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Data Reliability
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Book Synopsis Database Reliability Engineering by : Laine Campbell
Download or read book Database Reliability Engineering written by Laine Campbell and published by "O'Reilly Media, Inc.". This book was released on 2017-10-26 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: The infrastructure-as-code revolution in IT is also affecting database administration. With this practical book, developers, system administrators, and junior to mid-level DBAs will learn how the modern practice of site reliability engineering applies to the craft of database architecture and operations. Authors Laine Campbell and Charity Majors provide a framework for professionals looking to join the ranks of today’s database reliability engineers (DBRE). You’ll begin by exploring core operational concepts that DBREs need to master. Then you’ll examine a wide range of database persistence options, including how to implement key technologies to provide resilient, scalable, and performant data storage and retrieval. With a firm foundation in database reliability engineering, you’ll be ready to dive into the architecture and operations of any modern database. This book covers: Service-level requirements and risk management Building and evolving an architecture for operational visibility Infrastructure engineering and infrastructure management How to facilitate the release management process Data storage, indexing, and replication Identifying datastore characteristics and best use cases Datastore architectural components and data-driven architectures
Book Synopsis Statistical Methods for Reliability Data by : William Q. Meeker
Download or read book Statistical Methods for Reliability Data written by William Q. Meeker and published by John Wiley & Sons. This book was released on 2022-01-24 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative guide to the most recent advances in statistical methods for quantifying reliability Statistical Methods for Reliability Data, Second Edition (SMRD2) is an essential guide to the most widely used and recently developed statistical methods for reliability data analysis and reliability test planning. Written by three experts in the area, SMRD2 updates and extends the long- established statistical techniques and shows how to apply powerful graphical, numerical, and simulation-based methods to a range of applications in reliability. SMRD2 is a comprehensive resource that describes maximum likelihood and Bayesian methods for solving practical problems that arise in product reliability and similar areas of application. SMRD2 illustrates methods with numerous applications and all the data sets are available on the book’s website. Also, SMRD2 contains an extensive collection of exercises that will enhance its use as a course textbook. The SMRD2's website contains valuable resources, including R packages, Stan model codes, presentation slides, technical notes, information about commercial software for reliability data analysis, and csv files for the 93 data sets used in the book's examples and exercises. The importance of statistical methods in the area of engineering reliability continues to grow and SMRD2 offers an updated guide for, exploring, modeling, and drawing conclusions from reliability data. SMRD2 features: Contains a wealth of information on modern methods and techniques for reliability data analysis Offers discussions on the practical problem-solving power of various Bayesian inference methods Provides examples of Bayesian data analysis performed using the R interface to the Stan system based on Stan models that are available on the book's website Includes helpful technical-problem and data-analysis exercise sets at the end of every chapter Presents illustrative computer graphics that highlight data, results of analyses, and technical concepts Written for engineers and statisticians in industry and academia, Statistical Methods for Reliability Data, Second Edition offers an authoritative guide to this important topic.
Book Synopsis Reliability Data Collection and Analysis by : J. Flamm
Download or read book Reliability Data Collection and Analysis written by J. Flamm and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ever increasing public demand and the setting-up of national and international legislation on safety assessment of potentially dangerous plants require that a correspondingly increased effort be devoted by regulatory bodies and industrial organisations to collect reliability data in order to produce safety analyses. Reliability data are also needed to assess availability of plants and services and to improve quality of production processes, in particular, to meet the needs of plant operators and/or designers regarding maintenance planning, production availability, etc. The need for an educational effort in the field of data acquisition and processing has been stressed within the framework of EuReDatA, an association of organisations operating reliability data banks. This association aims to promote data exchange and pooling of data between organisations and to encourage the adoption of compatible standards and basic definitions for a consistent exchange of reliability data. Such basic definitions are considered to be essential in order to improve data quality. To cover issues directly linked to the above areas ample space is devoted to the definition of failure events, common cause and human error data, feedback of operational and disturbance data, event data analysis, lifetime distributions, cumulative distribution functions, density functions, Bayesian inference methods, multivariate analysis, fuzzy sets and possibility theory, etc.
