混合云计算环境下利用AMPL建模的应用程序计算开销最小化

王洪峰;任国恒

doi:10.13718/j.cnki.xsxb.2015.07.009

西南师范大学学报(自然科学版)

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
	姓名不能为空！
邮箱
	邮箱不能为空！非法的邮箱地址。
手机号码
	电话不能为空！请输入有效手机号!
标题
	标题不能为空！
留言内容
	内容不能为空！
验证码
	验证码不能为空！验证码错误！

混合云计算环境下利用AMPL建模的应用程序计算开销最小化

王洪峰;任国恒. 混合云计算环境下利用AMPL建模的应用程序计算开销最小化[J]. 西南师范大学学报(自然科学版), 2015, 40(7). doi: 10.13718/j.cnki.xsxb.2015.07.009

引用本文:

王洪峰;任国恒. 混合云计算环境下利用AMPL建模的应用程序计算开销最小化[J]. 西南师范大学学报(自然科学版), 2015, 40(7). doi: 10.13718/j.cnki.xsxb.2015.07.009

WANG Hong-feng , REN Guo-heng. On Computation Overhead Minimization of Application Program by AMPL Modeling in Hybrid Cloud Computing Environment[J]. Journal of Southwest China Normal University(Natural Science Edition), 2015, 40(7). doi: 10.13718/j.cnki.xsxb.2015.07.009

Citation:

WANG Hong-feng , REN Guo-heng. On Computation Overhead Minimization of Application Program by AMPL Modeling in Hybrid Cloud Computing Environment[J]. Journal of Southwest China Normal University(Natural Science Edition), 2015, 40(7). doi: 10.13718/j.cnki.xsxb.2015.07.009

混合云计算环境下利用AMPL建模的应用程序计算开销最小化

王洪峰;任国恒

周口师范学院计算机科学与技术学院,河南周口,466001

On Computation Overhead Minimization of Application Program by AMPL Modeling in Hybrid Cloud Computing Environment

WANG Hong-feng , REN Guo-heng

摘要: 针对基于多云的任务规划问题，为了最小化应用程序计算开销，提出了一种基于 AM PL语言的建模方法。分析了混合整数非线性规划问题，为应用程序最小化定义了输入数据、辅助参数和变量，利用A M PL语言建模将问题公式化，从而最小化任务规划的计算开销。最后通过仿真实验验证了本文方法的有效性及可靠性。
- 混合云计算 /
- AMPL建模 /
- 开销最小化 /
- 分布式 /
- 混合整数非线性规划
Abstract: For the problem of task planning on multiple clouds ,a method based on AM PL modeling lan‐guage has been proposed to minimize computation overhead of application .Firstly ,the mixed integer non‐linear programming problem has been analyzed .Then ,the input data ,auxiliary parameters and variables have been defined .Finally ,AM PL modeling language has been used to formulize the problem so as to min‐imize the computation overhead of task planning .T he relationship betw een the time and cost has been cal‐culated for data samples of data‐intensive tasks and computationally intensive tasks in experiments ,and sensitivity ,impact of dynamic environment is analyzed ,experimental results show the effectiveness and re‐liability of proposed method .
- hybrid cloud computing，AM PL modeling，distributed，cost minimization，mixed integer non-linear programming /

计量

文章访问数: 527
HTML全文浏览数: 276
PDF下载数: 0
施引文献: 0

混合云计算环境下利用AMPL建模的应用程序计算开销最小化

王洪峰;任国恒

周口师范学院计算机科学与技术学院,河南周口,466001

关键词:

摘要: 针对基于多云的任务规划问题，为了最小化应用程序计算开销，提出了一种基于 AM PL语言的建模方法。分析了混合整数非线性规划问题，为应用程序最小化定义了输入数据、辅助参数和变量，利用A M PL语言建模将问题公式化，从而最小化任务规划的计算开销。最后通过仿真实验验证了本文方法的有效性及可靠性。

English Abstract

On Computation Overhead Minimization of Application Program by AMPL Modeling in Hybrid Cloud Computing Environment

周口师范学院计算机科学与技术学院,河南周口,466001

Keywords:

Abstract: For the problem of task planning on multiple clouds ,a method based on AM PL modeling lan‐guage has been proposed to minimize computation overhead of application .Firstly ,the mixed integer non‐linear programming problem has been analyzed .Then ,the input data ,auxiliary parameters and variables have been defined .Finally ,AM PL modeling language has been used to formulize the problem so as to min‐imize the computation overhead of task planning .T he relationship betw een the time and cost has been cal‐culated for data samples of data‐intensive tasks and computationally intensive tasks in experiments ,and sensitivity ,impact of dynamic environment is analyzed ,experimental results show the effectiveness and re‐liability of proposed method .