"IBM Cognos 10 Framework Manager" is your complete guide to mastering the key features of IBM Cognos Framework Manager for robust data modeling. By following practical, step-by-step lessons enhanced with expert tips, you'll progress from handling imported data to developing dynamic, user-friendly data models optimized for Business Intelligence reporting. What this Book will help me do Import and model relational data effectively to support diverse reporting needs. Create organized, well-structured reporting packages for easy data access and usage. Utilize parameters and parameter reports to enable dynamic and adaptable reporting solutions. Manage models in multi-user environments, fostering collaboration and enhanced functionality. Leverage the Model Design Accelerator to quickly develop well-designed initial data models. Author(s) Terence Phillip Curran has extensive experience in data modeling and IBM Cognos technology. Through his practical expertise and hands-on teaching methods, he has become a trusted source of guidance in the field. In this book, Curran combines his practical knowledge with clear explanations to help users fully utilize IBM Cognos Framework Manager. Who is it for? This book serves developers interested in using IBM Cognos Framework Manager to build and optimize data models. If you're new to the tool, you'll benefit from its thorough and accessible approach to learning. For experienced users, it offers advanced techniques and tips to improve and streamline your modeling efforts. Whether you're preparing reporting packages or building multi-user collaborative models, this book provides the practical guidance you need.

This IBM® Redbooks® publication provides best practice guidance for planning, installing, and configuring the IBM TS7600 ProtecTIER® family of products. This guide provides all the latest best practices for using ProtecTIER Software Version 3.3 and the revolutionary and patented IBM HyperFactor® deduplication engine, along with other data storage efficiency techniques, such as compression and defragmentation. The IBM System Storage® TS7650G ProtecTIER Deduplication Gateway and the IBM System Storage TS7620 ProtecTIER Deduplication Appliance Express are disk-based data storage systems that are configured for three available interfaces: The Virtual Tape Library (VTL) interface is the foundation of ProtecTIER and emulates traditional automated tape libraries. The Symantec NetBackup OpenStorage (OST) API can be integrated with Symantec NetBackup to provide backup-to-disk without having to emulate traditional tape libraries. The newly available File System Interface (FSI) supports Common Internet File System (CIFS) and Network File System (NFS) as backup targets. When you build a ProtecTIER data deduplication environment, this guide helps your IT architects and solution designers plan for the best option and scenario for data deduplication for their environments. This guide helps you optimize your deduplication ratio, while reducing the hardware, power and cooling, and management costs. This guide provides expertise that was gained from the IBM ProtecTIER Field Technical Sales Support (FTSS/CSS) Group, development, and Quality Assurance teams.

Businesses of all sizes are faced with the challenge of managing huge volumes of data that are becoming increasingly valuable. But storing this data can be costly, and extracting value from the data is becoming more and more difficult. IT organizations have limited resources and cannot afford to make investment mistakes. The IBM® Storwize® V3500 system provides a smarter solution that is affordable, simple, and efficient, which enables businesses to overcome their storage challenges. IBM Storwize V3500 is the most recent addition to the IBM Storwize family of disk systems. It delivers easy-to-use, entry-level configurations that are specifically designed to meet the modest budgets of small and medium-sized businesses. IBM Storwize V3500 features the following highlights: - Consolidate and share data with low cost iSCSI storage networking.

Why Everyone Needs Analytical Skills Welcome to the age of data. No matter your interests (sports, movies, politics), your industry (finance, marketing, technology, manufacturing), or the type of organization you work for (big company, nonprofit, small start-up)—your world is awash with data. As a successful manager today, you must be able to make sense of all this information. You need to be conversant with analytical terminology and methods and able to work with quantitative information. This book promises to become your “quantitative literacy" guide—helping you develop the analytical skills you need right now in order to summarize data, find the meaning in it, and extract its value. In Keeping Up with the Quants, authors, professors, and analytics experts Thomas Davenport and Jinho Kim offer practical tools to improve your understanding of data analytics and enhance your thinking and decision making. You’ll gain crucial skills, including: How to formulate a hypothesis How to gather and analyze relevant data How to interpret and communicate analytical results How to develop habits of quantitative thinking How to deal effectively with the “quants” in your organizationBig data and the analytics based on it promise to change virtually every industry and business function over the next decade. If you don’t have a business degree or if you aren’t comfortable with statistics and quantitative methods, this book is for you. Keeping Up with the Quants will give you the skills you need to master this new challenge—and gain a significant competitive edge.

