Early Reliability Prediction Of Object Oriented Systems

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Early Reliability Prediction of Object-Oriented Systems

Author : Sirsendu Mohanta
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659408830
Total Pages : 128 pages
Book Rating : 4.4/5 (88 download)

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Book Synopsis Early Reliability Prediction of Object-Oriented Systems by : Sirsendu Mohanta

Download or read book Early Reliability Prediction of Object-Oriented Systems written by Sirsendu Mohanta and published by LAP Lambert Academic Publishing. This book was released on 2013 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety-critical applications such as aviation, nuclear power generation, satellite communication, required to be highly reliable as failure of these systems may cause injury or death to human beings. Apart from the safety critical systems, software has become an integral part of most complex applications. Thus it is very important to ensure that the underlying software operates correctly, properly performs its intended functions and delivers its desirable output. However, in the early stages of development, it is difficult to quantitatively assess the reliability of a software product due to, unavailability of software failure information. Despite several research studies, not a single approach has proved to be effective in measuring the reliability of a software product. In this context, this book describes an improved bottom-up approach to predict the reliability for object-oriented systems. This approach uses product metrics gathered during the design stage of software development for reliability prediction. Moreover, through experimental application and evaluation, this book shows that, the proposed approach is both practical and useful for real world software projects.

Early Software Reliability Prediction

Author : Ajeet Kumar Pandey
Publisher : Springer
ISBN 13 : 8132211766
Total Pages : 164 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 164 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.

Automated Software Testing

Author : Ajay Kumar Jena
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, Technology and Management

Author : Sushil K. Prasad
Publisher : Springer
ISBN 13 : 3642120350
Total Pages : 431 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Information Systems, Technology and Management by : Sushil K. Prasad

Download or read book Information Systems, Technology and Management written by Sushil K. Prasad and published by Springer. This book was released on 2010-04-08 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 4th International Conference on Information Systems, Technology and Management, ICISTM 2010, held in Bangkok, Thailand, in March 2010. The 28 revised full papers presented together with 3 keynote lectures, 9 short papers, and 2 tutorial papers were carefully reviewed and selected from 86 submissions. The papers are organized in topical sections on information systems, information technology, information management, and applications.

Information Systems Design and Intelligent Applications

Author : Suresh Chandra Satapathy
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.

Tenth International Symposium on Software Reliability Engineering

Author : IEEE Computer Society
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 : 9780769504438
Total Pages : 322 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Tenth International Symposium on Software Reliability Engineering by : IEEE Computer Society

Download or read book Tenth International Symposium on Software Reliability Engineering written by IEEE Computer Society and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1999 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theme of the November 1999 symposium deals with which technologies to take into the new millennium and which ones to leave behind. The 32 papers address software reliability techniques models, reliability and safety, object-oriented testing and modeling, quality, testing, and early quality prediction. Some of the topics are rare failure-state in a Markov chain model for software reliability, classification tree models of software quality over multiple releases, mutation testing applied to validate specifications based on statecharts, generating test cases from an OO model with an AI planning system, and requirements volatility and defect density. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR.

Soft Computing: Theories and Applications

Author : Millie Pant
Publisher : Springer
ISBN 13 : 9811056994
Total Pages : 771 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Soft Computing: Theories and Applications by : Millie Pant

Download or read book Soft Computing: Theories and Applications written by Millie Pant and published by Springer. This book was released on 2017-11-23 with total page 771 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on soft computing and its applications to solve real-life problems occurring in different domains ranging from medical and health care, supply chain management and image processing to cryptanalysis. It presents the proceedings of International Conference on Soft Computing: Theories and Applications (SoCTA 2016), offering significant insights into soft computing for teachers and researchers and inspiring more and more researchers to work in the field of soft computing. >The term soft computing represents an umbrella term for computational techniques like fuzzy logic, neural networks, and nature inspired algorithms. In the past few decades, there has been an exponential rise in the application of soft computing techniques for solving complex and intricate problems arising in different spheres of life. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. SoCTA is the first international conference being organized at Amity University Rajasthan (AUR), Jaipur. The objective of SoCTA 2016 is to provide a common platform to researchers, academicians, scientists, and industrialists working in the area of soft computing to share and exchange their views and ideas on the theory and application of soft computing techniques in multi-disciplinary areas. The aim of the conference is to bring together young and experienced researchers, academicians, scientists, and industrialists for the exchange of knowledge. SoCTA especially encourages the young researchers at the beginning of their career to participate in this conference and present their work on this platform.

Software Architecture and Design for Reliability Predictability

Author : Assefa D. Semegn
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.

Communication and Intelligent Systems

Author : Harish Sharma
Publisher : Springer Nature
ISBN 13 : 9811610894
Total Pages : 1040 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Communication and Intelligent Systems by : Harish Sharma

Download or read book Communication and Intelligent Systems written by Harish Sharma and published by Springer Nature. This book was released on 2021-06-28 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized jointly by Birla Institute of Applied Sciences, Uttarakhand, and Soft Computing Research Society during 26–27 December 2020. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.

Congress on Intelligent Systems

Author : Harish Sharma
Publisher : Springer Nature
ISBN 13 : 9813369817
Total Pages : 815 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Congress on Intelligent Systems by : Harish Sharma

Download or read book Congress on Intelligent Systems written by Harish Sharma and published by Springer Nature. This book was released on 2021-05-27 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of selected papers presented at the First Congress on Intelligent Systems (CIS 2020), held in New Delhi, India during September 5 – 6, 2020. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers topics such as Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro fuzzy systems.

