云计算测量研究综述

J4 ›› 2013, Vol. 48 ›› Issue (11): 27-35.

云计算测量研究综述

刘洋，秦丰林，葛连升

山东大学网络与信息中心，山东济南 250100

收稿日期:2013-09-10 出版日期:2013-11-20 发布日期:2013-11-25
通讯作者: 葛连升(1967- ),男，博士，教授，研究方向为网络管理和网络测量. Email:lsge@sdu.edu.cn
作者简介:刘洋(1976- )，女，硕士，工程师，主要研究方向为网络测量和云计算. Email：yang@sdu.edu.cn
基金资助:
国家自然科学基金资助项目(61170211)；山东大学自主创新基金资助项目(2012TS195，2012TS196)

Measurement study of cloud computing: a survey

LIU Yang， QIN Feng-lin， GE Lian-sheng

Network and Information Center, Shandong University, Jinan 250100, Shandong, China

Received:2013-09-10 Online:2013-11-20 Published:2013-11-25

摘要/Abstract

摘要：

指出云计算测量研究所具有的重要意义，对当前云计算监测系统架构和测量技术的研究现状和进展作了综述。分析了典型云计算平台监测系统的架构设计与实现，对云计算性能测量方法进行了重点阐述和分类比较，概要总结了云计算流量测量、拓扑测量和可靠性测量技术的研究进展，并对将来的研究方向作了展望。

关键词: 云计算；监测系统；性能测量；流量测量；可靠性测量

Abstract:

The significant meaning of the measurement study of cloud computing for the application and development of cloud computing was highlighted, and then a comprehensive survey of the recent research advances in the monitoring system architecture and measurement technology was provided. The architecture and implementation of the typical monitoring systems for cloud computing were introduced and compared. Moreover, the categorization and comparison of the various approaches for the performance measurement of cloud computing were detailed analyzed, and then the research works in traffic measurement, topology measurement and reliability measurement were summarized. Finally, the future possible research directions in the measurement study of cloud computing were prospected.

Key words: cloud computing； monitoring system； performance measurement； traffic measurement； reliability measurement

中图分类号:

TP393

刘洋，秦丰林，葛连升. 云计算测量研究综述[J]. J4, 2013, 48(11): 27-35.

LIU Yang， QIN Feng-lin， GE Lian-sheng. Measurement study of cloud computing: a survey[J]. J4, 2013, 48(11): 27-35.

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