Early Software Reliability Prediction

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Publisher : Springer
ISBN 13 : 8132211766
Total Pages : 153 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Early Software Reliability Prediction by : Ajeet Kumar Pandey

Download or read book Early Software Reliability Prediction written by Ajeet Kumar Pandey and published by Springer. This book was released on 2013-07-12 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of software system with acceptable level of reliability and quality within available time frame and budget becomes a challenging objective. This objective could be achieved to some extent through early prediction of number of faults present in the software, which reduces the cost of development as it provides an opportunity to make early corrections during development process. The book presents an early software reliability prediction model that will help to grow the reliability of the software systems by monitoring it in each development phase, i.e. from requirement phase to testing phase. Different approaches are discussed in this book to tackle this challenging issue. An important approach presented in this book is a model to classify the modules into two categories (a) fault-prone and (b) not fault-prone. The methods presented in this book for assessing expected number of faults present in the software, assessing expected number of faults present at the end of each phase and classification of software modules in fault-prone or no fault-prone category are easy to understand, develop and use for any practitioner. The practitioners are expected to gain more information about their development process and product reliability, which can help to optimize the resources used.

Artificial Neural Network Applications for Software Reliability Prediction

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Publisher : John Wiley & Sons
ISBN 13 : 1119223962
Total Pages : 312 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Artificial Neural Network Applications for Software Reliability Prediction by : Manjubala Bisi

Download or read book Artificial Neural Network Applications for Software Reliability Prediction written by Manjubala Bisi and published by John Wiley & Sons. This book was released on 2017-09-21 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process is presented as well. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.

An Analysis of Early Software Reliability Improvement Techniques

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Publisher :
ISBN 13 : 9781423582755
Total Pages : 78 pages
Book Rating : 4.5/5 (827 download)

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Book Synopsis An Analysis of Early Software Reliability Improvement Techniques by : John G. Leonard

Download or read book An Analysis of Early Software Reliability Improvement Techniques written by John G. Leonard and published by . This book was released on 1997-12-01 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research explores early life cycle software reliability prediction models or techniques to predict the reliability of software prior to writing code, and a method for increasing or improving the reliability of software products early in the development life cycle. Five prediction models and two development techniques are examined. Each model is statically analyzed in terms of availability of data early in the life cycle, ease of data collection, and whether data is currently collected. One model and the two techniques satisfied those requirements and are further analyzed for their ability to predict or improve software reliability. While the researchers offer no significant statistical results of the model's ability to predict software reliability, important conclusions are drawn about the cost and time savings of using inspections as a means of improving software reliability. The results indicate that the current software development paradigm needs to be changed to use the Cleanroom Software Development Process for fixture software development. This proactive approach to developing reliable software saves development and testing costs. One obvious benefit of this research is that cost savings realized earlier in the software development cycle have a dramatic effect on making software development practices better and more efficient.

Artificial Neural Network Applications for Software Reliability Prediction

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Publisher : John Wiley & Sons
ISBN 13 : 111922392X
Total Pages : 222 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Artificial Neural Network Applications for Software Reliability Prediction by : Manjubala Bisi

Download or read book Artificial Neural Network Applications for Software Reliability Prediction written by Manjubala Bisi and published by John Wiley & Sons. This book was released on 2017-09-18 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a starting point for software professionals to apply artificial neural networks for software reliability prediction without having analyst capability and expertise in various ANN architectures and their optimization. Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process are presented. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.

Reliability Growth

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Publisher : National Academy Press
ISBN 13 : 9780309314749
Total Pages : 235 pages
Book Rating : 4.3/5 (147 download)

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Book Synopsis Reliability Growth by : Panel on Reliability Growth Methods for Defense Systems

