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IEEE Transactions on Services Computing最新文献

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pFedCal: Lightweight Personalized Federated Learning with Adaptive Calibration Strategy
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-24 DOI: 10.1109/tsc.2025.3553707
Dongshang Deng, Xuangou Wu, Tao Zhang, Chaocan Xiang, Wei Zhao, Minrui Xu, Jiawen Kang, Zhu Han, Dusit Niyato
{"title":"pFedCal: Lightweight Personalized Federated Learning with Adaptive Calibration Strategy","authors":"Dongshang Deng, Xuangou Wu, Tao Zhang, Chaocan Xiang, Wei Zhao, Minrui Xu, Jiawen Kang, Zhu Han, Dusit Niyato","doi":"10.1109/tsc.2025.3553707","DOIUrl":"https://doi.org/10.1109/tsc.2025.3553707","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"71 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143702641","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
OblivTime: Oblivious and Efficient Interval Skyline Query Processing Over Encrypted Time-Series Data
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-24 DOI: 10.1109/tsc.2025.3553698
Huajie Ouyang, Yifeng Zheng, Songlei Wang, Zhongyun Hua
{"title":"OblivTime: Oblivious and Efficient Interval Skyline Query Processing Over Encrypted Time-Series Data","authors":"Huajie Ouyang, Yifeng Zheng, Songlei Wang, Zhongyun Hua","doi":"10.1109/tsc.2025.3553698","DOIUrl":"https://doi.org/10.1109/tsc.2025.3553698","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"9 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143702678","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
Auto.gov: Learning-based Governance for Decentralized Finance (DeFi)
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-22 DOI: 10.1109/tsc.2025.3553700
Jiahua Xu, Yebo Feng, Daniel Perez, Benjamin Livshits
{"title":"Auto.gov: Learning-based Governance for Decentralized Finance (DeFi)","authors":"Jiahua Xu, Yebo Feng, Daniel Perez, Benjamin Livshits","doi":"10.1109/tsc.2025.3553700","DOIUrl":"https://doi.org/10.1109/tsc.2025.3553700","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"93 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672463","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 Continuous Authentication Framework for Securing Metaverse Identities
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-22 DOI: 10.1109/tsc.2025.3553711
Sangsoo Han, Eunbi Hwang, YoonSik Kim, Taekyoung Kwon
{"title":"A Continuous Authentication Framework for Securing Metaverse Identities","authors":"Sangsoo Han, Eunbi Hwang, YoonSik Kim, Taekyoung Kwon","doi":"10.1109/tsc.2025.3553711","DOIUrl":"https://doi.org/10.1109/tsc.2025.3553711","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"27 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672268","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-aware Joint Task Offloading and Energy Control for Cooperative Mobile Edge Computing 面向合作式移动边缘计算的延迟感知联合任务卸载与能量控制
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-22 DOI: 10.1109/tsc.2025.3553708
Weibei Fan, Fu Xiao, Yao Pan, Xiaobai Chen, Lei Han, Shui Yu
{"title":"Latency-aware Joint Task Offloading and Energy Control for Cooperative Mobile Edge Computing","authors":"Weibei Fan, Fu Xiao, Yao Pan, Xiaobai Chen, Lei Han, Shui Yu","doi":"10.1109/tsc.2025.3553708","DOIUrl":"https://doi.org/10.1109/tsc.2025.3553708","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"183 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672470","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
Quality of Experience and Reliability-Aware Task Offloading and Scheduling for Multi-User Mobile-Edge Computing Systems
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-18 DOI: 10.1109/tsc.2025.3552338
Junlong Zhou, Xiangpeng Hou, Yue Zeng, Peijin Cong, Weiming Jiang, Song Guo
{"title":"Quality of Experience and Reliability-Aware Task Offloading and Scheduling for Multi-User Mobile-Edge Computing Systems","authors":"Junlong Zhou, Xiangpeng Hou, Yue Zeng, Peijin Cong, Weiming Jiang, Song Guo","doi":"10.1109/tsc.2025.3552338","DOIUrl":"https://doi.org/10.1109/tsc.2025.3552338","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"33 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143661544","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 Edge Server Placement for Maximizing QoS with Distributed Data Cleaning 利用分布式数据清洗实现 QoS 最大化的协作式边缘服务器布局
