Low latency SDN-based MEC with priority flow scheduler in cellular networks

碩士 === 國立交通大學 === 網路工程研究所 === 108 === Multi-access edge computing (MEC) is considered as a key factor to offer low-latency ser- vices in 4G/5G networks. However, we discover that the existing base station scheduler does not differentiate MEC traffic from the others. This might cause additional laten...

Full description

Bibliographic Details
Main Authors: Huang, Po-Hao, 黃柏豪
Other Authors: Li, Chi-Yu
Format: Others
Language:en_US
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/sacfr6
id ndltd-TW-108NCTU5726007
record_format oai_dc
spelling ndltd-TW-108NCTU57260072019-11-26T05:16:55Z http://ndltd.ncl.edu.tw/handle/sacfr6 Low latency SDN-based MEC with priority flow scheduler in cellular networks 在蜂巢網路中,基於軟體定義網路和優先排程演 算法之低延遲邊緣計算平台 Huang, Po-Hao 黃柏豪 碩士 國立交通大學 網路工程研究所 108 Multi-access edge computing (MEC) is considered as a key factor to offer low-latency ser- vices in 4G/5G networks. However, we discover that the existing base station scheduler does not differentiate MEC traffic from the others. This might cause additional latency on the MEC traffic. Under different scenarios, we validate that such delays do exist in the current cellular networks. The main reason is that current schedulers do not prioritize the MEC traffic. Instead, they focus on the fairness of physical radio resources among multiple user equipments (UEs). To this end, we seek to propose a standard-compliant solution that does not make any modifi- cations on the existing network components. The major idea is to carry out a two-tier priority flow scheduling based on our fair service curve model of the MEC platform. We prototype and implement the solution using commodity LTE base stations and an open source LTE core network. We finally evaluate the performance of our prototype and discuss its downside. Li, Chi-Yu 李奇育 2019 學位論文 ; thesis 30 en_US
collection NDLTD
language en_US
format Others
sources NDLTD
description 碩士 === 國立交通大學 === 網路工程研究所 === 108 === Multi-access edge computing (MEC) is considered as a key factor to offer low-latency ser- vices in 4G/5G networks. However, we discover that the existing base station scheduler does not differentiate MEC traffic from the others. This might cause additional latency on the MEC traffic. Under different scenarios, we validate that such delays do exist in the current cellular networks. The main reason is that current schedulers do not prioritize the MEC traffic. Instead, they focus on the fairness of physical radio resources among multiple user equipments (UEs). To this end, we seek to propose a standard-compliant solution that does not make any modifi- cations on the existing network components. The major idea is to carry out a two-tier priority flow scheduling based on our fair service curve model of the MEC platform. We prototype and implement the solution using commodity LTE base stations and an open source LTE core network. We finally evaluate the performance of our prototype and discuss its downside.
author2 Li, Chi-Yu
author_facet Li, Chi-Yu
Huang, Po-Hao
黃柏豪
author Huang, Po-Hao
黃柏豪
spellingShingle Huang, Po-Hao
黃柏豪
Low latency SDN-based MEC with priority flow scheduler in cellular networks
author_sort Huang, Po-Hao
title Low latency SDN-based MEC with priority flow scheduler in cellular networks
title_short Low latency SDN-based MEC with priority flow scheduler in cellular networks
title_full Low latency SDN-based MEC with priority flow scheduler in cellular networks
title_fullStr Low latency SDN-based MEC with priority flow scheduler in cellular networks
title_full_unstemmed Low latency SDN-based MEC with priority flow scheduler in cellular networks
title_sort low latency sdn-based mec with priority flow scheduler in cellular networks
publishDate 2019
url http://ndltd.ncl.edu.tw/handle/sacfr6
work_keys_str_mv AT huangpohao lowlatencysdnbasedmecwithpriorityflowschedulerincellularnetworks
AT huángbǎiháo lowlatencysdnbasedmecwithpriorityflowschedulerincellularnetworks
AT huangpohao zàifēngcháowǎnglùzhōngjīyúruǎntǐdìngyìwǎnglùhéyōuxiānpáichéngyǎnsuànfǎzhīdīyánchíbiānyuánjìsuànpíngtái
AT huángbǎiháo zàifēngcháowǎnglùzhōngjīyúruǎntǐdìngyìwǎnglùhéyōuxiānpáichéngyǎnsuànfǎzhīdīyánchíbiānyuánjìsuànpíngtái
_version_ 1719296769919025152