@article{33d12505dd7e4d279e4db5a187d465ab,
title = "Novel Record Replacement Algorithm and Architecture for QoS Management over Local Area Networks",
abstract = "An effective System-on-Chip (SoC) for smart Quality-of-Service (QoS) management over a virtual local area network (LAN) is presented in this study. The SoC is implemented by field programmable gate array (FPGA) for accelerating the delivery quality prediction for a service. The quality prediction is carried out by the general regression neural network (GRNN) algorithm based on a time-varying profile consisting of the past delivery records of the service. A novel record replacement algorithm is presented to update the profile, so that the bandwidth usage of the service can be effectively tracked by GRNN. Experimental results show that the SoC provides self-aware QoS management with low computation costs for applications over virtual LAN.",
keywords = "Quality-of-Service, System-on-Chip, field programmable gate array, general regression neural network, local area network, network function virtualization",
author = "Tung, {Yi Chih} and Law, {Yuk Wing} and Hwang, {Wen Jyi} and Tai, {Tsung Ming} and Ho, {Chih Hsiang} and Chen, {Cheng Chang}",
note = "Funding Information: Funding: The original research work presented in this paper was made possible in part by the BSMI (Bureau of Standards, Metrology and Inspection), Taiwan, under Contract No. 1C041100722-44, and Ministry of Science and Technology, Taiwan, under Grant MOST 109-2221-E-003-011-MY2. Publisher Copyright: {\textcopyright} 2022 by the authors. Licensee MDPI, Basel, Switzerland.",
year = "2022",
month = apr,
doi = "10.3390/mi13040594",
language = "English",
volume = "13",
journal = "Micromachines",
issn = "2072-666X",
publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",
number = "4",
}