Dong, Jun Zeng, Lin Zhong, Haoran Tang, Junhao Wen, Min Gao
{"title":"FedHGS: A Federated Point-of-Interest Recommendation Method Based on Heterogeneous Graph Semantics","authors":"Xunan Dong, Jun Zeng, Lin Zhong, Haoran Tang, Junhao Wen, Min Gao","doi":"10.1109/tsc.2025.3607918","DOIUrl":"https://doi.org/10.1109/tsc.2025.3607918","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"56 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035288","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-Aware Joint DNN Model Deployment and Partitioning Optimization for Collaborative Edge Inference Services 面向协同边缘推理服务的隐私感知联合DNN模型部署与分区优化
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-09-08 DOI: 10.1109/tsc.2025.3607117
Zhipeng Cheng, Xiaoyu Xia, Hong Wang, Minghui Liwang, Ning Chen, Xuwei Fan, Xianbin Wang
{"title":"Privacy-Aware Joint DNN Model Deployment and Partitioning Optimization for Collaborative Edge Inference Services","authors":"Zhipeng Cheng, Xiaoyu Xia, Hong Wang, Minghui Liwang, Ning Chen, Xuwei Fan, Xianbin Wang","doi":"10.1109/tsc.2025.3607117","DOIUrl":"https://doi.org/10.1109/tsc.2025.3607117","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"14 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145017715","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
LogLabeler: Towards Effective Acquisition of Log Labels in Industrial Log-Based Analysis LogLabeler:在工业日志分析中有效获取日志标签
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-09-08 DOI: 10.1109/tsc.2025.3605635
Zongyang Li, Qinglong Wang, Shangming Cai, Zheng Liu, Tao Ma, Wei Yang, Ying Li, Tao Xie
{"title":"LogLabeler: Towards Effective Acquisition of Log Labels in Industrial Log-Based Analysis","authors":"Zongyang Li, Qinglong Wang, Shangming Cai, Zheng Liu, Tao Ma, Wei Yang, Ying Li, Tao Xie","doi":"10.1109/tsc.2025.3605635","DOIUrl":"https://doi.org/10.1109/tsc.2025.3605635","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"53 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145017714","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
ESR-MHFL: Edge Server Reallocation for Multi- Hierarchical Federated Learning 多层级联邦学习的边缘服务器再分配
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-09-04 DOI: 10.1109/tsc.2025.3606219
Tianao Xiang, Yuanguo Bi, Lin Cai, Chong Yu, Mingjian Zhi, Rongfei Zeng, Tom H. Luan
{"title":"ESR-MHFL: Edge Server Reallocation for Multi- Hierarchical Federated Learning","authors":"Tianao Xiang, Yuanguo Bi, Lin Cai, Chong Yu, Mingjian Zhi, Rongfei Zeng, Tom H. Luan","doi":"10.1109/tsc.2025.3606219","DOIUrl":"https://doi.org/10.1109/tsc.2025.3606219","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"174 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144995196","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
Generalizable Pareto-Optimal Offloading with Reinforcement Learning in Mobile Edge Computing 移动边缘计算中基于强化学习的广义pareto最优卸载
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-08-29 DOI: 10.1109/tsc.2025.3604371
Ning Yang, Junrui Wen, Meng Zhang, Ming Tang
{"title":"Generalizable Pareto-Optimal Offloading with Reinforcement Learning in Mobile Edge Computing","authors":"Ning Yang, Junrui Wen, Meng Zhang, Ming Tang","doi":"10.1109/tsc.2025.3604371","DOIUrl":"https://doi.org/10.1109/tsc.2025.3604371","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"164 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919267","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
Disruption-Aware Microservice Re-Orchestration for Cost-Efficient Multi-Cloud Deployments 面向成本高效多云部署的中断感知微服务重新编排
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-08-29 DOI: 10.1109/tsc.2025.3604373
Marco Zambianco, Silvio Cretti, Domenico Siracusa
{"title":"Disruption-Aware Microservice Re-Orchestration for Cost-Efficient Multi-Cloud Deployments","authors":"Marco Zambianco, Silvio Cretti, Domenico Siracusa","doi":"10.1109/tsc.2025.3604373","DOIUrl":"https://doi.org/10.1109/tsc.2025.3604373","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"37 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919269","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
