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检索条件"主题词=distributed databases"
10460 条 记 录,以下是141-150 订阅
排序:
Compression Analysis for BlueField-2/-3 Data Processing Units: Lossy and Lossless Perspectives
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IEEE MICRO 2024年 第2期44卷 8-19页
作者: Li, Yuke Kashyap, Arjun Guo, Yanfei Lu, Xiaoyi Univ Calif Merced Dept Comp Sci & Engn Parallel & Distributed Syst Lab Merced CA 95343 USA Argonne Natl Lab Lemont IL 60439 USA Univ Calif Merced Dept Comp Sci & Engn Merced CA 95343 USA
A data processing unit (DPU) with programmable smart network interface card containing system-on-chip (SoC) cores is now a valuable addition to the host CPU, finding use in high-performance computing (HPC) and data ce... 详细信息
来源: 评论
ISFL: Federated Learning for Non-i.i.d. Data With Local Importance Sampling
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IEEE INTERNET OF THINGS JOURNAL 2024年 第16期11卷 27448-27462页
作者: Zhu, Zheqi Shi, Yuchen Fan, Pingyi Peng, Chenghui Letaief, Khaled B. Tsinghua Univ Dept Elect Engn Beijing 10084 Peoples R China Huawei Technol Wireless Technol Lab Shenzhen 518129 Peoples R China Hong Kong Univ Sci & Technol Dept Elect & Comp Engn Hong Kong Peoples R China
As a promising learning paradigm integrating computation and communication, federated learning (FL) proceeds the local training and the periodic sharing from distributed clients. Due to the non-i.i.d. data distributio... 详细信息
来源: 评论
An Adaptive Federated Fuzzy C-Means Clustering With Nonindependently and Identically distributed Data
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IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2025年 第6期55卷 4015-4028页
作者: Li, Longmei Lu, Wei Pedrycz, Witold Dalian Univ Technol Sch Control Sci & Engn Dalian 116024 Liaoning Peoples R China Univ Alberta Dept Elect & Comp Engn Edmonton AB T6G 2R3 Canada Macau Univ Sci & Technol Inst Syst Engn Taipa Peoples R China Istinye Univ Res Ctr Performance & Prod Anal TR-34396 Istanbul Turkiye
Federated Fuzzy C-Means (FCM) has received considerable attention due to the increasing need for privacy-conscious data analysis across diverse domains and sources in many real-world applications. Recent developments ... 详细信息
来源: 评论
An Efficient Sequential Decentralized Federated Progressive Channel Pruning Strategy for Smart Grid Electricity Theft Detection
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2025年 第3期21卷 2393-2402页
作者: Guo, Fanghong Li, Shengwei Yang, Hao Dong, Chen Chen, Yifang Li, Guoqi Zhejiang Univ Technol Coll Informat Engn Hangzhou 310023 Peoples R China Hangzhou Power Supply Co State Grid Zhejiang Elect Power Co Ltd Hangzhou 310016 Peoples R China Chinese Acad Sci Inst Automat Beijing 100190 Peoples R China
This article aims to develop a lightweight, decentralized federated learning (FL)-based strategy for electricity theft detection (ETD). Different from most of the existing ETD solutions, which typically deploy central... 详细信息
来源: 评论
Task-Aware Service Placement for distributed Learning in Wireless Edge Networks
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IEEE TRANSACTIONS ON PARALLEL AND distributed SYSTEMS 2025年 第4期36卷 731-744页
作者: Cong, Rong Zhao, Zhiwei Wang, Mengfan Min, Geyong Liu, Jiangshu Mo, Jiwei Univ Elect Sci & Technol China UESTC Chengdu 610051 Sichuan Peoples R China Univ Elect Sci & Technol China Coll Comp Sci & Engn Chengdu 610051 Sichuan Peoples R China Univ Exeter Coll Engn Math & Phys Sci Exeter EX4 4PY England
Machine learning has been a driving force in the evolution of tremendous computing services and applications in the past decade. Traditional learning systems rely on centralized training and inference, which poses ser... 详细信息