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-17 DOI: 10.1109/tsc.2025.3552337
Yuzhu Liang, Mujun Yin, Wenhua Wang, Qin Liu, Liang Wang, Xi Zheng, Tian Wang
{"title":"Collaborative Edge Server Placement for Maximizing QoS with Distributed Data Cleaning","authors":"Yuzhu Liang, Mujun Yin, Wenhua Wang, Qin Liu, Liang Wang, Xi Zheng, Tian Wang","doi":"10.1109/tsc.2025.3552337","DOIUrl":"https://doi.org/10.1109/tsc.2025.3552337","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"22 1","pages":"1-15"},"PeriodicalIF":8.1,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143640772","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
ReFrame: A Resource-Friendly Cloud-Assisted On-Device Deep Learning Framework for Vision Services
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-17 DOI: 10.1109/tsc.2025.3552328
Jianhang Xie, Chuntao Ding, Qingji Guan, Ao Zhou, Yidong Li
{"title":"ReFrame: A Resource-Friendly Cloud-Assisted On-Device Deep Learning Framework for Vision Services","authors":"Jianhang Xie, Chuntao Ding, Qingji Guan, Ao Zhou, Yidong Li","doi":"10.1109/tsc.2025.3552328","DOIUrl":"https://doi.org/10.1109/tsc.2025.3552328","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"43 1","pages":"1-14"},"PeriodicalIF":8.1,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143640771","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 Paradigm Shift in Service Research: the Case of Service Composition
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-17 DOI: 10.1109/tsc.2025.3552345
Marco Aiello
{"title":"A Paradigm Shift in Service Research: the Case of Service Composition","authors":"Marco Aiello","doi":"10.1109/tsc.2025.3552345","DOIUrl":"https://doi.org/10.1109/tsc.2025.3552345","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"61 1","pages":"1-3"},"PeriodicalIF":8.1,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143640770","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
AdaFlow: Learning and Utilizing Workflows for Enhanced Service Recommendation in Dynamic Environments
IF 5.5 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2025-03-05 DOI: 10.1109/TSC.2025.3547219
Mingyi Liu;Gensheng Wu;Hanchuan Xu;Jian Wang;Xiaofei Xu;Zhongjie Wang
{"title":"AdaFlow: Learning and Utilizing Workflows for Enhanced Service Recommendation in Dynamic Environments","authors":"Mingyi Liu;Gensheng Wu;Hanchuan Xu;Jian Wang;Xiaofei Xu;Zhongjie Wang","doi":"10.1109/TSC.2025.3547219","DOIUrl":"10.1109/TSC.2025.3547219","url":null,"abstract":"Service provisioning represents a nuanced form of recommendation, offering a bundle of services (APIs) tailored to the specifics needs of an application (mashup) as defined by the developer, significantly easing development efforts. Unlike standard product recommendations, service recommendations face unique challenges, including cold-start, long-tail phenomena, constraints, dynamic environments, and workflows. While the first four issues have seen some resolution in the literature, the workflow mining and integration among services remains underexplored. In this article, we focus on this gap by introducing AdaFlow, a model designed to understand and leverage service workflows within mashups, identifying viable service patterns for recommendations. AdaFlow employs a Graph Neural Network (GNN)-based framework, AdaptiveNN, to capture and learn service interactions. This learned workflow knowledge feeds into a dynamic GNN, enhancing service evolution representations that inform our recommendation process. Moreover, AdaFlow exhibits superior performance in managing dynamic and imbalanced scenarios.","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"18 2","pages":"572-585"},"PeriodicalIF":5.5,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143569737","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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