Statistical Causal Analysis For Fault Localization

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Handbook of Software Fault Localization

Author : W. Eric Wong
Publisher : John Wiley & Sons
ISBN 13 : 1119291801
Total Pages : 614 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Handbook of Software Fault Localization by : W. Eric Wong

Download or read book Handbook of Software Fault Localization written by W. Eric Wong and published by John Wiley & Sons. This book was released on 2023-05-09 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Software Fault Localization A comprehensive analysis of fault localization techniques and strategies In Handbook of Software Fault Localization: Foundations and Advances, distinguished computer scientists Prof. W. Eric Wong and Prof. T.H. Tse deliver a robust treatment of up-to-date techniques, tools, and essential issues in software fault localization. The authors offer collective discussions of fault localization strategies with an emphasis on the most important features of each approach. The book also explores critical aspects of software fault localization, like multiple bugs, successful and failed test cases, coincidental correctness, faults introduced by missing code, the combination of several fault localization techniques, ties within fault localization rankings, concurrency bugs, spreadsheet fault localization, and theoretical studies on fault localization. Readers will benefit from the authors’ straightforward discussions of how to apply cost-effective techniques to a variety of specific environments common in the real world. They will also enjoy the in-depth explorations of recent research directions on this topic. Handbook of Software Fault Localization also includes: A thorough introduction to the concepts of software testing and debugging, their importance, typical challenges, and the consequences of poor efforts Comprehensive explorations of traditional fault localization techniques, including program logging, assertions, and breakpoints Practical discussions of slicing-based, program spectrum-based, and statistics-based techniques In-depth examinations of machine learning-, data mining-, and model-based techniques for software fault localization Perfect for researchers, professors, and students studying and working in the field, Handbook of Software Fault Localization: Foundations and Advances is also an indispensable resource for software engineers, managers, and software project decision makers responsible for schedule and budget control.

Data-driven Methods for Fault Localization in Process Technology

Author : Kuehnert, Christian
Publisher : KIT Scientific Publishing
ISBN 13 : 3731500981
Total Pages : 228 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Data-driven Methods for Fault Localization in Process Technology by : Kuehnert, Christian

Download or read book Data-driven Methods for Fault Localization in Process Technology written by Kuehnert, Christian and published by KIT Scientific Publishing. This book was released on 2013-10-24 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control systems at production plants consist of a large number of process variables. When detecting abnormal behavior, these variables generate an alarm. Due to the interconnection of the plant's devices the fault can lead to an alarm flood. This again hides the original location of the causing device. In this work several data-driven approaches for root cause localization are proposed, compared and combined. All methods analyze disturbed process data for backtracking the propagation path.

Hardware and Software: Verification and Testing

Author : Roderick Bloem
Publisher : Springer
ISBN 13 : 3319490524
Total Pages : 225 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Hardware and Software: Verification and Testing by : Roderick Bloem

Download or read book Hardware and Software: Verification and Testing written by Roderick Bloem and published by Springer. This book was released on 2016-10-31 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Haifa Verification Conference, HVC 2016, held in Haifa, Israel in November 2016. The 13 revised full papers and one tool paper presented were carefully reviewed and selected from 26 submissions. They are dedicated to advance the state of the art and state of the practice in verification and testing and are discussing future directions of testing and verification for hardware, software, and complex hybrid systems.

Formal Concept Analysis

Author : Raoul Medina
Publisher : Springer
ISBN 13 : 3540781374
Total Pages : 335 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Formal Concept Analysis by : Raoul Medina