$R^{3}$: A Building Block for Disordering-Tolerant Load Balancing in Data Center Networks 数据中心网络中容错负载均衡的构建模块
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-08-29 DOI: 10.1109/tsc.2025.3603578
Tao Zhang, Yuchen Wang, Yuanzhen Hu, Jinbin Hu, Haotian Jing, Yangfan Li, Xidao Luan
{"title":"$R^{3}$: A Building Block for Disordering-Tolerant Load Balancing in Data Center Networks","authors":"Tao Zhang, Yuchen Wang, Yuanzhen Hu, Jinbin Hu, Haotian Jing, Yangfan Li, Xidao Luan","doi":"10.1109/tsc.2025.3603578","DOIUrl":"https://doi.org/10.1109/tsc.2025.3603578","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"9 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919270","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 a Trust Ecosystem for Crowdsourcing IoT Services: A Macro Perspective 面向众包物联网服务的信任生态系统:宏观视角
IF 5.8 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-08-29 DOI: 10.1109/TSC.2025.3604379
Dianjie Lu;Guijuan Zhang;Yu Guo;Xiaohua Jia
{"title":"Towards a Trust Ecosystem for Crowdsourcing IoT Services: A Macro Perspective","authors":"Dianjie Lu;Guijuan Zhang;Yu Guo;Xiaohua Jia","doi":"10.1109/TSC.2025.3604379","DOIUrl":"10.1109/TSC.2025.3604379","url":null,"abstract":"Trust plays a crucial role in crowdsourcing Internet of Things (IoT), as it can be used to select trustworthy participants to improve the quality of crowdsourced services and strengthen system security. While traditional research has focused on micro-level aspects, including trust computation and propagation, a comprehensive macro-level trust analysis remains underexplored. In this paper, we propose a macroscopic trust ecosystem analysis framework for crowdsourcing IoT services. We first construct a Trust Ecosystem Model (TEM), where trust clusters serve as an abstraction to capture and quantify overall trust characteristics based on their size and structure. To analyze the dynamic evolution of TEM, we propose a Percolation-based Trust Ecosystem Analysis Model (P-TEAM), which maps the formation of trust clusters to a joint site-bond percolation process. Thus, the study of TEM evolution can be reframed into an investigation of how trust clusters evolve as users’ trust attributes change. Through P-TEAM, we identify the critical thresholds associated with trust attributes that trigger trust phase transitions in crowdsourcing IoT services, which act as key metrics for evaluating the ecosystem’s robustness macroscopically. Finally, we further evaluate the trust ecosystem beyond these thresholds by calculating the proportions of trusted giant components. We validate our approach on directed networks, using both synthetic and real-world datasets. The experimental results further substantiate our findings and provide valuable insights into constructing a healthy and sustainable trust ecosystem for crowdsourcing IoT services.","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"18 5","pages":"3292-3306"},"PeriodicalIF":5.8,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919271","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
AttResRec: Learning User Credibility for Attack Resistant Matrix Factorization Recommendation 学习用户可信度的抗攻击矩阵分解推荐
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-08-29 DOI: 10.1109/tsc.2025.3604375
Jiangpeng Zhao, Wen Zhang, Song Wang, Quan Bai, Kuien Liu
{"title":"AttResRec: Learning User Credibility for Attack Resistant Matrix Factorization Recommendation","authors":"Jiangpeng Zhao, Wen Zhang, Song Wang, Quan Bai, Kuien Liu","doi":"10.1109/tsc.2025.3604375","DOIUrl":"https://doi.org/10.1109/tsc.2025.3604375","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"52 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144919268","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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