IEEE Journal on Selected Areas in Communications
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Fast-Convergent Federated Learning
IEEE Journal on Selected Areas in Communications - Tập 39 Số 1 - Trang 201-218 - 2021
Federated learning has emerged recently as a promising solution for distributing machine learning tasks through modern networks of mobile devices. Recent studies have obtained lower bounds on the expected decrease in model loss that is achieved through each round of federated learning. However, convergence generally requires a large number of communication rounds, which induces delay in model trai...... hiện toàn bộ
#Federated learning #distributed optimization #fast convergence rate
Performance analysis of HomePlug 1.0 MAC with CSMA/CA
IEEE Journal on Selected Areas in Communications - Tập 24 Số 7 - Trang 1411-1420 - 2006
Scalable proxy caching of video under storage constraints
IEEE Journal on Selected Areas in Communications - Tập 20 Số 7 - Trang 1315-1327 - 2002
Proxy caching has been used to speed up Web browsing and reduce networking costs. In this paper, we study the extension of proxy caching techniques to streaming video applications. A trivial extension consists of storing complete video sequences in the cache. However, this may not be applicable in situations where the video objects are very large and proxy cache space is limited. We show that the ...... hiện toàn bộ
#Streaming media #Costs #Video sequences #Quality of service #Telecommunication traffic #IP networks #Bandwidth #Robustness #Measurement #Intelligent networks
A control-based middleware framework for quality-of-service adaptations
IEEE Journal on Selected Areas in Communications - Tập 17 Số 9 - Trang 1632-1650 - 1999
LMS Markov model and its use for power control error impact analysis on system capacity
IEEE Journal on Selected Areas in Communications - Tập 20 Số 6 - Trang 1258-1265 - 2002
We present a wideband land mobile satellite channel model based on a three-state Markov chain model valid for any kind of satellite constellation and for L, S, and Ka bands. Data from measurement campaigns was used to extract the parameters for the statistical distributions involved in the model. We also present a methodology describing how to use the proposed channel model to interface with syste...... hiện toàn bộ
#Least squares approximation #Power system modeling #Power control #Error correction #Control system analysis #Error analysis #Statistical distributions #Wideband #Satellite constellations #Data mining
Dense wavelength division multiplexing networks: principles and applications
IEEE Journal on Selected Areas in Communications - Tập 8 Số 6 - Trang 948-964 - 1990
Control architecture in optical burst-switched WDM networks
IEEE Journal on Selected Areas in Communications - Tập 18 Số 10 - Trang 1838-1851 - 2000
Absolute QoS Differentiation in Optical Burst-Switched Networks
IEEE Journal on Selected Areas in Communications - Tập 22 Số 9 - Trang 1781-1795 - 2004
Performance analyses of optical burst-switching networks
IEEE Journal on Selected Areas in Communications - Tập 21 Số 7 - Trang 1187-1197 - 2003
Estimating frequency correlation functions from propagation measurements on fading radio channels: a critical review
IEEE Journal on Selected Areas in Communications - Tập 20 Số 6 - Trang 1133-1143 - 2002
A significant number of propagation and channel modeling papers have reported channel parameters like RMS delay spread, correlation bandwidth, and the Rician K factor, derived by various new methods from instantaneous, or snapshot measurements. This conflicts with the original definitions of these parameters, which formally should be derived from time averages, under an assumption of ergodicity an...... hiện toàn bộ
#Frequency estimation #Frequency measurement #Fading #Bandwidth #Intersymbol interference #Rician channels #Delay estimation #Fourier transforms #Quantum computing #Error analysis
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