Download or read book Reliability Growth written by Panel on Reliability Growth Methods for Defense Systems and published by National Academy Press. This book was released on 2015-03-01 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: A high percentage of defense systems fail to meet their reliability requirements. This is a serious problem for the U.S. Department of Defense (DOD), as well as the nation. Those systems are not only less likely to successfully carry out their intended missions, but they also could endanger the lives of the operators. Furthermore, reliability failures discovered after deployment can result in costly and strategic delays and the need for expensive redesign, which often limits the tactical situations in which the system can be used. Finally, systems that fail to meet their reliability requirements are much more likely to need additional scheduled and unscheduled maintenance and to need more spare parts and possibly replacement systems, all of which can substantially increase the life-cycle costs of a system. Beginning in 2008, DOD undertook a concerted effort to raise the priority of reliability through greater use of design for reliability techniques, reliability growth testing, and formal reliability growth modeling, by both the contractors and DOD units. To this end, handbooks, guidances, and formal memoranda were revised or newly issued to reduce the frequency of reliability deficiencies for defense systems in operational testing and the effects of those deficiencies. "Reliability Growth" evaluates these recent changes and, more generally, assesses how current DOD principles and practices could be modified to increase the likelihood that defense systems will satisfy their reliability requirements. This report examines changes to the reliability requirements for proposed systems; defines modern design and testing for reliability; discusses the contractor's role in reliability testing; and summarizes the current state of formal reliability growth modeling. The recommendations of "Reliability Growth" will improve the reliability of defense systems and protect the health of the valuable personnel who operate them.

Advances in Computer Science and Engineering

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Publisher : Springer Science & Business Media
ISBN 13 : 3540899855
Total Pages : 1038 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Advances in Computer Science and Engineering by : Hamid Sarbazi-Azad

Download or read book Advances in Computer Science and Engineering written by Hamid Sarbazi-Azad and published by Springer Science & Business Media. This book was released on 2008-11-23 with total page 1038 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is our pleasure to welcome you to the proceedings of the 13th International C- puter Society of Iran Computer Conference (CSICC-2008). The conference has been held annually since 1995, except for 1998, when it transitioned from a year-end to first-quarter schedule. It has been moving in the direction of greater selectivity (see Fig.1) and broader international participation. Holding it in Kish Island this year represents an effort to further facilitate and encourage international contributions. We feel privileged to participate in further advancing this strong technical tradition. 60 50 40 30 20 10 0 Dec 23-26 Dec 23-25 Dec 23-25 Jan 26-28 Mar 8-10 Feb 21-23 Feb 28-30 Feb 23-26 Feb 16-19 Feb 15-18 Jan 24-26 Feb 20-22 Mar 9-11 1995 1996 1997 Iran 1999 2000 2001 U of 2002 Iran 2003 2004 2005 Iran 2006 IPM, 2007 2008 Sharif U Amirkabir U of Sharif U Shahid Isfahan, Telecom Ferdowsi Sharif U Telecom Tehran Shahid Sharif U of Tech, U of Tech, Sci/Tech, of Tech, Beheshti Isfahan Res. U, of Tech, Res. Beheshti of Tech, Tehran Tehran Tehran Tehran U, Tehran Center Mashhad Tehran Center U, Tehran Kish Island Dates, Year, Venue

Software Architecture and Design for Reliability Predictability

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Publisher : Cambridge Scholars Publishing
ISBN 13 : 1443834157
Total Pages : 410 pages
Book Rating : 4.4/5 (438 download)

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Book Synopsis Software Architecture and Design for Reliability Predictability by : Assefa D. Semegn

Download or read book Software Architecture and Design for Reliability Predictability written by Assefa D. Semegn and published by Cambridge Scholars Publishing. This book was released on 2011-09-22 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability prediction of a software product is complex due to interdependence and interactions among components and the difficulty of representing this behavior with tractable models. Models developed by making simplifying assumptions about the software structure may be easy to use, but their result may be far from what happens in reality. Making assumptions closer to the reality, which allows complex interactions and interdependences among components, results in models that are too complex to use. Their results may also be too difficult to interpret. The reliability prediction problem is worsened by the lack of precise information on the behavior of components and their interactions, information that is relevant for reliability modeling. Usually, the interactions are not known precisely because of subtle undocumented side effects. Without accurate precise information, even mathematically correct models will not yield accurate reliability predictions. Deriving the necessary information from program code is not practical if not impossible. This is because the code contains too much implementation detail to be useful in creating a tractable model. It is also difficult to analyze system reliability completely based on the program code. This book documents the resulting novel approach of designing, specifying, and describing the behavior of software systems in a way that helps to predict their reliability from the reliability of the components and their interactions. The design approach is named design for reliability predictability (DRP). It integrates design for change, precise behavioral documentation and structure based reliability prediction to achieve improved reliability prediction of software systems. The specification and documentation approach builds upon precise behavioral specification of interfaces using the trace function method (TFM). It also introduces a number of structure functions or connection documents. These functions capture both the static and dynamic behaviors of component based software systems. They are used as a basis for a novel document driven structure based reliability prediction model. System reliability assessment is studied in at least three levels: component reliability, which is assumed to be known; interaction reliability, a novel approach to studying software reliability; and service reliability, whose estimation is the primary objective of reliability assessment. System reliability can be expressed as a function of service reliability. A mobile streaming system, designed and developed by the author as an industrial product, is used as a case study to demonstrate the application of the approach.

