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云计算-服务组合QoS模型的研究及在云计算中的运用.pdf
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云计算-服务组合QoS模型的研究及在云计算中的运用.pdf
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关键词:云计算;服务组合;服务质量;自适应调整
万方数据
研究服务组合 QoS 模型在云计算中的运用
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ABSTRACT
With the rapid development of the Internet, many industries
production capacity gradually move closed to the composition of the
collaborative, intelligent, virtualization, service-oriented, that making the
cloud service has become one of the current research focus. Cloud QoS
model service composition have been studied, including the needs of the
user based on user behavior analysis to obtain their basic individual
needs, reflect the service composition process model for optimal QoS
values obtained and the composite service QoS model be adaptively a
comprehensive evaluation, and an adaptive adjustment algorithm based
on this model.
In this paper, the combination of the service QoS model used in the
cloud carried out relevant research, the work includes the following three
aspects.
1. It proposes personalized user behavior analysis. Since different
knowledge resources are virtualized abstract knowledge into a variety of
services, in order to allow users to choose effective knowledge service,
knowledge service platform for analyzing user access behavior of these
services through a combination of user needs in order to provide
knowledge to the user, so proposed based on the behavior of individual
users of the resource selection policy approach to research on the
different user behavior. With this personalized acts resource selection
policy approach enables users basic needs are met, and in accordance
with the access to the platform of different knowledge resources,
knowledge resources of several weighted average duration and
frequently visited for comparison, the needs of individual users program.
2. To analyse the algorithm performance service portfolio QoS
values. For a large number of services exist in the service library service
composition process leading to slow or unable to effectively meet a
combination of the user's problem, a screening method for optimal and
efficient service QoS values can be drawn on this basis. The method by
finding all Services library screening draw an effective service and filter
out invalid service, all based on the effective collection of services
万方数据
硕士学位论文
V
obtained and effective service for each corresponding parameter mapping
to calculate the service composition collection of valid service service
portfolio consisting of a collection of simulation results obtained optimal
QoS value, and accordingly the value of QoS algorithm to verify the
correctness of their time complexity.
3. Proposed a method named cloud services portfolio adaptive
adjustment. Services appear for service composition renunciation,
replacement event, a method of adaptive kind of exception processing
service portfolio adjustment. The success rate in the combination of
different tasks, different candidate service, look for the number of
different conditions this method were compared with the experiment, and
draw the effects of these types of circumstances combination success rate
and response time caused by.
Key words:Cloud Computing; Service Composition; Quality of Service;
Adaptively
万方数据
研究服务组合 QoS 模型在云计算中的运用
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目录
摘 要.................................................................................................................... II
ABSTRACT ........................................................................................................ IV
第一章 绪论 ...................................................................................................... 1
1.1 研究背景和意义.................................................................................... 1
1.2 国内外研究现状.................................................................................... 2
1.3 本文的主要研究内容............................................................................ 5
1.4 论文结构安排........................................................................................ 5
第二章 服务组合相关技术介绍......................................................................... 7
2.1 云服务概述............................................................................................. 7
2.1.1 云服务介绍.................................................................................. 7
2.1.2 云服务技术体系.......................................................................... 8
2.1.3 云服务典型特征........................................................................ 10
2.2 个性化知识服务................................................................................... 12
2.2.1 个性化知识服务架构介绍........................................................ 12
2.2.2 个性化知识服务功能及优点.................................................... 13
2.3 服务组合概述....................................................................................... 14
2.3.1 服务组合问题描述.................................................................... 14
2.3.2 自适应服务组合定义................................................................ 15
2.3.3 自适应服务组合的优势............................................................ 15
2.4 QoS 模型 .............................................................................................. 15
2.5 本章小结.............................................................................................. 16
第三章 QoS 模型个性化行为分析 .................................................................. 18
3.1 个性化需求定义.................................................................................. 18
3.2 用户个性知识模型.............................................................................. 18
3.3 用户资源选择策略.............................................................................. 20
3.4 实验分析.............................................................................................. 21
3.5 本章小结............................................................................................... 24
第四章 服务组合最优 QoS 方法分析 ............................................................. 25
4.1 QoS 相关定义 ...................................................................................... 25
4.2 服务组合最优 QoS 值计算 ................................................................ 26
4.3 实验分析.............................................................................................. 28
万方数据
硕士学位论文
VII
4.4 本章小结.............................................................................................. 36
第五章 服务组合在 QoS 模型中的自适应调整 ............................................. 37
5.1 自适应调整的条件.............................................................................. 37
5.2 自适应调整的步骤.............................................................................. 38
5.3 组合动作分析...................................................................................... 39
5.4 实验分析.............................................................................................. 42
5.5 本章小结.............................................................................................. 45
第六章 总结与展望........................................................................................... 46
6.1 论文总结和创新点.............................................................................. 46
6.2 课题未来展望...................................................................................... 46
参考文献............................................................................................................. 48
攻读学位期间主要的研究成果......................................................................... 51
致谢..................................................................................................................... 52
万方数据
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