All of today’s mainstream database products support the SQL language, and relational theory is what SQL is supposed to be based on. But are those products truly relational? Sadly, the answer is no. This book shows you what a real relational product would be like, and how and why it would be so much better than what’s currently available. With this unique book, you will: Learn how to see database systems as programming systems Get a careful, precise, and detailed definition of the relational model Explore a detailed analysis of SQL from a relational point of view There are literally hundreds of books on relational theory or the SQL language or both. But this one is different. First, nobody is more qualified than Chris Date to write such a book. He and Ted Codd, inventor of the relational model, were colleagues for many years, and Chris’s involvement with the technology goes back to the time of Codd’s first papers in 1969 and 1970. Second, most books try to use SQL as a vehicle for teaching relational theory, but this book deliberately takes the opposite approach. Its primary aim is to teach relational theory as such. Then it uses that theory as a vehicle for teaching SQL, showing in particular how that theory can help with the practical problem of using SQL correctly and productively. Any computer professional who wants to understand what relational systems are all about can benefit from this book. No prior knowledge of databases is assumed.

The Complete Book of Data Anonymization: From Planning to Implementation supplies a 360-degree view of data privacy protection using data anonymization. It examines data anonymization from both a practitioner's and a program sponsor's perspective. Discussing analysis, planning, setup, and governance, it illustrates the entire process of adapting and implementing anonymization tools and programs. Part I of the book begins by explaining what data anonymization is. It describes how to scope a data anonymization program as well as the challenges involved when planning for this initiative at an enterprisewide level. Part II describes the different solution patterns and techniques available for data anonymization. It explains how to select a pattern and technique and provides a phased approach towards data anonymization for an application. A cutting-edge guide to data anonymization implementation, this book delves far beyond data anonymization techniques to supply you with the wide-ranging perspective required to ensure comprehensive protection against misuse of data.

Learn to use Excel dashboards and reports to better conceptualize data Updated for all the latest features and capabilities of Excel 2013, this go-to resource provides you with in-depth coverage of the individual functions and tools that can be used to create compelling Excel reports. Veteran author Michael Alexander walks you through the most effective ways to present and report data. Featuring a comprehensive review of a wide array of technical and analytical concepts, this essential guide helps you go from reporting data with simple tables full of dull numbers to presenting key information through the use of high-impact, meaningful reports and dashboards that will wow management both visually and substantively. Details how to analyze large amounts of data and report the results in a way that is both visually attractive and effective Describes how to use different perspectives to achieve better visibility into data, as well as how to slice data into various views on the fly Shows how to automate redundant reporting and analysis processes Walks you through creating impressive dashboards, eye-catching visualizations, and real-world What-If analyses Excel Dashboards and Reports, Second Edition is part technical manual, part analytical guidebook, and exactly what you need to become your organization's dashboard dynamo!

Principles of Big Data helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes of complex data, and how to achieve data permanence when the content of the data is constantly changing. General methods for data verification and validation, as specifically applied to Big Data resources, are stressed throughout the book. The book demonstrates how adept analysts can find relationships among data objects held in disparate Big Data resources, when the data objects are endowed with semantic support (i.e., organized in classes of uniquely identified data objects). Readers will learn how their data can be integrated with data from other resources, and how the data extracted from Big Data resources can be used for purposes beyond those imagined by the data creators. Learn general methods for specifying Big Data in a way that is understandable to humans and to computers Avoid the pitfalls in Big Data design and analysis Understand how to create and use Big Data safely and responsibly with a set of laws, regulations and ethical standards that apply to the acquisition, distribution and integration of Big Data resources

Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of machine learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field. The Handbook is divided in two sections: Theory and Applications, covering machine learning, data analytics, biometrics, document recognition and security. very relevant to current research challenges faced in various fields self-contained reference to machine learning emphasis on applications-oriented techniques