来源: 评论
Identification and Alleviation of False Data Injection Within the Cyber Layer of an Enhanced distributed Secondary Control in DC Islanded Microgrids
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IEEE ACCESS 2025年 13卷 48605-48624页
作者: Mosaad, Nada Abdel-Rahim, Omar Rohouma, Wesam Abdelkader, Sobhy Mohamed Egypt Japan Univ Sci & Technol E JUST Elect Power Engn New Borg El Arab City 21934 Alexandria Egypt Aswan Univ Fac Engn Elect Engn Dept Aswan 81542 Egypt Univ Doha Sci & Technol Elect Engn Dept Doha Qatar Mansoura Univ Fac Engn Elect Engn Dept Mansoura 35516 Egypt
As a result of the integration of communication links within secondary control to circumvent the drawbacks associated with centralized control, microgrids have evolved into cyber-physical systems which are susceptible... 详细信息
来源: 评论
Federated Multi-View K-Means Clustering
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2025年 第4期47卷 2446-2459页
作者: Yang, Miin-Shen Sinaga, Kristina P. Chung Yuan Christian Univ Dept Appl Math Taoyuan 32023 Taiwan
The increasing effect of Internet of Things (IoT) unlocks the massive volume of the availability of Big Data in many fields. Generally, these Big Data may be in a non-independently and identically distributed fashion ... 详细信息
来源: 评论
ACMFed: Fair Semi-Supervised Federated Learning With Additional Compromise Model
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IEEE ACCESS 2025年 13卷 47734-47747页
作者: Kim, Dohyoung Lee, Kangyoon Lee, Youngho Woo, Hyekyung Gachon Univ Dept IT Convergence Engn Seongnam Si 13120 South Korea Gachon Univ Dept Comp Engn Seongnam Si 13120 South Korea Kongju Natl Univ Dept Hlth Adm Gongju Si 32588 South Korea
One of the major drawbacks of federated learning (FL) is data imbalance and uneven reliability of clients, which adversely impacts model performance and generalization ability. Among these problems, data imbalance can... 详细信息
来源: 评论
A Hybrid Brain Tumor Classification Using FL With FedAvg and FedProx for Privacy and Robustness Across Heterogeneous Data Sources
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IEEE ACCESS 2025年 13卷 57705-57719页
作者: Sivakumar, N. Khan, Ahmad Raza Umar, Syed Ravikumar, R. N. Bremnavas, I. Lunagaria, Munindra Vaghela, Krunal Tejani, Ghanshyam G. Sharma, Sunil Kumar Marwadi Univ Dept Comp Engn Rajkot 360003 India Majmaah Univ Coll Comp & Informat Sci Dept Informat Technol Majmaah 11952 Saudi Arabia Jain Univ Sch CS & IT Bengaluru 560069 India Saveetha Univ Saveetha Inst Med & Tech Sci Saveetha Dent Coll & Hosp Dept Res Analyt Chennai 600077 India Yuan Ze Univ Dept Ind Engn & Management Taoyuan 320315 Taiwan Majmaah Univ Coll Comp & Informat Sci Dept Informat Syst Majmaah 11952 Saudi Arabia
Data privacy and heterogeneity among healthcare settings present fundamental challenges to machine learning (ML) brain tumor classification (BTC) model development based on local data. In this paper, we outline the ne... 详细信息
来源: 评论
Object Proxy Patterns for Accelerating distributed Applications
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IEEE TRANSACTIONS ON PARALLEL AND distributed SYSTEMS 2025年 第2期36卷 253-265页
作者: Pauloski, J. Gregory Hayot-Sasson, Valerie Ward, Logan Brace, Alexander Bauer, Andre Chard, Kyle Foster, Ian Univ Chicago Dept Comp Sci Chicago IL 60637 USA Argonne Natl Lab Data Sci & Learning Div Lemont IL 60439 USA IIT Dept Comp Sci Chicago IL 60616 USA
Workflow and serverless frameworks have empowered new approaches to distributed application design by abstracting compute resources. However, their typically limited or one-size-fits-all support for advanced data flow... 详细信息
来源: 评论