Comparative Analysis of Software Performance Prediction Approaches in Context of Component-based System

نویسندگان

  • Adil Ali Abdelaziz
  • Wan M.N. Wan Kadir
  • Addin Osman
چکیده

In recent years, there has been increasing interest on using Component-Base System (CBS) to develop Applications. These parts are glued together to compose an application. Since the approach supports reusability, these parts might be reused into countless systems. CBS provides efficiency, reliability and reduces the need for maintenance. However, performance is a major problem with this kind of applications. It believed that, the failure of performance means

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Formal approach on modeling and predicting of software system security: Stochastic petri net

To evaluate and predict component-based software security, a two-dimensional model of software security is proposed by Stochastic Petri Net in this paper. In this approach, the software security is modeled by graphical presentation ability of Petri nets, and the quantitative prediction is provided by the evaluation capability of Stochastic Petri Net and the computing power of Markov chain. Each...

متن کامل

Machine learning algorithms in air quality modeling

Modern studies in the field of environment science and engineering show that deterministic models struggle to capture the relationship between the concentration of atmospheric pollutants and their emission sources. The recent advances in statistical modeling based on machine learning approaches have emerged as solution to tackle these issues. It is a fact that, input variable type largely affec...

متن کامل

Prediction Based on Type-II Censored Coherent System Lifetime Data under a Proportional Reversed Hazard Rate Model

In this paper, we discuss the prediction problem based on censored coherent system lifetime data when the system structure is known and the component lifetime follows the proportional reversed hazard model. Different point and interval predictors based on classical and Bayesian approaches are derived. A numerical example is presented to illustrate the prediction methods used in this paper. Mont...

متن کامل

Prioritization of faculty members promotion criteria based on a comparative study in the context of faculty promotion systems in selected universities

Faculty members are one of the important pillars of universities that play an significant role in the development of countries. Regarding the important position of faculty members in the development of the country and higher education, this research has proceeded to one of the policies that has a significant impact on faculty memberschr('39') performance. This study was aimed at lesson-drawing ...

متن کامل

A Comparative Analysis of General Defect Proneness in the Competing Software Systems

Predicting defect-prone software components are an economically important activity and so has received a good deal of attention. The main objective of this software defect-proneness is to propose and evaluate a general framework for defect prediction in software that supports 1) unbiased and 2) comprehensive comparisons between competing prediction systems. Generally, before building defect pre...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011