Download or read book Formal Concept Analysis written by Raoul Medina and published by Springer. This book was released on 2008-02-15 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Formal Concept Analysis (FCA) is a mathematical theory of concepts and c- ceptualhierarchyleadingtomethodsforconceptuallyanalyzingdataandkno- edge. The theoryitselfstronglyreliesonorderandlatticetheory,whichhasbeen studied by mathematicians over decades. FCA proved itself highly relevant in several applications from the beginning, and, over the last years, the range of applicationshaskeptgrowing. The mainreasonfor this comesfromthe fact that our modern society has turned into an “information” society. After years and years of using computers, companies realized they had stored gigantic amounts of data. Then, they realized that this data, just rough information for them, might become a real treasure if turned into knowledge. FCA is particularly well suited for this purpose. From relational data, FCA can extract implications, - pendencies, concepts and hierarchies of concepts, and thus capture part of the knowledge hidden in the data. The ICFCA conference series gathers researchers from all over the world, being the main forum to present new results in FCA and related ?elds. These results range from theoretical novelties to advances in FCA-related algorithmic issues, as well as application domains of FCA. ICFCA 2008 was in the same vein as its predecessors: high-quality papers and presentations, the place of real debate and exchange of ideas. ICFCA 2008 contributed to strengthening the links between theory and applications. The high quality of the presentations was the result of the remarkable work of the authors and the reviewers. We wish to thank the reviewers for all their valuable comments, which helped the authors to improve their presentations.

Innovative Mobile and Internet Services in Ubiquitous Computing

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 3319935542
Total Pages : 987 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Innovative Mobile and Internet Services in Ubiquitous Computing by : Leonard Barolli

Download or read book Innovative Mobile and Internet Services in Ubiquitous Computing written by Leonard Barolli and published by Springer. This book was released on 2018-06-07 with total page 987 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research findings, methods and development techniques related to Ubiquitous and Pervasive Computing (UPC) as well as challenges and solutions from both theoretical and practical perspectives with an emphasis on innovative, mobile and internet services. With the proliferation of wireless technologies and electronic devices, there is a rapidly growing interest in Ubiquitous and Pervasive Computing (UPC). UPC makes it possible to create a human-oriented computing environment where computer chips are embedded in everyday objects and interact with physical world. It also allows users to be online even while moving around, providing them with almost permanent access to their preferred services. Along with a great potential to revolutionize our lives, UPC also poses new research challenges.

Experimental Algorithms

Author : Panos M. Pardalos
Publisher : Springer
ISBN 13 : 364220662X
Total Pages : 469 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Experimental Algorithms by : Panos M. Pardalos

Download or read book Experimental Algorithms written by Panos M. Pardalos and published by Springer. This book was released on 2011-04-21 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 10th International Symposium on Experimental Algorithms, SEA 2011, held in Kolimpari, Chania, Crete, Greece, in May 2011. The 36 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 83 submissions and present current research in the area of design, analysis, and experimental evaluation and engineering of algorithms, as well as in various aspects of computational optimization and its applications.

Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems

Author : Matthias Rohr
Publisher : BoD – Books on Demand
ISBN 13 : 3734745160
Total Pages : 233 pages
Book Rating : 4.7/5 (347 download)

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Book Synopsis Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems by : Matthias Rohr

Download or read book Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems written by Matthias Rohr and published by BoD – Books on Demand. This book was released on 2015-02-09 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software timing behavior measurements, such as response times, often show high statistical variance. This variance can make the analysis difficult or even threaten the applicability of statistical techniques. This thesis introduces a method for improving the analysis of software response time measurements that show high variance. Our approach can find relations between timing behavior variance and both trace shape information and workload intensity information. This relation is used to provide timing behavior measurements with virtually less variance. This can make timing behavior analysis more robust (e.g., improved confidence and precision) and faster (e.g., less simulation runs and shorter monitoring period). The thesis contributes TracSTA (Trace-Context-Sensitive Timing Behavior Analysis) and WiSTA (Workload-Intensity-Sensitive Timing Behavior Analysis). TracSTA uses trace shape information (i.e., the shape of the control flow corresponding to a software operation execution) and WiSTA uses workload intensity metrics (e.g., the number of concurrent software executions) to create context-specific timing behavior profiles. Both the applicability and effectiveness are evaluated in several case studies and field studies. The evaluation shows a strong relation between timing behavior and the metrics considered by TracSTA and WiSTA. Additionally, a fault localization approach for enterprise software systems is presented as application scenario. It uses the timing behavior data provided by TracSTA and WiSTA for anomaly detection.

