A Model For Managing Data Integrity

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A Model for Managing Data Integrity

Author : Vikram Mallur
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (871 download)

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Book Synopsis A Model for Managing Data Integrity by : Vikram Mallur

Download or read book A Model for Managing Data Integrity written by Vikram Mallur and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Consistent, accurate and timely data are essential to the functioning of a modern organization. Managing the integrity of an organization's data assets in a systematic manner is a challenging task in the face of continuous update, transformation and processing to support business operations. Classic approaches to constraint-based integrity focus on logical consistency within a database and reject any transaction that violates consistency, but leave unresolved how to fix or manage violations. More ad hoc approaches focus on the accuracy of the data and attempt to clean data assets after the fact, using queries to flag records with potential violations and using manual efforts to repair. Neither approach satisfactorily addresses the problem from an organizational point of view. In this thesis, we provide a conceptual model of constraint-based integrity management (CBIM) that flexibly combines both approaches in a systematic manner to provide improved integrity management. We perform a gap analysis that examines the criteria that are desirable for efficient management of data integrity. Our approach involves creating a Data Integrity Zone and an On Deck Zone in the database for separating the clean data from data that violates integrity constraints. We provide tool support for specifying constraints in a tabular form and generating triggers that flag violations of dependencies. We validate this by performing case studies on two systems used to manage healthcare data: PAL-IS and iMED-Learn. Our case studies show that using views to implement the zones does not cause any significant increase in the running time of a process.

Site Reliability Engineering

Author : Niall Richard Murphy
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491951176
Total Pages : 552 pages
Book Rating : 4.4/5 (919 download)

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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

Data Integrity and Data Governance

Author : R. D. McDowall
Publisher : Royal Society of Chemistry
ISBN 13 : 178801281X
Total Pages : 660 pages
Book Rating : 4.7/5 (88 download)

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Book Synopsis Data Integrity and Data Governance by : R. D. McDowall

Download or read book Data Integrity and Data Governance written by R. D. McDowall and published by Royal Society of Chemistry. This book was released on 2018-11-09 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides practical and detailed advice on how to implement data governance and data integrity for regulated analytical laboratories working in the pharmaceutical and allied industries.

Managing Data Integrity for Finance

Author : Jane Sarah Lat
Publisher : Packt Publishing Ltd
ISBN 13 : 1837636095
Total Pages : 434 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Managing Data Integrity for Finance by : Jane Sarah Lat

Download or read book Managing Data Integrity for Finance written by Jane Sarah Lat and published by Packt Publishing Ltd. This book was released on 2024-01-31 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Level up your career by learning best practices for managing the data quality and integrity of your financial data Key Features Accelerate data integrity management using artificial intelligence-powered solutions Learn how business intelligence tools, ledger databases, and database locks solve data integrity issues Find out how to detect fraudulent transactions affecting financial report integrity Book DescriptionData integrity management plays a critical role in the success and effectiveness of organizations trying to use financial and operational data to make business decisions. Unfortunately, there is a big gap between the analysis and management of finance data along with the proper implementation of complex data systems across various organizations. The first part of this book covers the important concepts for data quality and data integrity relevant to finance, data, and tech professionals. The second part then focuses on having you use several data tools and platforms to manage and resolve data integrity issues on financial data. The last part of this the book covers intermediate and advanced solutions, including managed cloud-based ledger databases, database locks, and artificial intelligence, to manage the integrity of financial data in systems and databases. After finishing this hands-on book, you will be able to solve various data integrity issues experienced by organizations globally.What you will learn Develop a customized financial data quality scorecard Utilize business intelligence tools to detect, manage, and resolve data integrity issues Find out how to use managed cloud-based ledger databases for financial data integrity Apply database locking techniques to prevent transaction integrity issues involving finance data Discover the methods to detect fraudulent transactions affecting financial report integrity Use artificial intelligence-powered solutions to resolve various data integrity issues and challenges Who this book is for This book is for financial analysts, technical leaders, and data professionals interested in learning practical strategies for managing data integrity and data quality using relevant frameworks and tools. A basic understanding of finance concepts, accounting, and data analysis is expected. Knowledge of finance management is not a prerequisite, but it’ll help you grasp the more advanced topics covered in this book.

