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The thesis is an empirical case study to predict or estimate the performance and variability of contemporary software frameworks used for web application development. Thesis can be mainly divided into 3 phases. In Phase I, we theoretically try to explore and analyze PHP, EJB 3.0 and ASP.NET considering quality attributes or ilitis of mentioned technologies. In Phase II, we develop two identical web applications i.e. online component’s webstore (applications to purchase components online) in PHP and ASP.NET. In phase III, we conduct automated testing to determine and analyze applications’ performance. We developed web applications in PHP 5.3.0 and Visual Studio 2008 using ASP.NET 3.5 to practically measure and compare the applications’ performance. We used SQL Server 2005 with ASP.NET 3.5 and MySql 5.1.36 with PHP as database servers. Software architecture, CSS, database design, database constraints were tried to keep simple and same for both applications i.e.  Applications developed in PHP and ASP.NET. This similarity helps to establish realistic comparison of applications performance and variability. The applications’ performance and variability is measured with help of automated scripts. These scripts were used to generate thousands of requests on application servers and downloading components simultaneously. More details of performance testing can be found in chapter 6, 7 and 8.