Research Anthology on Usage and Development of Open Source Software

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799891593
Total Pages : 904 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Usage and Development of Open Source Software by : Management Association, Information Resources

Download or read book Research Anthology on Usage and Development of Open Source Software written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-06-25 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quick growth of computer technology and development of software caused it to be in a constant state of change and advancement. This advancement in software development meant that there would be many types of software developed in order to excel in usability and efficiency. Among these different types of software was open source software, one that grants permission for users to use, study, change, and distribute it freely. Due to its availability, open source software has quickly become a valuable asset to the world of computer technology and across various disciplines including education, business, and library science. The Research Anthology on Usage and Development of Open Source Software presents comprehensive research on the design and development of open source software as well as the ways in which it is used. The text discusses in depth the way in which this computer software has been made into a collaborative effort for the advancement of software technology. Discussing topics such as ISO standards, big data, fault prediction, open collaboration, and software development, this anthology is essential for computer engineers, software developers, IT specialists and consultants, instructors, librarians, managers, executives, professionals, academicians, researchers, and students.

Early Failure Prediction During Change Impact Analysis for Improving Object-oriented Software Maintenance

Author :
Publisher :
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.:/5 (128 download)

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Book Synopsis Early Failure Prediction During Change Impact Analysis for Improving Object-oriented Software Maintenance by :

Download or read book Early Failure Prediction During Change Impact Analysis for Improving Object-oriented Software Maintenance written by and published by . This book was released on 2014 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Failure Prediction -- Impact Analysis -- Object-Oriented -- Software Maintenance.

Architecting Dependable Systems II

Author : Rogério de Lemos
Publisher : Springer Science & Business Media
ISBN 13 : 3540231684
Total Pages : 357 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Architecting Dependable Systems II by : Rogério de Lemos

Download or read book Architecting Dependable Systems II written by Rogério de Lemos and published by Springer Science & Business Media. This book was released on 2004-10-22 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: As software systems become ubiquitous, the issues of dependability become more and more critical. Given that solutions to these issues must be taken into account from the very beginning of the design process, it is appropriate that dependability is addressed at the architectural level. This book results from an effort to bring together the research communities of software architectures and dependability. Inspired by the ICSE 2003 Workshop on Software Architectures for Dependable Systems, the book focuses on topics relevant to improving the state of the art in architecting dependable systems. The 15 thoroughly reviewed papers originate partly from the workshop; others were solicited in order to achieve complete coverage of all relevant aspects. The papers are organized into topical sections on architectures for dependability, fault-tolerance in software architectures, dependability analysis in software architectures, and industrial experience.

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

Author : Millie Pant
Publisher : Springer
ISBN 13 : 981100448X
Total Pages : 1030 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 1030 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.

Next Generation and Advanced Network Reliability Analysis

Author : Syed Riffat Ali
Publisher : Springer
ISBN 13 : 3030016471
Total Pages : 329 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Next Generation and Advanced Network Reliability Analysis by : Syed Riffat Ali

Download or read book Next Generation and Advanced Network Reliability Analysis written by Syed Riffat Ali and published by Springer. This book was released on 2018-11-19 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers reliability assessment and prediction of new technologies such as next generation networks that use cloud computing, Network Function Virtualization (NVF), Software Defined Network (SDN), Next Generation Transport, Evolving Wireless Systems, Digital VoIP Telephony, and Reliability Testing techniques specific to Next Generation Networks (NGN). This book introduces the technology to the reader first, followed by advanced reliability techniques applicable to both hardware and software reliability analysis. The book covers methodologies that can predict reliability using component failure rates to system level downtimes. The book’s goal is to familiarize the reader with analytical techniques, tools and methods necessary for analyzing very complex networks using very different technologies. The book lets readers quickly learn technologies behind currently evolving NGN and apply advanced Markov modeling and Software Reliability Engineering (SRE) techniques for assessing their operational reliability. Covers reliability analysis of advanced networks and provides basic mathematical tools and analysis techniques and methodology for reliability and quality assessment; Develops Markov and Software Engineering Models to predict reliability; Covers both hardware and software reliability for next generation technologies.

Smart Computing and Informatics

Author : Suresh Chandra Satapathy
Publisher : Springer
ISBN 13 : 9811055475
Total Pages : 646 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Smart Computing and Informatics by : Suresh Chandra Satapathy

Download or read book Smart Computing and Informatics written by Suresh Chandra Satapathy and published by Springer. This book was released on 2017-10-28 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 68 papers presented at SCI 2016: First International Conference on Smart Computing and Informatics. The conference was held during 3-4 March 2017, Visakhapatnam, India and organized communally by ANITS, Visakhapatnam and supported technically by CSI Division V – Education and Research and PRF, Vizag. This volume contains papers mainly focused on smart computing for cloud storage, data mining and software analysis, and image processing.

Nanoelectronics, Circuits and Communication Systems

Author : Vijay Nath
Publisher : Springer
ISBN 13 : 9811307768
Total Pages : 611 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Nanoelectronics, Circuits and Communication Systems by : Vijay Nath

Download or read book Nanoelectronics, Circuits and Communication Systems written by Vijay Nath and published by Springer. This book was released on 2018-08-01 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected papers presented at Third International Conference on Nanoelectronics, Circuits and Communication Systems (NCCS 2017). Covering topics such as MEMS and nanoelectronics, wireless communications, optical communication, instrumentation, signal processing, Internet of Things, image processing, bioengineering, green energy, hybrid vehicles, environmental science, weather forecasting, cloud computing, renewable energy, RFID, CMOS sensors, actuators, transducers, telemetry systems, embedded systems, and sensor network applications in mines, it is a valuable resource for young scholars, researchers, and academics.