Learn how to write, tune, and port SQL queries and other statements for a Big Data environment, using Impala - the massively parallel processing SQL query engine for Apache Hadoop. The best practices in this practical guide help you design database schemas that not only interoperate with other Hadoop components, and are convenient for administers to manage and monitor, but also accommodate future expansion in data size and evolution of software capabilities. Ideal for database developers and business analysts, Getting Started with Impala includes advice from Cloudera's development team, as well as insights from its consulting engagements with customers. Learn how Impala integrates with a wide range of Hadoop components Attain high performance and scalability for huge data sets on production clusters Explore common developer tasks, such as porting code to Impala and optimizing performance Use tutorials for working with billion-row tables, date- and time-based values, and other techniques Learn how to transition from rigid schemas to a flexible model that evolves as needs change

Is Responsive Web Design (RWD) slowing your site down? It doesn't have to. With this concise book, you'll learn practical techniques for improving performance with RWD, including a default set of guidelines you can use as an easy starting point. Web performance researcher and evangelist Guy Podjarny walks you through several existing solutions for dealing with RWD performance problems, and offers advice for choosing optimizations that will be most useful for your needs. RWD performance problems stem from excessive downloads of resources, including images, JavaScript and CSS, and HTML--downloads designed to let your web application adapt to different screen sizes. Podjarny presents a series of increasingly larger-scope solutions to each issue, including client-side techniques and RESS (Responsive + Server Side Components). Address performance issues by starting with Podjarny's default guidelines Use a JavaScript image loader and an image transcoding service to create Responsive Images Reduce JavaScript and CSS downloads with asynchronous scripts, conditional loading, and multi-viewport CSS Prioritize resources to avoid excess content in RWD and defer the load of any content that's not critical Explore server-side Adaptive Delivery and RESS solutions as an alternative to "pure" RWD Guy Podjarny, or Guypo for short, is the Chief Technology Officer (CTO) of Akamai's Web Experience business unit.

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you will learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available in the framework of the data engineering lifecycle. Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers. You will understand how to apply the concepts of data generation, ingestion, orchestration, transformation, storage, governance, and deployment that are critical in any data environment regardless of the underlying technology. This book will help you: Assess data engineering problems using an end-to-end data framework of best practices Cut through marketing hype when choosing data technologies, architecture, and processes Use the data engineering lifecycle to design and build a robust architecture Incorporate data governance and security across the data engineering lifecycle

Server bottlenecks and failures are a fact of life in any database deployment, but they don't have to bring everything to a halt. This practical book explains replication, cluster, and monitoring features that can help protect your MySQL system from outages, whether it's running on hardware, virtual machines, or in the cloud.

Written by engineers who designed many of the tools covered, this book reveals undocumented or hard-to-find aspects of MySQL reliability and high availability--knowledge that's essential for any organization using this database system. This second edition describes extensive changes to MySQL tools. Versions up to 5.5 are covered, along with several 5.6 features.Learn replication fundamentals, including use of the binary log and MySQL Replicant LibraryHandle failing components through redundancyScale out to manage read-load increases, and use data sharding to handle large databases and write-load increasesStore and replicate data on individual nodes with MySQL ClusterMonitor database activity and performance, and major operating system parametersKeep track of masters and slaves, and deal with failures and restarts, corruption, and other incidentsExamine tools including MySQL Enterprise Monitor, MySQL Utilities, and GTIDs

Prepare for Microsoft Exam 70-765-and help demonstrate your real-world mastery of provisioning SQL Server databases both on premise and in SQL Azure. Designed for experienced IT professionals ready to advance their status, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the MCSA level. Focus on the expertise measured by these objectives: * Implement SQL in Azure * Manage databases and instances * Manage storage This Microsoft Exam Ref: * Organizes its coverage by exam objectives * Features strategic, what-if scenarios to challenge you * Assumes you have working knowledge of SQL Server administration and maintenance, as well as Azure skills Provisioning SQL Databases About the Exam Exam 70-765 focuses on skills and knowledge for provisioning, upgrading, and configuring SQL Server; managing databases and files; and provisioning, migrating, and managing databases in the Microsoft Azure cloud. About Microsoft Certification Passing this exam as well as Exam 70-764: Administering a SQL Database Infrastructure earns you MCSA: SQL 2016 Database Administration certification, qualifying you for a position as a database administrator or infrastructure specialist. See full details at: microsoft.com/learning

You don't have to be a techie to use FileMaker Pro 12, but you do need to know what you're doing. With this crystal-clear guide, you'll learn how to create a powerful database that lets you do almost anything with your data. Whether you're running a business, printing a catalog, or planning a wedding, you'll learn how to customize your database and put it to work.

