Diagnosability Evaluation of the Data Center Network DCell

被引:47
|
作者
Li, Xiaoyan [1 ]
Fan, Jianxi [1 ,2 ]
Lin, Cheng-Kuan [1 ]
Jia, Xiaohua [3 ]
机构
[1] Soochow Univ, Sch Comp Sci & Technol, Suzhou 215006, Peoples R China
[2] Soochow Univ, Prov Key Lab Comp Informat Proc Technol, Suzhou, Peoples R China
[3] City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
来源
COMPUTER JOURNAL | 2018年 / 61卷 / 01期
基金
中国国家自然科学基金;
关键词
data center networks; DCell; PMC model; MM* model; diagnosability; g-Good-neighbor conditional diagnosability; CONDITIONAL DIAGNOSABILITY; PESSIMISTIC DIAGNOSABILITY; FAULT IDENTIFICATION; T/K-DIAGNOSABILITY; ALGORITHM; DIAGNOSIS; GRAPHS; MODEL;
D O I
10.1093/comjnl/bxx057
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of cloud computing, many large-scale data centers are being built to provide increasingly popular online application services. This leads to the proposal of data center networks (DCNs) supporting millions of servers with high-network capacity by using only commodity switches. The k-dimensional DCell with n-port switches and tk, n servers, D-k,D- n, has been proposed as a model for a large-scale DCN with a server-centric structure. In this paper, we study the diagnosability and the g-good-neighbor conditional diagnosability of Dk, n. We prove that: (i) D-k,D- n is(n+ k-1)-diagnosable under the precise diagnosis strategy and (2k + n-2)/(2k+ n -2)diagnosable under the pessimistic diagnosis strategy; (ii) the g-good-neighbor conditional diagnosabilities of D-k,D- n under the PMC model and the MM* model are both (g+ 1) k+ n-1(resp. (n+ k-g) t(g-n+ 1, n) -1) with 0 <= g <= n-1 (resp. n pound g pound n+ k-2), which is almost (g + 1) (resp. tg-n+ 1, n) times of the traditional diagnosability. These results provide a quantitative evaluation for a large-scale DCN's reliability and availability.
引用
收藏
页码:129 / 143
页数:15
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