Ensuring the Integrity, Accessibility, and Stewardship of Research Data in the Digital Age

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309147824
Total Pages : 179 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Ensuring the Integrity, Accessibility, and Stewardship of Research Data in the Digital Age by : Institute of Medicine

Download or read book Ensuring the Integrity, Accessibility, and Stewardship of Research Data in the Digital Age written by Institute of Medicine and published by National Academies Press. This book was released on 2009-11-17 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: As digital technologies are expanding the power and reach of research, they are also raising complex issues. These include complications in ensuring the validity of research data; standards that do not keep pace with the high rate of innovation; restrictions on data sharing that reduce the ability of researchers to verify results and build on previous research; and huge increases in the amount of data being generated, creating severe challenges in preserving that data for long-term use. Ensuring the Integrity, Accessibility, and Stewardship of Research Data in the Digital Age examines the consequences of the changes affecting research data with respect to three issues - integrity, accessibility, and stewardship-and finds a need for a new approach to the design and the management of research projects. The report recommends that all researchers receive appropriate training in the management of research data, and calls on researchers to make all research data, methods, and other information underlying results publicly accessible in a timely manner. The book also sees the stewardship of research data as a critical long-term task for the research enterprise and its stakeholders. Individual researchers, research institutions, research sponsors, professional societies, and journals involved in scientific, engineering, and medical research will find this book an essential guide to the principles affecting research data in the digital age.

Asset Data Integrity is Serious Business

Author : Robert S. DiStefano
Publisher :
ISBN 13 : 9780831134228
Total Pages : 0 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis Asset Data Integrity is Serious Business by : Robert S. DiStefano

Download or read book Asset Data Integrity is Serious Business written by Robert S. DiStefano and published by . This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Asset data integrity is a critical aspect of every business, yet it is often overlooked. This book will not only provide an appreciation of this fact, it will also provide a road map to achieving value out of something most CEOs, managers, and workers often overlook. The authors bring many years of experience and hands-on expertise that cannot be obtained elsewhere. An assessment tool is provided so once the problem is recognized by the reader, areas of improvement can be easily recognized. A detailed appendix provides further clarity.

Digital Data Integrity

Author : David B Little
Publisher : Wiley
ISBN 13 : 9780470018279
Total Pages : 256 pages
Book Rating : 4.0/5 (182 download)

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Book Synopsis Digital Data Integrity by : David B Little

Download or read book Digital Data Integrity written by David B Little and published by Wiley. This book was released on 2007-05-07 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to plan your future strategy for efficient, cost-saving data management Businesses have historically treated data protection as an afterthought, as simply making an occasional copy of data that could be used in the future. Today, this attitude is changing rapidly. The ever-increasing amount of data, along with the emphasis on continuous availability, necessitates changes in the approach to data integrity, which results in management and protection becoming much more closely aligned. Digital Data Integrity throws light on the data integrity landscape of the future. It provides the reader with a brief overview of the historical methods and subsequent evolution of data protection. The text shows how the whole subject of data integrity is changing and describes and positions many of the new, enhanced, more intelligent protection technologies and methods. Digital Data Integrity: Takes a unique, forward look at data protection and management, highlighting the paradigm shift from simple backup and recovery to total data management. Details recent developments in compliance regulations in an accessible manner. Covers enhanced protection technologies such as advanced intelligent synthetic backups, data reduction methods, and data growth – online protection using continuous data protection. Explains data life cycle management and data storage, using management, quality of service products and tools to achieve better data management, intelligent allocation of storage, and compliance with regulations. Contains information on quality control, looking at SLA (Service Level Agreements), protection by business unit and billing/charge back. Unique insight into hot topics such as next generation bare metal recovery and true system provisioning. This invaluable text will provide system administrators, and database administrators, as well as senior IT managers and decision makers with a thorough understanding of data management and protection. With contributions from Ray Schafer and Paul Mayer.

Data Integrity and Data Governance

Author : R D McDowall
Publisher : Royal Society of Chemistry
ISBN 13 : 1788016629
Total Pages : 660 pages
Book Rating : 4.7/5 (88 download)

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Book Synopsis Data Integrity and Data Governance by : R D McDowall

Download or read book Data Integrity and Data Governance written by R D McDowall and published by Royal Society of Chemistry. This book was released on 2018-11-06 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data integrity is the hottest topic in the pharmaceutical industry. Global regulatory agencies have issued guidance, after guidance after guidance in the past few years, most of which does not offer practical advice on how to implement policies, procedures and processes to ensure integrity. These guidances state what but not how. Additionally, key stages of analysis that impact data integrity are omitted entirely. The aim of this book is to provide practical and detailed help on how to implement data integrity and data governance for regulated analytical laboratories working in or for the pharmaceutical industry. It provides clarification of the regulatory issues and trends, and gives practical methods for meeting regulatory requirements and guidance. Using a data integrity model as a basis, the principles of data integrity and data governance are expanded into practical steps for regulated laboratories to implement. The author uses case study examples to illustrate his points and provides instructions for applying the principles of data integrity and data governance to individual laboratory needs. This book is a useful reference for analytical chemists and scientists, management and senior management working in regulated laboratories requiring either an understanding about data integrity or help in implementing practical solutions. Consultants will also benefit from the practical guidance provided.

