Resource Allocation Problem for Virtual Network Function Chain
碩士 === 國立清華大學 === 資訊工程學系 === 103 === In the enterprise network, network functions (NFs) are widely used to provide some services, such as security protection and traffic analysis. To deal with the increasing complexity of hardware-based appliances, Network Function Virtualization (NFV) has been prop...
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ndltd-TW-103NTHU53920682016-08-15T04:17:33Z http://ndltd.ncl.edu.tw/handle/56948777260308609601 Resource Allocation Problem for Virtual Network Function Chain 佈署虛擬網路功能序列時的資源配置問題 Liu, Bang Heng 劉邦亨 碩士 國立清華大學 資訊工程學系 103 In the enterprise network, network functions (NFs) are widely used to provide some services, such as security protection and traffic analysis. To deal with the increasing complexity of hardware-based appliances, Network Function Virtualization (NFV) has been proposed to transform from hardware to software. Normally, traffics are required to go through several Virtual Network Functions (VNFs) in a particular order, called service chain. We need to find a single routing path carrying flow demand for each traffic and place VNFs on the path to satisfy the service chain. When satisfying the service chain for a set of traffic with demand, the total flow size go through a link cannot exceed the link's bandwidth. Because of the resource of network is limited, network operator need to decide whether to accept or reject traffics. To increase the network utilization, our goal is to maximize the total demand size of accepted traffic. However, the length of the single routing path is an important issue when solving the this problem. To address these challenges, we study different cases for different length of path. Based on these cases, we introduce a heuristic algorithm to solve this problem with a suitable path length. Our simulations, comparing our algorithm with three heuristics, show that the proposed algorithm achieve a better performance than other heuristics. Tsai, Ming Jer 蔡明哲 2015 學位論文 ; thesis 39 en_US |
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碩士 === 國立清華大學 === 資訊工程學系 === 103 === In the enterprise network, network functions (NFs) are widely used to provide some services, such as security protection and traffic analysis. To deal with the increasing complexity of hardware-based appliances, Network Function Virtualization (NFV) has been proposed to transform from hardware to software. Normally, traffics are required to go through several Virtual Network Functions (VNFs) in a particular order, called service chain. We need to find a single routing path carrying flow demand for each traffic and place VNFs on the path to satisfy the service chain. When satisfying the service chain for a set of traffic with demand, the total flow size go through a link cannot exceed the link's bandwidth. Because of the resource of network is limited, network operator need to decide whether to accept or reject traffics. To increase the network utilization, our goal is to maximize the total demand size of accepted traffic. However, the length of the single routing path is an important issue when solving the this problem. To address these challenges, we study different cases for different length of path. Based on these cases, we introduce a heuristic algorithm to solve this problem with a suitable path length. Our simulations, comparing our algorithm with three heuristics, show that the proposed algorithm achieve a better performance than other heuristics.
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author2 |
Tsai, Ming Jer |
author_facet |
Tsai, Ming Jer Liu, Bang Heng 劉邦亨 |
author |
Liu, Bang Heng 劉邦亨 |
spellingShingle |
Liu, Bang Heng 劉邦亨 Resource Allocation Problem for Virtual Network Function Chain |
author_sort |
Liu, Bang Heng |
title |
Resource Allocation Problem for Virtual Network Function Chain |
title_short |
Resource Allocation Problem for Virtual Network Function Chain |
title_full |
Resource Allocation Problem for Virtual Network Function Chain |
title_fullStr |
Resource Allocation Problem for Virtual Network Function Chain |
title_full_unstemmed |
Resource Allocation Problem for Virtual Network Function Chain |
title_sort |
resource allocation problem for virtual network function chain |
publishDate |
2015 |
url |
http://ndltd.ncl.edu.tw/handle/56948777260308609601 |
work_keys_str_mv |
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