Holu: Power-Aware and Delay-Constrained VNF Placement and Chaining

被引:52
|
作者
Varasteh, Amir [1 ]
Madiwalar, Basavaraj [1 ]
Van Bemten, Amaury [1 ]
Kellerer, Wolfgang [1 ]
Mas-Machuca, Carmen [1 ]
机构
[1] Tech Univ Munich, Chair Commun Networks, Dept Elect & Comp Engn, D-80333 Munich, Germany
来源
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | 2021年 / 18卷 / 02期
关键词
Routing; Power demand; Delays; Servers; Optimization; Approximation algorithms; Service function chaining; Power optimization; power efficiency; energy efficiency; VNF placement; service function chaining; VIRTUAL NETWORK FUNCTIONS; ENERGY-EFFICIENT; DYNAMIC PLACEMENT; DATA CENTERS; OPTIMIZATION; MIGRATION; INSTANCES;
D O I
10.1109/TNSM.2021.3055693
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Service function chains (SFCs) are an ordered set of virtual network functions (VNFs) which can realize a specific network service. Enabled by virtualization technologies, these VNFs are hosted on physical machines (PMs), and interconnected by network switches. In today networks, these resources are usually under-utilized and/or over-provisioned, resulting in power-inefficient deployments. To improve power-efficiency, SFCs should be deployed utilizing the minimum number of PMs and network equipment, which are not concomitant. Considering the existing PM and switch power consumption models and their resource constraints, we formulate the power-aware and delay-constrained joint VNF placement and routing (PD-VPR) problem as an Integer Linear Program (ILP). Due to the NP-completeness of the problem, we propose Holu, a fast heuristic framework that efficiently solves the PD-VPR problem in an online manner. Specifically, Holu decomposes the PD-VPR into two sub-problems and solve them sequentially: i) a VNF placement problem that consists of mapping the VNFs to PMs using a centrality-based ranking method, and ii) a routing problem that efficiently splits the delay budget between consecutive VNFs of the SFC, and finds a Delay-Constrained Least-Cost (DCLC) shortest-path through the selected PMs (hosting VNFs) using the Lagrange Relaxation based Aggregated Cost (LARAC) algorithm. Our simulation results indicate that Holu outperforms the state-of-the-art algorithms in terms of total power consumption and acceptance rate by 24.7% and 31%, respectively.
引用
收藏
页码:1524 / 1539
页数:16
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