A Reliability-Aware Network Service Chain Provisioning With Delay Guarantees in NFV-Enabled Enterprise Datacenter Networks

被引:160
作者
Qu, Long [1 ]
Assi, Chadi [2 ]
Shaban, Khaled [3 ]
Khabbaz, Maurice J. [4 ]
机构
[1] Ningbo Univ, Dept EECS, Ningbo 315211, Zhejiang, Peoples R China
[2] Concordia Univ, Dept CIISE, Montreal, PQ H9G1K3, Canada
[3] Qatar Univ, Dept CSE, Coll Engn, Doha, Qatar
[4] Notre Dame Univ, Dept ECCE, Shouf 72, Lebanon
来源
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | 2017年 / 14卷 / 03期
关键词
Reliability; delay; routing; optimization; network functions; datacenter; resources; performance;
D O I
10.1109/TNSM.2017.2723090
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traditionally, service-specific network functions (NFs) (e.g., Firewall, intrusion detection system, etc.) are executed by installation-and maintenance-costly hardware middleboxes that are deployed within a datacenter network following a strictly ordered chain. NF virtualization (NFV) virtualizes these NFs and transforms them into instances of plain software referred to as virtual NFs (VNFs) and executed by virtual machines, which, in turn, are hosted over one or multiple industry-standard physical machines. The failure (e.g., hardware or software) of any one of a service chain's VNFs leads to breaking down the entire chain and causing significant data losses, delays, and resource wastage. This paper establishes a reliability-aware and delay-constrained (READ) routing optimization framework for NFV-enabled datacenter networks. READ encloses the formulation of a complex mixed integer linear program (MILP) whose resolution yields an optimal network service VNF placement and traffic routing policy that jointly maximizes the achieved respective reliabilities of supported network services and minimizes these services' respective end-to-end delays. A heuristic algorithm dubbed Greedy-k-shortest paths (GSP) is proposed for the purpose of overcoming the MILP's complexity and develop an efficient routing scheme whose results are comparable to those of READ's optimal counterparts. Thorough numerical analyses are conducted to evaluate the network's performance under GSP, and hence, gauge its merit; particularly, when compared to existing schemes, GSP exhibits an improvement of 18.5% in terms of the average end-to-end delay as well as 7.4% to 14.8% in terms of reliability.
引用
收藏
页码:554 / 568
页数:15
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