Non-stationary simulation of computer systems and dynamic performance evaluation: a concern-based approach and case study on cloud computing

被引：0

作者：

Pereira, Lourenco A., Jr. ^{[1
]}

Mamani, Edwin L. C. ^{[1
]}

Santana, Marcos J. ^{[1
]}

Santana, Regina H. C. ^{[1
]}

Nobile, Pedro Northon ^{[2
]}

Monaco, Francisco Jose ^{[3
]}

机构：

[1] Univ Sao Paulo, Dept Sistemas Comp, Sao Carlos, SP, Brazil

[2] Inst Fed Sao Paulo, Dept Informat, Sao Carlos, SP, Brazil

[3] Univ Sao Paulo, Dept Sist Comp, Sao Carlos, SP, Brazil

来源：

2015 27TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING (SBAC-PAD) | 2015年

关键词：

Cloud Computing; Performance Evaluation; Quality of Service;

D O I：

10.1109/SBAC-PAD.2015.9

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduces an approach to the design of discrete event simulation experiments aimed at transient performance analysis. Specially in complex, multi-tier applications, the net effects of small delays introduced by buffers, IO operations, communication latency and averaged measurements, may result in significant inertia along the input-output path. In order to bring out these dynamic properties, the simulation experiment should excite the system with non-stationary workload under controlled conditions. The work discusses on the dynamic properties of large-scale distributed computer systems and how these may impact delivered performance. These rationales are explored to motivate a concern-based architecture which captures the elicited requirements. The design approach is systematic formulated and illustrated by a case study on extending a well-known cloud computing simulation framework to meet the aimed features. Experimental results of ongoing work are also addressed.

引用

页码：130 / 137

页数：8

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