Data Management, Analytics and Innovation

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Publisher : Springer
ISBN 13 : 9811314020
Total Pages : 504 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Data Management, Analytics and Innovation by : Valentina Emilia Balas

Download or read book Data Management, Analytics and Innovation written by Valentina Emilia Balas and published by Springer. This book was released on 2018-08-09 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents the latest, high-quality, technical contributions and research findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. It discusses state-of-the-art topics as well as the challenges and solutions for future development. It includes original and previously unpublished international research work highlighting research domains from different perspectives. This book is mainly intended for researchers and practitioners in academia and industry.

Distributed Computing and Internet Technology

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Publisher : Springer
ISBN 13 : 3540324291
Total Pages : 610 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Distributed Computing and Internet Technology by : Goutam Chakraborty

Download or read book Distributed Computing and Internet Technology written by Goutam Chakraborty and published by Springer. This book was released on 2005-12-09 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: The opening ceremony and pre-conference tutorials on various related topics were held on December 21. The technical program started on December 22 and continued for three days. The program was arranged in single track so as to enable participants to attend sessions of di?erent tracks. Papers from the DM, IT, SE, and SS tracks were divided into two sessions, whereas DC track sessions were held on the ?rst two days of the conference. The program also included two plenary talks. The ?rst talk was delivered by S. S. Iyengar from Louisiana State University, USA. The second talk was delivered by He Jifeng from the International Institute for Software Technology (IIST) Macau. Prof. Iyenger’s talk on “The Distributed Sensor Networks — An Emerging Technology” was focused on new ideas about the use of distributed systems for emerging technology, while Prof. Jifeng’s talk on “Linking Theories of Concurrency by Retraction” dealt with semantics of concurrency. All the conference committee members contributed towards the success of ICDCIT 2005. And it was a pleasant experience for me to work with them. The one name that sticks out is R. K. Ghosh, Steering Committee Chair. He really steered the group with his past experience as Program Chair of ICDCIT 2004.

Software Process Improvement and Capability Determination

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Publisher : Springer
ISBN 13 : 3319389807
Total Pages : 447 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Software Process Improvement and Capability Determination by : Paul M. Clarke

Download or read book Software Process Improvement and Capability Determination written by Paul M. Clarke and published by Springer. This book was released on 2016-05-11 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Software Process Improvement and Capability Determination, SPICE 2016, held in Dublin, Ireland, in June 2016. The 28 full papers presented together with 5 short papers were carefully reviewed and selected from 52 submissions. The papers are organized in the following topical sections: SPI in regulated and safety critical domains; gamification and education issues in SPI; SPI in agile and small settings; SPI and assessment; SPI and project management concerns; empirical research case studies of SPI; knowledge and human communications issues in SPI.

Automated Software Testing

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Publisher : Springer Nature
ISBN 13 : 9811524556
Total Pages : 173 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Automated Software Testing by : Ajay Kumar Jena

Download or read book Automated Software Testing written by Ajay Kumar Jena and published by Springer Nature. This book was released on 2020-02-03 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is more difficult to test distributed and service-oriented architecture-based applications, there is a pressing need to discuss the latest developments in automated software testing. This book discusses the most relevant issues, models, tools, challenges, and applications in automated software testing. Further, it brings together academic researchers, scientists, and engineers from a wide range of industrial application areas, who present their latest findings and identify future challenges in this fledging research area.