The important stuff you need to know: Get started. Tour FileMaker Pro's features and create your first database in minutes.Catalog your data. View, sort, and shape information in dozens of ways.Create professional documents. Publish reports, invoices, and other documents with ease.Harness processing power. Use calculations and scripts to crunch numbers, search text, and automate tasks.Add visual power and clarity. Create colorful charts to illustrate and summarize your data.Think like a developer. Dive into the high-level features of FileMaker Pro Advanced.

SQL Server 2005, Microsoft's next-generation data management and analysis solution, represents a huge leap forward. It comes with a myriad of changes that deliver increased security, scalability, and power--making it the complete data package. Used properly, SQL Server 2005 can help organizations of all sizes meet their data challenges head on. Programming SQL Server 2005 from O'Reilly provides a practical look at this updated version of Microsoft's premier database product. It guides you through all the new features, explaining how they work and how to use them. The first half of the book examines the changes and new features of the SQL Server Engine itself. The second addresses the enhanced features and tools of the platform, including the new services blended into this popular version. Each chapter contains numerous code samples-written in C# and compiled using the Visual Studio 2005 development environment-that show you exactly how to program SQL Server 2005. Programming SQL Server 2005 can help you: * Build, deploy, and manage enterprise applications that are more secure, scalable, and reliable * Maximize IT productivity by reducing the complexity of building, deploying, and managing database applications * Share data across multiple platforms, applications, and devices to make it easier to connect internal and external systems Because the goal of Programming SQL Server 2005 is to introduce all facets of Programming SQL Server 2005, it's beneficial to programmers of all levels. The book can be used as a primer by developers with little experience with SQL Server, as a ramp up to the new programming models for SQL Server 2005 for more experienced programmers, or as background and primer to specific concepts. Any IT professional who wants to learn about SQL Server 2005's comprehensive feature set, interoperability with existing systems, and automation of routine tasks will find the answers in this authoritative guide.

When developers build software, they're able to keep track of all the different versions and all the components they use with Software Configuration Management (SCM) systems. One of the more popular SCM products is Perforce. Authored by Perforce's own VP of product technology, "Practical Perforce" is the ideal complement to the existing product manual, focusing less on the 'how" and more on the "why" and "when." The book is not only a helpful introduction to Perforce, it's an enlightening resource for those already familiar with this versatile SCM product. Whether you're a programmer, product manager, or build engineer, you stand to benefit from the many insider tips and ideas presented in this convenient guide. "Practical Perforce" is divided into two main parts. Part I offers a whirlwind technical tour, complete with careful descriptions of basic and advanced Perforce commands designed to give you a baseline knowledge. Part II describes the big picture-using Perforce in a collaborative software development. It outlines recommended best practices and quickly shows how to implement them with the Perforce operations introduced in Part I. Throughout the book, you'll learn how to maximize Perforce so it completes tasks like these in the most efficient manner possible: keep track of changes as you conduct concurrent parallel work on files; log activity; generate reports on who did 'what' 'when'; compare, merge and branch files; store files and file configurations; and restore lost bug fixes. Recognizing the pitfalls and practices of an SCM system like Perforce is absolutely essential to producing good software. Now, with "Practical Perforce", you have the edge you need to ensure success.

When it comes to creating dynamic, database-driven Web sites, the PHP language and MySQL database offer a winning combination -- and with PHP 7, web professionals can achieve dramatic performance improvements. Combine these great open source technologies with Larry Ullman's PHP and MySQL for Dynamic Web Sites: Visual QuickPro Guide, Fifth Edition, and there's no limit to the powerful, interactive Web sites you can create. With step-by-step instructions, complete scripts, and expert tips to guide you, Ullman gets right down to business. After grounding you with practical introductions to both PHP 7 and MySQL, he covers core issues ranging from security to session management to jQuery and object-oriented programming techniques. Ullman walks you through creating several sample applications, stressing the latest features and techniques throughout.

