کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4956303 1444451 2016 20 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Research on processing strategy for CPU-intensive application
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
Research on processing strategy for CPU-intensive application
چکیده انگلیسی
As one of the most commonly used type of application, CPU-intensive application has been widely concerned. To better serve this type of application as well as high efficiently use the IT resources in cloud data, it is important to know whether an application is CPU-intensive or not and how to deal with the application. In this paper, we establish a model by monitoring and analyzing the features of CPU-intensive applications. Using the model CPU-intensive application can effectively recognized and classified from other types of applications. Meanwhile, we propose a method to efficiently deal with CPU-intensive application based on the resources usage on physical servers. Extensive experiments have been done to validate the correctness of CPU-intensive application recognition model and the efficiency of the processing strategy. Experimental results show that the model can classify the CPU-intensive application from other types of applications with high accuracy. And the processing strategies can much improve the processing efficiency of CPU-intensive applications as well as increase the resource usage efficiency.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Systems Architecture - Volume 70, October 2016, Pages 39-47
نویسندگان
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