Actual Causality

Author : Joseph Y. Halpern
Publisher : MIT Press
ISBN 13 : 0262035022
Total Pages : 240 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Actual Causality by : Joseph Y. Halpern

Download or read book Actual Causality written by Joseph Y. Halpern and published by MIT Press. This book was released on 2016-08-12 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores actual causality, and such related notions as degree of responsibility, degree of blame, and causal explanation. The goal is to arrive at a definition of causality that matches our natural language usage and is helpful, for example, to a jury deciding a legal case, a programmer looking for the line of code that cause some software to fail, or an economist trying to determine whether austerity caused a subsequent depression.

NASA Formal Methods

Author : Alwyn Goodloe
Publisher : Springer Science & Business Media
ISBN 13 : 3642288901
Total Pages : 477 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis NASA Formal Methods by : Alwyn Goodloe

Download or read book NASA Formal Methods written by Alwyn Goodloe and published by Springer Science & Business Media. This book was released on 2012-03-27 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Fourth International Symposium on NASA Formal Methods, NFM 2012, held in Norfolk, VA, USA, in April 2012. The 36 revised regular papers presented together with 10 short papers, 3 invited talks were carefully reviewed and selected from 93 submissions. The topics are organized in topical sections on theorem proving, symbolic execution, model-based engineering, real-time and stochastic systems, model checking, abstraction and abstraction refinement, compositional verification techniques, static and dynamic analysis techniques, fault protection, cyber security, specification formalisms, requirements analysis and applications of formal techniques.

Vibration Problems in Machines

Author : Arthur W. Lees
Publisher : CRC Press
ISBN 13 : 1000065944
Total Pages : 360 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Vibration Problems in Machines by : Arthur W. Lees

Download or read book Vibration Problems in Machines written by Arthur W. Lees and published by CRC Press. This book was released on 2020-07-02 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vibration Problems in Machines explains how to infer information about the internal operations of rotating machines from external measurements through methods used to resolve practical plant problems. Second edition includes summary of instrumentation, methods for establishing machine rundown data, relationship between the rundown curves and the ideal frequency response function. The section on balancing has been expanded and examples are given on the strategies for balancing a rotor with a bend, with new section on instabilities. It includes case studies with real plant data, MATLAB® scripts and functions for the modelling and analysis of rotating machines.

Challenges for Next Generation Network Operations and Service Management

Author : Yan Ma
Publisher : Springer Science & Business Media
ISBN 13 : 3540886222
Total Pages : 588 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Challenges for Next Generation Network Operations and Service Management by : Yan Ma

Download or read book Challenges for Next Generation Network Operations and Service Management written by Yan Ma and published by Springer Science & Business Media. This book was released on 2008-10-06 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th Asia-Pacific Network Operations and Management Symposium, APNOMS 2008, held in Beijing, China, in October 2008. The 43 revised full papers and 34 revised short papers presented were carefully reviewed and selected from 195 submissions. The papers are organized in topical sections on routing and topology management; fault management; community and virtual group management; autonomous and distributed control; sensor network management; traffic identification; QoS management; policy and service management; wireless and mobile network management; security management; short papers.

Automated Technology for Verification and Analysis

Author : Susanne Graf
Publisher : Springer
ISBN 13 : 354047238X
Total Pages : 551 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Automated Technology for Verification and Analysis by : Susanne Graf

Download or read book Automated Technology for Verification and Analysis written by Susanne Graf and published by Springer. This book was released on 2006-10-11 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Symposium on Automated Technology for Verification and Analysis, ATVA 2006, held in Beijing, China in October 2006. The 35 revised full papers presented together with abstracts of three keynote papers were carefully reviewed and selected from 137 submissions.