As Microsoft's bestselling database manager, SQL Server is highly flexible and customizable, and has excellent support--the 2008 version offers several significant new capabilities. This book offers accurate and expert coverage on the updates to SQL Server 2008 such as its enhanced security; the ability to encrypt an entire database, data files, and log files without the need for application changes; a scalable infrastructure that can manage reports and analysis of any size and complexity; and its extensive performance data collection.

The first edition of this book has been praised as "the best reference book available on the subject." This new edition, Programming ColdFusion MX, 2nd Edition, goes even further, documenting new techniques for using ColdFusion MX 6.1 to develop and serve dynamic web page content. This exhaustive guide covers everything from the basics to advanced topics, with numerous examples that you can use for your own applications.

This third edition capitalizes on the success of the previous editions and leverages the important advancements in visualization, data analysis, and sharing capabilities that have emerged in recent years. It serves as an accelerated guide to decision support designs for consultants, service professionals and students. This 'fast track' enables a ramping up of skills in Excel for those who may have never used it to reach a level of mastery that will allow them to integrate Excel with widely available associated applications, make use of intelligent data visualization and analysis techniques, automate activity through basic VBA designs, and develop easy-to-use interfaces for customizing use. The content of this edition has been completely restructured and revised, with updates that correspond with the latest versions of software and references to contemporary add-in development across platforms. It also features best practices in design and analytical consideration, including methodical discussions of problem structuring and evaluation, as well as numerous case examples from practice.

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Best Practices for Deploying and Managing Master Data Services (MDS)Effectively manage master data and drive better decision making across your enterprise with detailed instruction from two MDS experts. Microsoft SQL Server 2008 R2 Master Data Services Implementation & Administration shows you how to use MDS to centralize the management of key data within your organization. Find out how to build an MDS model, establish hierarchies, govern data access, and enforce business rules. Legacy system integration and security are also covered. Real-world programming examples illustrate the material presented in this comprehensive guide. Create a process-agnostic solution for managing your business domains Learn how to take advantage of the data modeling capabilities of MDS Manage hierarchies and consolidations across your organization Import data by using SQL Server Integration Services and T-SQL statements Ensure data accuracy and completeness by using business rules and versioning Employ role-based security at functional, object, and attribute levels Design export views and publish data to subscribing systems Use Web services to progrmmatically interact with your implementation

If you are looking for a succinct, easy to use, and up-to-date reference guide for SQL Server 2005 and T-SQL, I highly recommend "SQL Server 2005 T-SQL Recipes," -- David Hayden, .NET Developer

Each chapter is completely autonomous, so you can just look up the syntax you need at the time without having to rely on knowledge from previous chapters. Its really an excellent reference that deserves a place on your desk. -- Sean McCown, ITBookworm

Need to brush up on specific SQL Server tasks, procedures, or Transact-SQL commands? Not finding what you need from SQL Server books online? Or perhaps you just want to familiarize yourself with the practical application of new T-SQLAAA1/2related features. "SQL Server 2005 T-SQL Recipes: A Problem-Solution Approach" is an ideal book, whatever your level as a DBA or developer.

This AAA1/2no-fluffAAA1/2 desk reference offers direct access to the information you need to get the job done. It covers basic T-SQL data manipulation, the use of stored procedures, triggers and UDFs, and advanced T-SQL techniques for database security and maintenance. It also provides hundreds of practical recipes that describe the utilities of features and functions, with a minimim of background theory.

Additionally, this book provides AAA1/2how-toAAA1/2 answers to common SQL Server T-SQL questions, conceptual overviews, and highlights of new features introduced in SQL Server 2005. It also features concise T-SQL syntax examples, and you can use the book to prepare for a SQL Server-related job interview or certification test.

The first edition of this book became a classic for developers and DBAs. This edition offers 400 pages of updated material on Oracle features, including parallel server, parallel query, Oracle Performance Pack, disk striping and mirroring, RAID, MPPs, SMPs, distributed databases, backup and recovery, and much more.

