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Collaborative Split Learning-Based Dynamic Bandwidth Allocation for 6G-Grade TDM-PON Systems [PDF]

open access: goldSensors
Dynamic Bandwidth Allocation (DBA) techniques enable Time Division Multiplexing Passive Optical Network (TDM-PON) systems to efficiently manage upstream bandwidth by allowing the centralized Optical Line Terminal (OLT) to coordinate resource allocation ...
Alaelddin F. Y. Mohammed   +3 more
doaj   +3 more sources

Dynamic bandwidth allocation in a network [PDF]

open access: bronzeACM SIGCOMM Computer Communication Review, 1988
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
openalex   +4 more sources

An Efficient Algorithm for Dynamic Bandwidth Allocation [PDF]

open access: bronzeProceedings of the 6th International ICST Conference on Broadband Communications, Networks, and Systems, 2009
Dynamic networks offer an unprecedented degree of flexibility, enabled by advanced signaling and automation. Concurrently, advances in Deep Packet Inspection (DPI) techniques have made measuring and monitoring more powerful than ever before. In this paper, we propose a novel algorithm to bridge the gap between these disciplines by making networks more ...
Richard E. Martin, K.M. Guild
openalex   +3 more sources

Modified GIANT Dynamic Bandwidth Allocation Algorithm of NG-PON

open access: diamondJournal of Communications Software and Systems, 2017
Gigabit passive optical networks have been widely deployed due to the fact that the cost of their implementation is still decreasing. What is more important, we are facing theproblem with increasing demands on the transmission bandwidth.
Tomas Horvath   +5 more
doaj   +3 more sources

A Hybrid OFDM-TDM Architecture with Decentralized Dynamic Bandwidth Allocation for PONs [PDF]

open access: yesThe Scientific World Journal, 2013
One of the major challenges of passive optical networks is to achieve a fair arbitration mechanism that will prevent possible collisions from occurring at the upstream channel when multiple users attempt to access the common fiber at the same time ...
Taner Cevik
doaj   +2 more sources

Review on dynamic bandwidth allocation of GPON and EPON

open access: yesJournal of Electronic Science and Technology, 2020
The passive optical network (PON) technology has been drastically improved in recent years. In spite of using the optical technology, the utilization of the entire bandwidth is a very challenging task.
Theresal Thangappan   +3 more
doaj   +3 more sources

Dynamic bandwidth allocation with machine learning in dense WiFi network

open access: goldFACETS
Efficient load balancing is a fundamental aspect within a densely populated Wireless Fidelity (WiFi) network, particularly when the goal is to evenly distribute bandwidth and regulate Internet usage. The distribution of network traffic for load balancing
Ricardo Alvarado   +3 more
doaj   +2 more sources

Dynamic Bandwidth Allocation for VBR Video Transmission

open access: hybridJournal of Computing and Information Technology, 2003
To guarantee quality of service (QoS), the requirements for video transmission, such as delay and cell loss rate (CLR), are very stringent. These constraints are difficult to meet if high network utilization is desired. In this paper, dynamic bandwidth allocation algorithms are proposed to improve the bandwidth utilization.
Nirwan Ansari, Hai Liu, Yun Q. Shi
openalex   +4 more sources

Optimization of the Decision Criterion for Increasing the Bandwidth Utilization by Means of the Novel Effective DBA Algorithm in NG-PON2 Networks

open access: yesFuture Internet, 2023
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 RĂ³ka
doaj   +1 more source

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