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Bandwidth Allocation Games [PDF]
Internet providers often offer data plans that, for each user's monthly billing cycle, guarantee a fixed amount of data at high rates until a byte threshold is reached, at which point the user's data rate is throttled to a lower rate for the remainder of
Niloofar Bayat, V. Misra, D. Rubenstein
semanticscholar +3 more sources
Dynamic bandwidth allocation in a network [PDF]
Recently protocols have been introduced which enable us to integrate periodic traffic (voice or video) and aperiodic traffic (data) and to extend the size of local area networks without any loss in speed and capacity. One of these, the DRAMA protocol, is based on broadband technology and allows for dynamic allocation of bandwidth to ...
K. Maly+3 more
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Average Bandwidth Allocation Model of WFQ [PDF]
We present a new iterative method for the calculation of average bandwidth assignment to traffic flows using a WFQ scheduler in IP based NGN networks. The bandwidth assignment calculation is based on the link speed, assigned weights, arrival rate, and ...
Tomáš Balogh, Martin Medvecký
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Bandwidth allocation planning in communication networks [PDF]
Increasing usage of communication networks and quality of service requirements call for efficient management of these high-speed networks. We address the problem of bandwidth allocation planning of communication demands. Shortest path routing is the traditional technique applied to this problem.
Christian Frei, Boi Faltings
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A novel subband access scheme for multiband high-speed orthogonal frequency division multiplexing (OFDM) passive optical network (PON) is proposed, where the granularity of the bandwidth allocation is as small as the bandwidth of just one subcarrier and ...
Cheng Lei+5 more
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Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks [PDF]
This paper studies a federated learning (FL) system, where multiple FL services co-exist in a wireless network and share common wireless resources. It fills the void of wireless resource allocation for multiple simultaneous FL services in the existing ...
Jie Xu, Heqiang Wang, Lixing Chen
semanticscholar +1 more source
Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective [PDF]
This paper studies federated learning (FL) in a classic wireless network, where learning clients share a common wireless link to a coordinating server to perform federated model training using their local data.
Jie Xu, Heqiang Wang
semanticscholar +1 more source
Adaptive Bandwidth Allocation for Massive MIMO Systems Based on Multiple Services
Aiming at the characteristics of resource periodicity in massive MIMO systems and bandwidth allocation without comprehensive consideration of user service QoS and channel state information, resulting in poor user satisfaction and low bandwidth ...
Qingli Liu+4 more
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Joint Client Selection and Bandwidth Allocation Algorithm for Federated Learning
In federated learning (FL), if the participating mobile devices have low computing power and poor wireless channel conditions and/or they do not have sufficient data for various classes, a long convergence time is required to achieve the desired model ...
Haneul Ko+4 more
semanticscholar +1 more source
In this paper, the reasons for the bandwidth and wavelength utilization in future next-generation passive optical networks are presented, and the possibilities for realization and utilization of extended dynamic wavelength and bandwidth algorithms for ...
Rastislav Róka
doaj +1 more source