DESIGN AND ANALYSIS OF AUTOMATIC VERIFICATION OF REFACTORED LEGACY CODE IN SOFTWARE SYSTEMS

2016 ◽  
Vol 72 (12) ◽  
Author(s):  
Srinivas Malladi ◽  
G. Ramakrishna
Keyword(s):  
Automatic Verification ◽  
Software Systems ◽  
Legacy Code

COSABuilder AND COSAInstantiator: AN EXTENSIBLE TOOL FOR ARCHITECTURAL DESCRIPTION

2010 ◽  
Vol 20 (03) ◽  
pp. 423-455 ◽  
Author(s):  
ADEL ALTI ◽  
ABDELLAH BOUKERRAM ◽  
ADEL SMEDA ◽  
SYLVAIN MAILLARD ◽  
MOURAD OUSSALAH
Keyword(s):  
Software Architecture ◽  
Automatic Verification ◽  
Software Systems ◽  
Modeling Tool ◽  
Architecture Model ◽  
Object Based ◽  
Component Object ◽  
Architectural Description

As software systems grow, their complexity augments rapidly. In consequence their understandability and evolvability are becoming a difficult task. To address this issue, we have previously defined COSA (Component-Object based Software Architecture), which is a software architecture model that describes systems as a collection of components and connectors. However, COSA has been undertaken with academic rather than commercial goals. This paper presents a modeling tool (called COSABuilder) and instantiating tool (called COSAInstantiator) for COSA metamodel and describes their various features. Our contribution is not only offering MDA-based tools but also automatic instantiation and automatic verification of software architecture specifications. The goal is to preserve architecture traceability features in the modeling space and to create accurate architectures.

Methods of parallel computing for multilevel fuzzy Takagi – Sugeno systems

2016 ◽  
pp. 141-149
Author(s):  
S.V. Yershov ◽  
◽  
R.М. Ponomarenko ◽  
Keyword(s):  
Dynamic Models ◽  
Fuzzy Inference ◽  
Knowledge Bases ◽  
Comparative Characteristic ◽  
Software Systems ◽  
Scientific Papers ◽  
Speed Up ◽  
Diagnostic Software ◽  
Takagi Sugeno

Parallel tiered and dynamic models of the fuzzy inference in expert-diagnostic software systems are considered, which knowledge bases are based on fuzzy rules. Tiered parallel and dynamic fuzzy inference procedures are developed that allow speed up of computations in the software system for evaluating the quality of scientific papers. Evaluations of the effectiveness of parallel tiered and dynamic schemes of computations are constructed with complex dependency graph between blocks of fuzzy Takagi – Sugeno rules. Comparative characteristic of the efficacy of parallel-stacked and dynamic models is carried out.

A Literature Review Study of Software Defect Prediction using Machine Learning Techniques

2018 ◽  
Vol 6 (6) ◽  
pp. 300 ◽  
Author(s):  
Feidu Akmel ◽  
Ermiyas Birihanu ◽  
Bahir Siraj
Keyword(s):  
Machine Learning ◽  
Software Metrics ◽  
Quality Standard ◽  
Machine Learning Techniques ◽  
Software Systems ◽  
Health Care Insurance ◽  
Software Defect ◽  
Learning Techniques ◽  
Software Product

Software systems are any software product or applications that support business domains such as Manufacturing,Aviation, Health care, insurance and so on.Software quality is a means of measuring how software is designed and how well the software conforms to that design. Some of the variables that we are looking for software quality are Correctness, Product quality, Scalability, Completeness and Absence of bugs, However the quality standard that was used from one organization is different from other for this reason it is better to apply the software metrics to measure the quality of software. Attributes that we gathered from source code through software metrics can be an input for software defect predictor. Software defect are an error that are introduced by software developer and stakeholders. Finally, in this study we discovered the application of machine learning on software defect that we gathered from the previous research works.

ANALYZING AND IMPROVING WEB APPLICATION QUALITY USING DESIGN PATTERNS

2012 ◽  
Vol 2 (2) ◽  
pp. 112-116
Author(s):  
Shikha Bhatia ◽  
Mr. Harshpreet Singh
Keyword(s):  
Web Application ◽  
Design Pattern ◽  
Design Patterns ◽  
Web Applications ◽  
Past Research ◽  
Software Systems ◽  
Interactive Software ◽  
Web Based ◽  
Software Application ◽  
Execution Speed

With the mounting demand of web applications, a number of issues allied to its quality have came in existence. In the meadow of web applications, it is very thorny to develop high quality web applications. A design pattern is a general repeatable solution to a generally stirring problem in software design. It should be noted that design pattern is not a finished product that can be directly transformed into source code. Rather design pattern is a depiction or template that describes how to find solution of a problem that can be used in many different situations. Past research has shown that design patterns greatly improved the execution speed of a software application. Design pattern are classified as creational design patterns, structural design pattern, behavioral design pattern, etc. MVC design pattern is very productive for architecting interactive software systems and web applications. This design pattern is partition-independent, because it is expressed in terms of an interactive application running in a single address space. We will design and analyze an algorithm by using MVC approach to improve the performance of web based application. The objective of our study will be to reduce one of the major object oriented features i.e. coupling between model and view segments of web based application. The implementation for the same will be done in by using .NET framework.

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