Manage the huMONGOus amount of data collected through your web application with MongoDB. This authoritative introduction—written by a core contributor to the project—shows you the many advantages of using document-oriented databases, and demonstrates how this reliable, high-performance system allows for almost infinite horizontal scalability. This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples. Get started with MongoDB core concepts and vocabulary Perform basic write operations at different levels of safety and speed Create complex queries, with options for limiting, skipping, and sorting results Design an application that works well with MongoDB Aggregate data, including counting, finding distinct values, grouping documents, and using MapReduce Gather and interpret statistics about your collections and databases Set up replica sets and automatic failover in MongoDB Use sharding to scale horizontally, and learn how it impacts applications Delve into monitoring, security and authentication, backup/restore, and other administrative tasks

Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses the latest and future trends in research directions. It can help new researchers to carry out timely research and inspire readers to develop new algorithms. With its impressive breadth and depth, this book will be useful for advanced undergraduate students, PhD students and lecturers in computer science, engineering and science as well as researchers and engineers. Focuses on the introduction and analysis of key algorithms Includes case studies for real-world applications Contains a balance of theory and applications, so readers who are interested in either algorithm or applications will all benefit from this timely book.

Dive into the business intelligence features in SharePoint 2013—and use the right combination of tools to deliver compelling solutions. Take control of business intelligence (BI) with the tools offered by SharePoint 2013 and Microsoft SQL Server 2012. Led by a group of BI and SharePoint experts, you’ll get step-by-step instructions for understanding how to use these technologies best in specific BI scenarios—whether you’re a SharePoint administrator, SQL Server developer, or business analyst. Discover how to: Manage the entire BI lifecycle, from determining key performance indicators to building dashboards Use web-based Microsoft Excel services and publish workbooks on a SharePoint Server Mash up data from multiple sources and create Data Analysis Expressions (DAX) using PowerPivot Create data-driven diagrams that provide interactive processes and context with Microsoft Visio Services Use dashboards, scorecards, reports, and key performance indicators to monitor and analyze your business Use SharePoint to view BI reports side by side, no matter which tools were used to produced them

The smart way to learn Microsoft Visio 2013—one step at a time! Experience learning made easy—and quickly teach yourself how to create professional-looking business and technical diagrams with Visio 2013. With Step by Step, you set the pace—building and practicing the skills you need, just when you need them! Create dynamic organization charts with Visio Make charts with wizards or build them by hand Build drawings using Visio themes and effects Use data-driven drawings in Microsoft SharePoint Import, manipulate, and visualize business data Draw and then execute SharePoint 2013 workflows

"Oracle Data Integrator 11g Cookbook" provides an insightful exploration into the advanced features and functions of Oracle Data Integrator. Through practical insights and recipes, it guides you from understanding deployment to mastering advanced development techniques, including using the ODI SDK and web services. By reading this book, you'll enhance your skills and effectively execute data integration solutions. What this Book will help me do Install, configure, and deploy Oracle Data Integrator for effective integration solutions. Develop and utilize Knowledge Modules and leverage ODI Topology for advanced integration needs. Employ variables, interfaces, and packages in innovative ways to streamline processes. Understand how to use XML, web services, and the ODI SDK for extending functionality. Incorporate best practices for administration, diagnostics, and maintenance tasks. Author(s) The authors of "Oracle Data Integrator 11g Cookbook" are experienced data integration professionals with a profound understanding of Oracle technologies. With hands-on expertise and years of consulting experience, they bring practical knowledge and actionable insights to the book. Their approach emphasizes clarity, practical application, and fostering understanding through real-world examples. Who is it for? The ideal reader for "Oracle Data Integrator 11g Cookbook" includes data integration specialists and developers with a foundational understanding of Oracle Data Integrator. The book caters to those looking to deepen their expertise, enhance deployment practices, and utilize advanced capabilities. It is suitable for professionals aiming to solve complex integration challenges or streamline the implementation of enterprise solutions.

This document is one of a series of IBM® Redbooks® written specifically for the IBM System Blue Gene® supercomputer, IBM Blue Gene/Q®. Blue Gene/Q is the third generation of massively parallel supercomputers from IBM in the Blue Gene series. This document provides an overview of components that comprise a Blue Gene/Q system. It helps System Planners and Customer Engineers plan for the installation of the Blue Gene/Q system. Information is provided about the physical requirements for the machine room where the Blue Gene/Q system is to be located. Examples of these requirements include floor (weight and cutouts), cooling, and electrical specifications.