Pro SQL Server 2012 Integration Services teaches how to take advantage of the powerful extract, transform, and load (ETL) platform included with Microsoft SQL Server 2012. You'll learn to build scalable, robust, performance-driven enterprise ETL solutions that save time and make money for your company. You'll learn to avoid common ETL development pitfalls and how to extend the power of your ETL solutions to include virtually any possible transformation on data from any conceivable source. SQL Server Integration Services (SSIS) facilitates an unprecedented ability to load data from anywhere, perform any type of manipulation on it, and store it to any source. Whether you are populating databases, retrieving data from the Web, or performing complex calculations on large data sets, SSIS gives you the tools to get the job done. And this book gives you the knowledge to take advantage of everything SSIS offers.* Helps you design and develop robust, efficient, scalable ETL solutions * Walks you through using the built-in, stock components * Shows how to programmatically extend the power of SSIS to cover any possible scenario What you'll learn * Create an SSIS package from scratch * Deploy an SSIS package to any environment * Benchmark the performance of SSIS packages using common tools * Optimize SSIS data flows to achieve maximum performance * Use .NET to extend the power of the stock SSIS toolkit * Profile and scrub data during the ETL process Who this book is for Pro SQL Server 2012 Integration Services is for ETL developers, SQL developers, and database administrators at all levels of experience who want to harness the power of SSIS on SQL Server 2012. Whether you are using SSIS to build small, one-off ETL packages in a small shop, or building enterprise-wide ETL solutions in a Fortune 500 company, this book gives you the information you'll need to build powerful, scalable, and efficient ETL solutions at any level of complexity. Table of Contents * Introducing Integration Services * BIDS and SSMS *Hello World --Your First SSIS 2012 Package * Connection Managers * Control Flow Basics * Advanced Control Flow Tasks * Source and Destination Adapters * Data Flow Transformations * Variables, Parameters, and Expressions * Scripting * Events and Error Handling * Data Profiling and Scrubbing * Logging, Auditing and Data Lineage * Heterogeneous Sources and Destinations * Data Flow Tuning and Optimization * Parent-Child Design Pattern * Dimensional Data ETL * Building Robust Solutions * Deployment Model

Every business has reams of business data locked away in databases, business systems, and spreadsheets. While you may be able to build some reports by pulling a few of these repositories together, actually performing any kind of analysis on the data that runs your business can range from problematic to impossible. Pro SQL Server 2008 Analysis Services will show you how to pull that data together and present it for reporting and analysis in a way that makes the data accessible to business users, instead of needing to rely on the IT department every time someone needs a different report. AccessibleWith a single author's voice, this book conducts a guided tour through the technology that makes it easy to dive into. SolutionorientedWhile technically deep, the goal is to focus on practical application of the technologies instead of acting as a technical manual. ComprehensiveThis book covers every aspect of analysis services and ancillary technologies to enable you to make the most of SQL Server. What you'll learn Understand the importance ofonline analytical processingand analysis services technologies. Build cubes and dimensions that let you get business value out of large volumes of data. Learn the fundamentals of MDX, the query language for advanced analysis. Apply ancillary aspects of analysis services: KPIs, perspectives, and calculated members. Apply basic data mining conceptsidentify answers to questions you weren't even aware you should ask. Learn the various ways to consume analysis services data (reporting services, Excel, and ProClarity). Who this book is for

Pro SQL Server 2008 Analysis Services is aimed at developers who want to take advantage of SQL Server's built-in business intelligence functionality to mine their data and produce reports that can drive business forward in right and profitable directions. The book is secondarily aimed at database administrators charged with supporting analysis services solutions. Table of Contents Introduction to OLAP Cubes, Dimensions, and Measures SQL Server Analysis Services SSAS Developer and Admin Interfaces Creating a Data Source View Creating Dimensions Building a Cube Deploying and Processing MDX219 10: Cube Features Data Mining PowerPivot Administration User Interfaces

You don't have to be a techie to use FileMaker Pro 13, but you do need to know what you're doing. With clear, step-by-step instructions, this friendly guide shows you how to create a powerful database that lets you do almost anything with your data. Whether you're running a business, printing a catalog, or planning a wedding, you'll discover how to customize your database and put it to work on several devices.

The important stuff you need to know: Get started. Tour FileMaker Pro's features and create your first database in minutes.Explore the entire platform. Use FileMaker on a desktop, server, WebDirect, or FileMaker Go.Catalog your data. View, sort, and shape information in dozens of ways.Create professional documents. Publish reports, invoices, and other documents with ease.Harness processing power. Use calculations and scripts to crunch numbers, search text, and automate tasks.Add visual power and clarity. Create colorful charts to illustrate and summarize your data.Think like a developer. Dive into advanced topics like relational databases, scripting, and designing for multiple devices.

This bestselling book helps you use FileMaker Pro quickly and efficiently, whether you're experienced with the program or just beginning.

