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IEEE Transactions on Services Computing最新文献

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Dynamic Adaptive Federated Learning on Local Long-Tailed Data 本地长尾数据的动态自适应联合学习
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-11 DOI: 10.1109/tsc.2024.3478796
Juncheng Pu, Xiaodong Fu, Hai Dong, Pengcheng Zhang, Li Liu
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引用次数: 0
RDRM: Real-time Dynamic Replica Management with Joint Optimization for Edge Computing RDRM：针对边缘计算的联合优化实时动态复制管理
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-11 DOI: 10.1109/tsc.2024.3478822
Xikang Zhu, Wenbin Yao, Yingying Hou, Shigang Li, Juanjuan Luo, Zhibin Huang, Shengdong Fu
{"title":"RDRM: Real-time Dynamic Replica Management with Joint Optimization for Edge Computing","authors":"Xikang Zhu, Wenbin Yao, Yingying Hou, Shigang Li, Juanjuan Luo, Zhibin Huang, Shengdong Fu","doi":"10.1109/tsc.2024.3478822","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478822","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"81 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142415696","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
Multi-Objective DAG Task Offloading in MEC Environment Based on Federated DQN With Automated Hyperparameter Optimization 基于联合 DQN 的 MEC 环境中的多目标 DAG 任务卸载与超参数自动优化
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-11 DOI: 10.1109/tsc.2024.3478841
Zhao Tong, Jiaxin Deng, Jing Mei, Yuanyang Zhang, Keqin Li
{"title":"Multi-Objective DAG Task Offloading in MEC Environment Based on Federated DQN With Automated Hyperparameter Optimization","authors":"Zhao Tong, Jiaxin Deng, Jing Mei, Yuanyang Zhang, Keqin Li","doi":"10.1109/tsc.2024.3478841","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478841","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"8 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142415697","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
Egret: Reinforcement Mechanism for Sequential Computation Offloading in Edge Computing 白鹭边缘计算中顺序计算卸载的强化机制
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-11 DOI: 10.1109/tsc.2024.3478826
Haosong Peng, Yufeng Zhan, Di-Hua Zhai, Xiaopu Zhang, Yuanqing Xia
{"title":"Egret: Reinforcement Mechanism for Sequential Computation Offloading in Edge Computing","authors":"Haosong Peng, Yufeng Zhan, Di-Hua Zhai, Xiaopu Zhang, Yuanqing Xia","doi":"10.1109/tsc.2024.3478826","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478826","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"43 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142415494","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
Proportional Fairness-Aware Task Scheduling in Space-Air-Ground Integrated Networks 天-空-地一体化网络中的比例公平意识任务调度
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-11 DOI: 10.1109/tsc.2024.3478730
Gang Sun, Yuhui Wang, Hongfang Yu, Mohsen Guizani
{"title":"Proportional Fairness-Aware Task Scheduling in Space-Air-Ground Integrated Networks","authors":"Gang Sun, Yuhui Wang, Hongfang Yu, Mohsen Guizani","doi":"10.1109/tsc.2024.3478730","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478730","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"11 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142415695","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
Deep Reinforcement Learning-based Multi-Layer Cascaded Resilient Recovery for Cyber-Physical Systems 基于深度强化学习的网络物理系统多层级联弹性恢复技术
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-10 DOI: 10.1109/tsc.2024.3478729
Kai Zhong, Zhibang Yang, Siyang Yu, Kenli Li
{"title":"Deep Reinforcement Learning-based Multi-Layer Cascaded Resilient Recovery for Cyber-Physical Systems","authors":"Kai Zhong, Zhibang Yang, Siyang Yu, Kenli Li","doi":"10.1109/tsc.2024.3478729","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478729","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"41 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142405353","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
Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data 通过可观测性数据对云原生系统故障进行整体根源分析
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-10-10 DOI: 10.1109/tsc.2024.3478759
Yongqi Han, Qingfeng Du, Ying Huang, Pengsheng Li, Xiaonan Shi, Jiaqi Wu, Pei Fang, Fulong Tian, Cheng He
{"title":"Holistic Root Cause Analysis for Failures in Cloud-Native Systems Through Observability Data","authors":"Yongqi Han, Qingfeng Du, Ying Huang, Pengsheng Li, Xiaonan Shi, Jiaqi Wu, Pei Fang, Fulong Tian, Cheng He","doi":"10.1109/tsc.2024.3478759","DOIUrl":"https://doi.org/10.1109/tsc.2024.3478759","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"65 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142405354","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 Efficient Satellite Computing Through Adaptive Compression 通过自适应压缩实现高效卫星计算
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-09-30 DOI: 10.1109/tsc.2024.3470341
Chen Yang, Qibo Sun, Qiyang Zhang, Hao Lu, Claudio A. Ardagna, Shangguang Wang, Mengwei Xu
{"title":"Towards Efficient Satellite Computing Through Adaptive Compression","authors":"Chen Yang, Qibo Sun, Qiyang Zhang, Hao Lu, Claudio A. Ardagna, Shangguang Wang, Mengwei Xu","doi":"10.1109/tsc.2024.3470341","DOIUrl":"https://doi.org/10.1109/tsc.2024.3470341","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"18 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142360194","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 Technique for Faster Convergence of Game-Theoretic Approaches for Edge Computing Resource Allocation 边缘计算资源分配博弈论方法的快速收敛技术
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-09-30 DOI: 10.1109/tsc.2024.3470313
Sumit Kumar, Antriksh Goswami, Sonia Kukreja, Vibhav Prakash Singh, Ruchir Gupta
{"title":"A Technique for Faster Convergence of Game-Theoretic Approaches for Edge Computing Resource Allocation","authors":"Sumit Kumar, Antriksh Goswami, Sonia Kukreja, Vibhav Prakash Singh, Ruchir Gupta","doi":"10.1109/tsc.2024.3470313","DOIUrl":"https://doi.org/10.1109/tsc.2024.3470313","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"55 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142360195","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
RPPS-TDC: Reputation and Privacy-Preserving Services based Truth Data Collection for Blockchain-Enabled Crowdsensing RPPS-TDC：基于真相数据收集的声誉和隐私保护服务，用于区块链支持的群体感知
IF 8.1 2区 计算机科学
IEEE Transactions on Services Computing Pub Date : 2024-09-27 DOI: 10.1109/tsc.2024.3470320
Yifeng Zhu, Anfeng Liu, Neal N Xiong, Hangcheng Dong, Shaobo Zhang
{"title":"RPPS-TDC: Reputation and Privacy-Preserving Services based Truth Data Collection for Blockchain-Enabled Crowdsensing","authors":"Yifeng Zhu, Anfeng Liu, Neal N Xiong, Hangcheng Dong, Shaobo Zhang","doi":"10.1109/tsc.2024.3470320","DOIUrl":"https://doi.org/10.1109/tsc.2024.3470320","url":null,"abstract":"","PeriodicalId":13255,"journal":{"name":"IEEE Transactions on Services Computing","volume":"30 1","pages":""},"PeriodicalIF":8.1,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142328702","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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