This IBM® Redbooks® publication is one in a series of books that are written specifically for the IBM System Blue Gene® supercomputer, Blue Gene/Q®, which is the third generation of massively parallel supercomputers from IBM in the Blue Gene series. This book provides an overview of the system administration environment for Blue Gene/Q. It is intended to help administrators understand the tools that are available to maintain this system. This book details Blue Gene Navigator, which has grown to be a full featured web-based system administration tool on Blue Gene/Q. The book also describes many of the day-to-day administrative functions, such as running diagnostics, performing service actions, and monitoring hardware. There are also sections that cover BGmaster and the Control System processes that it monitors. This book is intended for Blue Gene/Q system administrators. It helps them use the tools that are available to maintain the Blue Gene/Q system.

Need answers quickly? Access 2013 on Demand provides those answers in a visual step-by-step format. We will show you exactly what to do through lots of full color illustrations and easy-to-follow instructions. Inside the Book • Create desktop databases or web apps for traditional and online users to gather, organize, and share data • Use professional templates to help you create desktop databases or web apps • Create web apps on SharePoint Team Services to collaborate and share information • Use tools for building a database or web app that makes information easier to find and use • Import data from other programs, HTML, XML files, and other databases • Use forms, filters, queries, and reports to capture and analyze data • Organize information and add impact with themes, pictures, tables, and charts • Add hyperlinks and web pages to forms and reports to use content on the Internet • Use macros and Visual Basic for Applications (VBA) to automate and add functionality to databases • Prepare for the Microsoft Office Specialist (MOS) exam Numbered Steps guide you through each task See Also points you to related information in the book Did You Know? alerts you to tips and techniques Illustrations with matching steps Tasks are presented on one or two pages Register your book at queondemand.com to gain access to: • Workshops and related files • Keyboard shortcuts Visit the author site: perspection.com

Organizations face case management challenges that require insight, responsiveness, and collaboration. IBM® Case Manager, Version 5.1.1, is an advanced case management product that unites information, process, and people to provide the 360-degree view of case information and achieve optimized outcomes. With IBM Case Manager, knowledge workers can extract critical case information through integrated business rules, collaboration, and analytics. This easy access to information enhances decision making ability and leads to more successful case outcomes. IBM Case Manager also helps capture industry best practices in frameworks and templates to empower business users and accelerate return on investment. This IBM Redbooks® publication introduces the case management concept. It includes the reason for and benefits of case management, and why it is different from the traditional business process management or content management. In addition, this book addresses how you can design and build a case management solution with IBM Case Manager, and integrate that solution with external products and components. This book is intended to provide IT architects and IT specialists with the high-level concepts of case management and the capabilities of IBM Case Manager. In addition, it serves as a practical guide for IT professionals who are responsible for designing, building, and deploying IBM Case Manager solutions.

This document is one of a series of IBM® Redbooks® written specifically for the IBM Blue Gene/Q® system. The Blue Gene/Q system is the third generation of massively parallel supercomputers from IBM in the Blue Gene® series. This document explains how to install the Blue Gene/Q rack and the Blue Gene/Q I/O enclosure. It shows you how to remove and replace parts.

This comprehensive guide to IBM Cognos 10 Business Intelligence tools provides practical, hands-on learning to help you improve your business's data management and analysis capabilities. By mastering key features such as Report Studio, Analysis Studio, and Business Insight, you will be able to make smarter decisions, achieve better results, and gain a deeper understanding of your organization's data. What this Book will help me do Develop advanced reporting skills using IBM Cognos 10 Report Studio and Query Studio. Analyze data effectively with a thorough understanding of Analysis Studio features. Integrate statistical and real-time information into business reports for critical insights. Implement modern strategies to enhance business collaboration and decision-making. Master delivering high-impact business intelligence presentations to broader audiences. Author(s) The authors of this book are experienced IBM Cognos professionals who bring years of business intelligence development and consultancy expertise. They are committed to teaching in a practical and results-driven manner, providing readers with actionable skills. Their insight into IBM Cognos stems from years of real-world application, ensuring the book is rich with valuable advice. Who is it for? This book is ideal for IBM Cognos developers, business intelligence consultants, and analysts with foundational knowledge of Cognos 10 and some experience with Cognos 8. Readers who aim to deepen their understanding of reporting, administration, and analytics will find this guide valuable. It serves as both a learning resource for upgrading skills and a reference for optimizing IBM Cognos environments in professional settings.