Ensuring Research Integrity and the Ethical Management of Data

Author : Sibinga, Cees Th. Smit
Publisher : IGI Global
ISBN 13 : 1522527311
Total Pages : 324 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Ensuring Research Integrity and the Ethical Management of Data by : Sibinga, Cees Th. Smit

Download or read book Ensuring Research Integrity and the Ethical Management of Data written by Sibinga, Cees Th. Smit and published by IGI Global. This book was released on 2018-01-31 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data management technology is rapidly progressing, and with it comes the need for stricter rules that ensure the information being collected is handled appropriately. Ensuring Research Integrity and the Ethical Management of Data is an essential resource that examines the best approaches for providing quality research, as well as how to effectively manage that information in a reputable way. Featuring extensive research on relevant topics such as qualitative data collection, data sharing, data misinterpretation, and intellectual property, this scholarly publication is an ideal reference source for academicians, students, and researchers interested in current trends and techniques in ethical research and data management.

Data integrity management in data base systems

Author : Michael Leslie Cunningham
Publisher :
ISBN 13 :
Total Pages : 190 pages
Book Rating : 4.:/5 (274 download)

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Book Synopsis Data integrity management in data base systems by : Michael Leslie Cunningham

Download or read book Data integrity management in data base systems written by Michael Leslie Cunningham and published by . This book was released on 1975 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Integrity and Internal Control in Information Systems

Author : Sushil Jajodia
Publisher : Springer
ISBN 13 : 0387353968
Total Pages : 289 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Integrity and Internal Control in Information Systems by : Sushil Jajodia

Download or read book Integrity and Internal Control in Information Systems written by Sushil Jajodia and published by Springer. This book was released on 2013-06-05 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrity and Internal Control in Information Systems is a state-of-the-art book that establishes the basis for an ongoing dialogue between the IT security specialists and the internal control specialists so that both may work more effectively together to assist in creating effective business systems in the future. Building on the issues presented in the preceding volume of this series, this book seeks further answers to the following questions: What precisely do business managers need in order to have confidence in the integrity of their information systems and their data? What is the status quo of research and development in this area? Where are the gaps between business needs on the one hand and research/development on the other; what needs to be done to bridge these gaps? Integrity and Internal Control in Information Systems contains the selected proceedings of the Second Working Conference on Integrity and Internal Control in Information Systems, sponsored by the International Federation for Information Processing (IFIP) and held in Warrenton, Virginia, USA, in November 1998. It will be essential reading for academics and practitioners in computer science, information technology, business informatics, accountancy and edp-auditing.

Digital Data Integrity

Author : David B. Little
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.:/5 (475 download)

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Book Synopsis Digital Data Integrity by : David B. Little

Download or read book Digital Data Integrity written by David B. Little and published by . This book was released on 2007 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Throws light on the data integrity landscape. This book provides the reader with a brief overview of the historical methods and subsequent evolution of data protection. It shows how the whole subject of data integrity is changing and describes and positions many of the enhanced, more intelligent protection technologies and methods.

Data Integrity and Quality

Author : Santhosh Kumar Balan
Publisher : BoD – Books on Demand
ISBN 13 : 1839687983
Total Pages : 154 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Data Integrity and Quality by : Santhosh Kumar Balan

Download or read book Data Integrity and Quality written by Santhosh Kumar Balan and published by BoD – Books on Demand. This book was released on 2021-06-23 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data integrity is the quality, reliability, trustworthiness, and completeness of a data set, providing accuracy, consistency, and context. Data quality refers to the state of qualitative or quantitative pieces of information. Over five sections, this book discusses data integrity and data quality as well as their applications in various fields.