Getting started with MongoDB is easy, but once you begin building applications with it, you'll face some complex issues. What are the tradeoffs between normalized and denormalized data? How do you handle replica set failure and failover? This collection of MongoDB tips, tricks, and hacks helps you resolve issues with everything from application design and implementation to data safety and monitoring.

You get specific guidance in five topic areas directly from engineers at 10gen, the company that develops and supports this open source database: Application Design Tips: What to keep in mind when designing your schema Implementation Tips: Programming applications against MongoDB Optimization Tips: Speeding up your applications Data Safety Tips: Using replication and journaling to keep data safe--without sacrificing too much performance Administration Tips: How to configure MongoDB and keep it running smoothly

Get your daily work done efficiently using this comprehensive guide for SQL Server DBAs that covers all that a practicing database administrator needs to know. Updated for SQL Server 2022, this edition includes coverage of new features, such as Ledger, which provides an immutable record of table history to protect you against malicious data tampering, and integration with cloud providers to support hybrid cloud scenarios. You'll also find new content on performance optimizations, such as query pan feedback, and security controls, such as new database roles, which are restructured for modern ways of working. Coverage also includes Query Store, installation on Linux, and the use of containerized SQL. Pro SQL Server 2022 Administration takes DBAs on a journey that begins with planning their SQL Server deployment and runs through installing and configuring the instance, administering and optimizing database objects, and ensuring that data is secure and highly available. Readers will learn how to perform advanced maintenance and tuning techniques, and discover SQL Server's hybrid cloud functionality. This book teaches you how to make the most of new SQL Server 2022 functionality, including integration for hybrid cloud scenarios. The book promotes best-practice installation, shows how to configure for scalability and high availability, and demonstrates the gamut of database-level maintenance tasks, such as index maintenance, database consistency checks, and table optimizations. What You Will Learn Integrate SQL Server with Azure for hybrid cloud scenarios Audit changes and prevent malicious data changes with SQL Server's Ledger Secure and encrypt data to protect against embarrassing data breaches Ensure 24 x 7 x 365 access through high availability and disaster recovery features in today's hybrid world Use Azure tooling, including Arc, to gain insight into and manage your SQL Server enterprise Install and configure SQL Server on Windows, Linux, and in containers Perform routine maintenance tasks, such as backups and database consistency checks Optimize performance and undertake troubleshooting in the Database Engine Who This Book Is For SQL Server DBAs who manage on-premise installations of SQL Server. This book is also useful for DBAs who wish to learn advanced features, such as integration with Azure, Query Store, Extended Events, and Policy-Based Management, or those who need to install SQL Server in a variety of environments.

This is a unique, one-volume guide to the administration and management of the Oracle database. Fully revised and updated from its best-selling 9i predecessor, this edition covers all new features, with fully field-tested examplesnot just "showcase" examples.

This book covers the new 10g management and performance tools and provides essential primers on Unix, Linux and Windows NT administration and on core SQL and PL/SQL programming techniques. And it provides everything the new and aspring Oracle DBA needs to build and admisiter complex Oracle 10g databases.

This highly regarded and comprehensive reference manual comes directly from the members of the MySQL team. The book covers issues at all stages in MySQL use, from installation problems through performance tuning. Included are suggested uses of privileges to enhance security, many performance tips, and a sophisticated guide to error recovery. It also offers a thorough comparison of MySQL with SQL standards and other databases. No serious MySQL user should be without this book.

This cookbook contains a wealth of solutions to problems that SQL programmers face all the time. Recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Each recipe includes a discussion that explains the logic and concepts underlying the solution. The book covers audit logging, hierarchies, importing data, sets, statistics, temporal data, and data structures.

Learn how to use MySQL, a popular database product that supports key subsets of SQL on Linux and Unix systems. Using C/C++, Java, Perl, PHP, or Python, you can write programs to interact with a MySQL database, either as a stand-alone application or through a web page. This book covers the whole process, from installation to programming interfaces and database administration. It includes ample tutorial material and examples.

Load balancing distributes traffic efficiently among network servers so that no individual server is overburdened. This vendor-neutral guide to the concepts and terminology of load balancing offers practical guidance to planning and implementing the technology in most environments. It includes a configuration guide with diagrams and sample configurations for installing, configuring, and maintaining products from the four major server load balancing vendors.