Information Systems Design and Intelligent Applications

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Publisher : Springer
ISBN 13 : 8132227557
Total Pages : 735 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Information Systems Design and Intelligent Applications by : Suresh Chandra Satapathy

Download or read book Information Systems Design and Intelligent Applications written by Suresh Chandra Satapathy and published by Springer. This book was released on 2016-02-05 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third international conference on INformation Systems Design and Intelligent Applications (INDIA – 2016) held in Visakhapatnam, India during January 8-9, 2016. The book covers all aspects of information system design, computer science and technology, general sciences, and educational research. Upon a double blind review process, a number of high quality papers are selected and collected in the book, which is composed of three different volumes, and covers a variety of topics, including natural language processing, artificial intelligence, security and privacy, communications, wireless and sensor networks, microelectronics, circuit and systems, machine learning, soft computing, mobile computing and applications, cloud computing, software engineering, graphics and image processing, rural engineering, e-commerce, e-governance, business computing, molecular computing, nano-computing, chemical computing, intelligent computing for GIS and remote sensing, bio-informatics and bio-computing. These fields are not only limited to computer researchers but also include mathematics, chemistry, biology, bio-chemistry, engineering, statistics, and all others in which computer techniques may assist.

Achieving Quality in Software

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Publisher : Springer
ISBN 13 : 0387348697
Total Pages : 424 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Achieving Quality in Software by : S. Bologna

Download or read book Achieving Quality in Software written by S. Bologna and published by Springer. This book was released on 2013-11-11 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software quality is a generalised statement difficult to agree or disagree with until a precise definition of the concept of "Software Quality" is reached in terms of measurable quantities. Unfortunately, for the software technology the basic question of: • what to measure; • how to measure; • when to measure; • how to deal with the data obtained are still unanswered and are also closely dependant on the field of application. In the past twenty years or more there have been a number of conferences and debates focusing on the concept of Software Quality, which produced no real industrial impact. Recently, however, the implementation of a few generic standards (ISO 9000, IEEE etc.) has produced and improved application of good practice principles at the industrial level. As a graduate in PhYSiCS, I still believe it is a long way before the concept of Software Quality can be defined exactly and measured, if ever. This is way I think the AQuIS series of conferences is important, its object begin to provide a platform for the transfer of technology and know how between Academic, Industrial and Research Institutions, in the field of Software Quality. Their objects are: • to provide a forum for the introduction and discussion of new research breakthroughs in Software Quality; • to provide professional Software Quality engineers with the necessary exposure to the results of current research; • to expose the research community to the problems of practical application of new results.

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

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Publisher : Springer
ISBN 13 : 981100448X
Total Pages : 1063 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of Fifth International Conference on Soft Computing for Problem Solving by : Millie Pant

Download or read book Proceedings of Fifth International Conference on Soft Computing for Problem Solving written by Millie Pant and published by Springer. This book was released on 2016-03-19 with total page 1063 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of SocProS 2015 will serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘Soft Computing’. The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a difficult task. The different application areas covered in the proceedings are: Image Processing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal Processing, Problems related to Medical and Health Care, Networking Optimization Problems, etc.

Reliability and Six Sigma

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Publisher : Springer Science & Business Media
ISBN 13 : 0387302565
Total Pages : 396 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Reliability and Six Sigma by : U Dinesh Kumar

Download or read book Reliability and Six Sigma written by U Dinesh Kumar and published by Springer Science & Business Media. This book was released on 2006-06-15 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a carefully developed integration of mathematical models that relate Six Sigma and reliability measures for the first time. Several case studies are used throughout the book to illustrate the application of the models discussed. The strength of Six Sigma is the way in which it structures the problem and the solution methodology to solve the problem. This is probably the only concept to attract the attention of almost all companies across the world irrespective of their business mission.

Strategic Engineering for Cloud Computing and Big Data Analytics

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Publisher : Springer
ISBN 13 : 3319524917
Total Pages : 226 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Strategic Engineering for Cloud Computing and Big Data Analytics by : Amin Hosseinian-Far

Download or read book Strategic Engineering for Cloud Computing and Big Data Analytics written by Amin Hosseinian-Far and published by Springer. This book was released on 2017-02-13 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the use of a wide range of strategic engineering concepts, theories and applied case studies to improve the safety, security and sustainability of complex and large-scale engineering and computer systems. It first details the concepts of system design, life cycle, impact assessment and security to show how these ideas can be brought to bear on the modeling, analysis and design of information systems with a focused view on cloud-computing systems and big data analytics. This informative book is a valuable resource for graduate students, researchers and industry-based practitioners working in engineering, information and business systems as well as strategy.

Frontiers of Performability Engineering

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Publisher : Springer Nature
ISBN 13 : 9819982588
Total Pages : 688 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Frontiers of Performability Engineering by : Durga Rao Karanki

Download or read book Frontiers of Performability Engineering written by Durga Rao Karanki and published by Springer Nature. This book was released on with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: