Novel Software Reliability Estimation Model for Altering Paradigms of Software Engineering
نویسنده
چکیده
A number of different software engineering paradigms like Component-Based Software Engineering (CBSE), Autonomic Computing, Service-Oriented Computing (SOC), Fault-Tolerant Computing and many others are being researched currently. These paradigms denote a paradigm shift from the currently mainstream object-oriented paradigm and are altering the way we view, design, develop and exercise software. Though these paradigms indicate a major shift in the way we design and code software. However, we still rely on traditional reliability models for estimating the reliability of any of the above systems. This paper analyzes the underlying characteristics of these paradigms and proposes a novel Finite Automata Based Reliability model as a suitable model for estimating reliability of modern, complex, distributed and critical software applications. We further outline the basic framework for an intelligent, automata-based reliability model that can be used for accurate estimation of system reliability of software systems at any point in the software life cycle.
منابع مشابه
A Novel ICA-based Estimator for Software Cost Estimation
One of the most important and valuable goal of software development life cycle is software cost estimation or SCE. During the recent years, SCE has attracted the attention of researchers due to huge amount of software project requests. There have been proposed so many models using heuristic and meta-heuristic algorithms to do machine learning process for SCE. COCOMO81 is one of the most popular...
متن کاملInvestigation on Reliability Estimation of Loosely Coupled Software as a Service Execution Using Clustered and Non-Clustered Web Server
Evaluating the reliability of loosely coupled Software as a Service through the paradigm of a cluster-based and non-cluster-based web server is considered to be an important attribute for the service delivery and execution. We proposed a novel method for measuring the reliability of Software as a Service execution through load testing. The fault count of the model against the stresses of users ...
متن کاملMobile Software Reliability Measurement Using Growth Model in Testing*
In this paper, we study the software reliability measurement method of reliability testing metrics. Software reliability is very important. But, it is very difficult to test for software reliability measurement. So we describes the software reliability metrics for ISO/IEC 9126, and we introduce GammaLomax software reliability model for multiple error debugging. And we calculate the software rel...
متن کاملNew Paradigm for Software Reliability Estimation
In common parlance, the traditional software reliability estimation methods often rely on assumptions like statistical distributions that are often dubious and unrealistic. This paper analyzes the assumptions of traditional reliability estimation methods and further evaluates the practical viability of the predictions offered by these models in the current scenario. We further propose a novel F...
متن کاملSoftware Cost Estimation by a New Hybrid Model of Particle Swarm Optimization and K-Nearest Neighbor Algorithms
A successful software should be finalized with determined and predetermined cost and time. Software is a production which its approximate cost is expert workforce and professionals. The most important and approximate software cost estimation (SCE) is related to the trained workforce. Creative nature of software projects and its abstract nature make extremely cost and time of projects difficult ...
متن کامل