Management of Multimedia Networks and Services

Author : Jordi Dalmau Royo
Publisher : Springer
ISBN 13 : 3540320903
Total Pages : 395 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Management of Multimedia Networks and Services by : Jordi Dalmau Royo

Download or read book Management of Multimedia Networks and Services written by Jordi Dalmau Royo and published by Springer. This book was released on 2005-10-17 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to present the proceedings of the 8th IFIP/IEEE International Conference on Management of Multimedia Networks and Services (MMNS 2005). The MMNS 2005 conference was held in Barcelona, Spain on October 24–26, 2005. As in previous years, the conference brought together an international audience of researchers and scientists from industry and academia who are researching and developing state-of-the-art management systems, while creating a public venue for results dissemination and intellectual collaboration. This year marked a challenging chapter in the advancement of management systems for the wider management research community, with the growing complexities of the “so-called” multimedia over Internet, the proliferation of alternative wireless networks (WLL, WiFi and WiMAX) and 3G mobile services, intelligent and high-speed networks scalable multimedia services and the convergence of computing and communications for data, voice and video delivery. Contributions from the research community met this challenge with 65 paper submissions; 33 high-quality papers were subsequently selected to form the MMNS 2005 technical program. The diverse topics in this year’s program included wireless networking technologies, wireless network applications, quality of services, multimedia, Web applications, overlay network management, and bandwidth management.

Proceedings of Second International Conference on Sustainable Expert Systems

Author : Subarna Shakya
Publisher : Springer Nature
ISBN 13 : 9811676577
Total Pages : 911 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Second International Conference on Sustainable Expert Systems by : Subarna Shakya

Download or read book Proceedings of Second International Conference on Sustainable Expert Systems written by Subarna Shakya and published by Springer Nature. This book was released on 2022-02-26 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality research papers presented at the 2nd International Conference on Sustainable Expert Systems (ICSES 2021), held in Nepal during September 17–18, 2021. The book focusses on the research information related to artificial intelligence, sustainability, and expert systems applied in almost all the areas of industries, government sectors, and educational institutions worldwide. The main thrust of the book is to publish the conference papers that deal with the design, implementation, development, testing, and management of intelligent and sustainable expert systems and also to provide both theoretical and practical guidelines for the deployment of these systems.

Process Control Performance Assessment

Author : Andrzej Ordys
Publisher : Springer Science & Business Media
ISBN 13 : 1846286247
Total Pages : 341 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Process Control Performance Assessment by : Andrzej Ordys

Download or read book Process Control Performance Assessment written by Andrzej Ordys and published by Springer Science & Business Media. This book was released on 2007-05-19 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to the application of control benchmarking to real, complex, industrial processes. The variety of industrial case studies gives the benchmarking ideas presented a robust real-world attitude. The book deals with control engineering principles and economic and management aspects of benchmarking. It shows the reader how to avoid common problems in benchmarking and details the benefits of effective benchmarking.

Runtime Verification

Author : Ezio Bartocci
Publisher : Springer
ISBN 13 : 3319238205
Total Pages : 439 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Runtime Verification by : Ezio Bartocci

Download or read book Runtime Verification written by Ezio Bartocci and published by Springer. This book was released on 2015-09-19 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Runtime Verification, RV 2015, held in Vienna, Austria, in September 2015. The 15 revised full papers presented together with 4 short papers, 2 tool papers, 4 tutorials, 3 invited talks, and 2 software competition papers were carefully reviewed and selected from 45 submissions. The discussion of the conference centers around two main aspects. The first is to understand wether the runtime verification techniques can practically complement the traditional methods proving programs correct before their execution, such as model checking and theorem proving. The second concerns with formal methods and how their application can improve traditional ad-hoc monitoring techniques used in performance monitoring, hardware design emulation and simulation, etc.

Software Source Code

Author : Raghavendra Rao Althar
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110703394
Total Pages : 358 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Software Source Code by : Raghavendra Rao Althar

Download or read book Software Source Code written by Raghavendra Rao Althar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-07-19 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will focus on utilizing statistical modelling of the software source code, in order to resolve issues associated with the software development processes. Writing and maintaining software source code is a costly business; software developers need to constantly rely on large existing code bases. Statistical modelling identifies the patterns in software artifacts and utilize them for predicting the possible issues.