Book Synopsis The Reliability of Generating Data by : Klaus Krippendorff
Download or read book The Reliability of Generating Data written by Klaus Krippendorff and published by Chapman & Hall/CRC. This book was released on 2022-05-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "All data are the result of human actions whether by experimentations, observations, or declarations. As such, the presumption of knowing what data are about is subject of imperfections that can affect the validity of research efforts. With calls for data-based research comes the need to assure the reliability of generated data. Especially the reliability of converting texts into analyzable data has become a burning issue in several areas. However, this issue has been met by only a few limited, and sometimes misleading measures of the extent to which data can be trusted as surrogates of the phenomena of analytical interests. The statistic proposed by the author - "Krippendorff's Alpha" - is widely used in the social sciences, not only where human judgements are involved but also where measurements are compared. This book expands on the author's seminal work in content analysis and develops methods for assessing the reliability of the kind of data that previously defied evaluations for this purpose. It opens with a discussion of the epistemology of reliable data, then presents the most basic alpha coefficient for the single-valued coding of predefined units. This largely familiar way of measuring reliability provides the platform for the succeeding chapters which start with an overview of alternative coefficients and then expand alpha one quality after another, including to cope with the reliabilities of multi-valued coding, segmenting texts into meaningful units, big data, and information retrievals. It also includes a chapter on how to diagnose and remedy imperfections and one on applicable standards, all converging on the statistical issues of the reliability of generating data. Features: Provides an overview of methods for assessing the reliability of generating data Expands a statistic proposed by the author, already widely used in the social sciences Includes many easy to follow numerical examples to illustrate the measures Written to be useful to beginning and advanced researchers from many disciplines, notably linguistics, sociology, psychometric and educational research, and medical science"--
Book Synopsis Site Reliability Engineering by : Niall Richard Murphy
Download or read book Site Reliability Engineering written by Niall Richard Murphy and published by "O'Reilly Media, Inc.". This book was released on 2016-03-23 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use
Book Synopsis Problems in Air Quality Monitoring System Affect Data Reliability by : United States. General Accounting Office
Download or read book Problems in Air Quality Monitoring System Affect Data Reliability written by United States. General Accounting Office and published by . This book was released on 1982 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :CCPS (Center for Chemical Process Safety) Publisher :John Wiley & Sons ISBN 13 :047093834X Total Pages :326 pages Book Rating :4.4/5 (79 download)
Book Synopsis Guidelines for Process Equipment Reliability Data, with Data Tables by : CCPS (Center for Chemical Process Safety)
Download or read book Guidelines for Process Equipment Reliability Data, with Data Tables written by CCPS (Center for Chemical Process Safety) and published by John Wiley & Sons. This book was released on 2010-09-16 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book supplements Guidelines for Chemical Process Quantitative Risk Analysis by providing the failure rate data needed to perform a chemical process quantitative risk analysis.
Book Synopsis Lifetime Data: Models in Reliability and Survival Analysis by : Nicholas P. Jewell
Download or read book Lifetime Data: Models in Reliability and Survival Analysis written by Nicholas P. Jewell and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical models and methods for lifetime and other time-to-event data are widely used in many fields, including medicine, the environmental sciences, actuarial science, engineering, economics, management, and the social sciences. For example, closely related statistical methods have been applied to the study of the incubation period of diseases such as AIDS, the remission time of cancers, life tables, the time-to-failure of engineering systems, employment duration, and the length of marriages. This volume contains a selection of papers based on the 1994 International Research Conference on Lifetime Data Models in Reliability and Survival Analysis, held at Harvard University. The conference brought together a varied group of researchers and practitioners to advance and promote statistical science in the many fields that deal with lifetime and other time-to-event-data. The volume illustrates the depth and diversity of the field. A few of the authors have published their conference presentations in the new journal Lifetime Data Analysis (Kluwer Academic Publishers).
Book Synopsis Reliability Data on Fire Sprinkler Systems by : Arnstein Fedøy
Download or read book Reliability Data on Fire Sprinkler Systems written by Arnstein Fedøy and published by CRC Press. This book was released on 2019-09-04 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers fire and extinguishing theory and reliability theory and how to validate any survey within the field of engineering. It’s based on a year’s study of historical literature, using critical review and document analysis. It covers how data is collected, analyzed, and presented. It discusses reliability theory, calculation, and uncertainty analysis, and after validating proposes a new methodology and approach using general scientific value and examples. Features Includes an in-depth study on relevant sprinkler reliability studies based for the first time on critical review and document analysis Presents a scientific validating analysis of studies based on how a survey should be conducted Critiques the fact that reliability of a sprinkler system as its ability to function as designed, has never been subject to surveys Suggestions for new survey methodology that can be used for the field of engineering, including all active and passive fire protection measures Discusses extinguishing theory, general design of extinguishing systems, different systems and the reliability of them all "Reliability Data on Fire Sprinkler Systems" will be of interest to Reliability Engineers, Systems, Architecture and Engineers, Design, Maintenance, Mechanical and, Civil Engineers, as well as those working in the field of fire protection and building and fire codes.