Data Integrity Management A Complete Guide - 2020 Edition

Author : Gerardus Blokdyk
Publisher : 5starcooks
ISBN 13 : 9780655918349
Total Pages : 310 pages
Book Rating : 4.9/5 (183 download)

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Book Synopsis Data Integrity Management A Complete Guide - 2020 Edition by : Gerardus Blokdyk

Download or read book Data Integrity Management A Complete Guide - 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2019-09-10 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is the cost worth the Data Integrity Management effort ? What Data Integrity Management capabilities do you need? What is the funding source for this project? How can you become more high-tech but still be high touch? What will be the consequences to the stakeholder (financial, reputation etc) if Data Integrity Management does not go ahead or fails to deliver the objectives? This breakthrough Data Integrity Management self-assessment will make you the established Data Integrity Management domain master by revealing just what you need to know to be fluent and ready for any Data Integrity Management challenge. How do I reduce the effort in the Data Integrity Management work to be done to get problems solved? How can I ensure that plans of action include every Data Integrity Management task and that every Data Integrity Management outcome is in place? How will I save time investigating strategic and tactical options and ensuring Data Integrity Management costs are low? How can I deliver tailored Data Integrity Management advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Data Integrity Management essentials are covered, from every angle: the Data Integrity Management self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Data Integrity Management outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Data Integrity Management practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Data Integrity Management are maximized with professional results. Your purchase includes access details to the Data Integrity Management self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Data Integrity Management Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Data Integrity and Compliance

Author : José Rodríguez-Pérez
Publisher : Quality Press
ISBN 13 : 1951058488
Total Pages : 137 pages
Book Rating : 4.9/5 (51 download)

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Book Synopsis Data Integrity and Compliance by : José Rodríguez-Pérez

Download or read book Data Integrity and Compliance written by José Rodríguez-Pérez and published by Quality Press. This book was released on 2019-05-08 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data integrity is a global mandatory requirement for the regulated healthcare industry. It is more than a mere expectation-it's a basic element of good documentation practices, one of the most fundamental pillars of a quality management system. Robustness and accuracy of the data submitted by manufacturers to regulatory authorities when bringing a medical product to market are crucial. The purpose of this book is to consolidate existing data integrity principles and expectations from several regulatory sources-including the U.S. Food and Drug Administration, World Health Organization, and European Medicines Agency-into a single and handy document that provides detailed, illustrative implementation guidance. It serves as a means of understanding regulatory agencies' position on good data management and the minimum expectation for how medical product manufacturers can achieve compliance.

Database Management Systems

Author : Michael M. Gorman
Publisher : Butterworth-Heinemann
ISBN 13 : 1483278190
Total Pages : 471 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Database Management Systems by : Michael M. Gorman

Download or read book Database Management Systems written by Michael M. Gorman and published by Butterworth-Heinemann. This book was released on 2014-05-12 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database Management Systems: Understanding and Applying Database Technology focuses on the processes, methodologies, techniques, and approaches involved in database management systems (DBMSs). The book first takes a look at ANSI database standards and DBMS applications and components. Discussion focus on application components and DBMS components, implementing the dynamic relationship application, problems and benefits of dynamic relationship DBMSs, nature of a dynamic relationship application, ANSI/NDL, and DBMS standards. The manuscript then ponders on logical database, interrogation, and physical database. Topics include choosing the right interrogation language, procedure-oriented language, system control capabilities, DBMSs and language orientation, logical database components, and data definition language. The publication examines system control, including system control components, audit trails, reorganization, concurrent operations, multiple database processing, security and privacy, system control static and dynamic differences, and installation and maintenance. The text is a valuable source of information for computer engineers and researchers interested in exploring the applications of database technology.

Secure Data Management

Author : Willem Jonker
Publisher : Springer
ISBN 13 : 3642155464
Total Pages : 178 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Secure Data Management by : Willem Jonker

Download or read book Secure Data Management written by Willem Jonker and published by Springer. This book was released on 2010-09-08 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: The VLDB Secure Data Management Workshop was held for the 7th time this year. The topic of data security remains an important area of research especially due to the growing proliferation of data in open environments as a result of emerging data services such as cloud computing, location based services, and health-related services. Con?dentiality is the main driving force behind the - search that covers topics such as privacy enhancing technologies, access control, and search in encrypted data. We received 20 submissions from which the program committee selected 10 papers to be presented at the workshop and included in the proceedings (50% acceptancerate). In addition, we areproud that Elisa Bertino accepted our in- tation to give a keynote for which she selected the topic of data trustworthiness. We hope the papers collected in this volume will stimulate your research in this area. The regular papers in the proceeding have been grouped into two sections. The?rstsectionfocusesonprivacy.Thepapersinthissectionpresentabalanced mix of theoretical work on anonymity and application-oriented work. Thesecondsectionfocusesondatasecurityinopenenvironments.Thepapers address issues related to the management of con?dential data that is stored in or released to open environments, such as, for example, in cloud computing. We wish to thank all the authors of submitted papers for their high-quality submissions. We would also like to thank the program committee members as well as additional referees for doing an excellent review job. Finally, let us - knowledge the work of Luan Ibraimi, who helped in the technical preparation of the proceedings.