Book Synopsis Statistical Methods for Reliability Data by : William Q. Meeker
Download or read book Statistical Methods for Reliability Data written by William Q. Meeker and published by John Wiley & Sons. This book was released on 2021-12-29 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative guide to the most recent advances in statistical methods for quantifying reliability Statistical Methods for Reliability Data, Second Edition (SMRD2) is an essential guide to the most widely used and recently developed statistical methods for reliability data analysis and reliability test planning. Written by three experts in the area, SMRD2 updates and extends the long- established statistical techniques and shows how to apply powerful graphical, numerical, and simulation-based methods to a range of applications in reliability. SMRD2 is a comprehensive resource that describes maximum likelihood and Bayesian methods for solving practical problems that arise in product reliability and similar areas of application. SMRD2 illustrates methods with numerous applications and all the data sets are available on the book’s website. Also, SMRD2 contains an extensive collection of exercises that will enhance its use as a course textbook. The SMRD2's website contains valuable resources, including R packages, Stan model codes, presentation slides, technical notes, information about commercial software for reliability data analysis, and csv files for the 93 data sets used in the book's examples and exercises. The importance of statistical methods in the area of engineering reliability continues to grow and SMRD2 offers an updated guide for, exploring, modeling, and drawing conclusions from reliability data. SMRD2 features: Contains a wealth of information on modern methods and techniques for reliability data analysis Offers discussions on the practical problem-solving power of various Bayesian inference methods Provides examples of Bayesian data analysis performed using the R interface to the Stan system based on Stan models that are available on the book's website Includes helpful technical-problem and data-analysis exercise sets at the end of every chapter Presents illustrative computer graphics that highlight data, results of analyses, and technical concepts Written for engineers and statisticians in industry and academia, Statistical Methods for Reliability Data, Second Edition offers an authoritative guide to this important topic.
Book Synopsis Human Reliability and Safety Analysis Data Handbook by : David I. Gertman
Download or read book Human Reliability and Safety Analysis Data Handbook written by David I. Gertman and published by John Wiley & Sons. This book was released on 1993-12-16 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Takes into account the human element as well as the classical aspects of mechanical, electrical and chemical designs that contribute to risk. Features a significant amount of data essential for risk analysis not normally available. Contains numerous examples of authentic applications and case studies.
Book Synopsis Statistical Analysis of Reliability Data by : Martin J. Crowder
Download or read book Statistical Analysis of Reliability Data written by Martin J. Crowder and published by Routledge. This book was released on 2017-11-13 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for those who have taken a first course in statistical methods, this book takes a modern, computer-oriented approach to describe the statistical techniques used for the assessment of reliability.
Book Synopsis Reliability Prediction from Burn-In Data Fit to Reliability Models by : Joseph Bernstein
Download or read book Reliability Prediction from Burn-In Data Fit to Reliability Models written by Joseph Bernstein and published by Academic Press. This book was released on 2014-03-06 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work will educate chip and system designers on a method for accurately predicting circuit and system reliability in order to estimate failures that will occur in the field as a function of operating conditions at the chip level. This book will combine the knowledge taught in many reliability publications and illustrate how to use the knowledge presented by the semiconductor manufacturing companies in combination with the HTOL end-of-life testing that is currently performed by the chip suppliers as part of their standard qualification procedure and make accurate reliability predictions. This book will allow chip designers to predict FIT and DPPM values as a function of operating conditions and chip temperature so that users ultimately will have control of reliability in their design so the reliability and performance will be considered concurrently with their design. - The ability to include reliability calculations and test results in their product design - The ability to use reliability data provided to them by their suppliers to make meaningful reliability predictions - Have accurate failure rate calculations for calculating warrantee period replacement costs
Book Synopsis Reliability Analysis and Prediction with Warranty Data by : Bharatendra K. Rai
Download or read book Reliability Analysis and Prediction with Warranty Data written by Bharatendra K. Rai and published by CRC Press. This book was released on 2009-04-28 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through simple, practical approaches, Reliability Analysis and Prediction with Warranty Data: Issues, Strategies, and Methods helps Six Sigma black belts and engineers successfully interpret warranty data to make accurate predictions. It discusses how to use this data to define and analyze field problems, provides guidelines for discovering the roo
Book Synopsis Assessing the Reliability of Computer-Processed Data by : Nancy Kingsbury
Download or read book Assessing the Reliability of Computer-Processed Data written by Nancy Kingsbury and published by DIANE Publishing. This book was released on 2011-04 with total page 57 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer-processed data (CPD) from outside sources are often central to audit reports. Because assessing CPD requires more technical tests, it may seem that such data are subject to a higher standard of testing than other evidence. This is not the case. For ex., we apply the same tests of sufficiency and appropriateness that we apply to other types of evidence, but in assessing CPD, we focus on one test in the evidence standard -- appropriateness -- which includes validity and reliability, which in turn includes the completeness and accuracy of the data. This guide provides a flexible, risk-based framework for data reliability assessments that can be geared to the circumstances of each audit. Illus. This is a print on demand edition of an important, hard-to-find report.
Book Synopsis Methods for Statistical Analysis of Reliability and Life Data by : Nancy R. Mann
Download or read book Methods for Statistical Analysis of Reliability and Life Data written by Nancy R. Mann and published by . This book was released on 1974 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Reliability Data Collection and Use in Risk and Availability Assessment by : Viviana Colombari
Download or read book Reliability Data Collection and Use in Risk and Availability Assessment written by Viviana Colombari and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 919 pages. Available in PDF, EPUB and Kindle. Book excerpt: International cooperation on reliability and accident data collection and processing, exchange of experience on actual uses of data and reliability engineering techniques is a major step in realising safer and more efficient industrial systems. This book provides an updated presentation of the activities in this field on a worldwide basis.
