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Designing Data Intensive Applications

Author: Martin Kleppmann
Publisher: "O'Reilly Media, Inc."
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Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords? In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures


Morgan Kaufmann series in data management systems

Author: Stefano Ceri
Publisher: Morgan Kaufmann
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Size: 12,30 MB
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Technologies for web applications -- Data model -- Hypertext model -- Content management model -- Advanced hypertext model -- Overview of the development process -- Requirements specifications -- Data design -- Hypertext design -- Architecture design -- Data implementation -- Hypertext implementation -- Advanced hypertext implementation -- Tools for model-based development of web applications.


Architecting Data Intensive Applications

Author: Anuj Kumar
Publisher: Packt Publishing Ltd
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Size: 23,95 MB
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Architect and design data-intensive applications and, in the process, learn how to collect, process, store, govern, and expose data for a variety of use cases Key Features Integrate the data-intensive approach into your application architecture Create a robust application layout with effective messaging and data querying architecture Enable smooth data flow and make the data of your application intensive and fast Book Description Are you an architect or a developer who looks at your own applications gingerly while browsing through Facebook and applauding it silently for its data-intensive, yet fluent and efficient, behaviour? This book is your gateway to build smart data-intensive systems by incorporating the core data-intensive architectural principles, patterns, and techniques directly into your application architecture. This book starts by taking you through the primary design challenges involved with architecting data-intensive applications. You will learn how to implement data curation and data dissemination, depending on the volume of your data. You will then implement your application architecture one step at a time. You will get to grips with implementing the correct message delivery protocols and creating a data layer that doesn’t fail when running high traffic. This book will show you how you can divide your application into layers, each of which adheres to the single responsibility principle. By the end of this book, you will learn to streamline your thoughts and make the right choice in terms of technologies and architectural principles based on the problem at hand. What you will learn Understand how to envision a data-intensive system Identify and compare the non-functional requirements of a data collection component Understand patterns involving data processing, as well as technologies that help to speed up the development of data processing systems Understand how to implement Data Governance policies at design time using various Open Source Tools Recognize the anti-patterns to avoid while designing a data store for applications Understand the different data dissemination technologies available to query the data in an efficient manner Implement a simple data governance policy that can be extended using Apache Falcon Who this book is for This book is for developers and data architects who have to code, test, deploy, and/or maintain large-scale, high data volume applications. It is also useful for system architects who need to understand various non-functional aspects revolving around Data Intensive Systems.


About Face

Author: Alan Cooper
Publisher: John Wiley & Sons
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Size: 16,89 MB
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The essential interaction design guide, fully revised andupdated for the mobile age About Face: The Essentials of Interaction Design, FourthEdition is the latest update to the book that shaped andevolved the landscape of interaction design. This comprehensiveguide takes the worldwide shift to smartphones and tablets intoaccount. New information includes discussions on mobile apps,touch interfaces, screen size considerations, and more. Thenew full-color interior and unique layout better illustrate moderndesign concepts. The interaction design profession is blooming with the successof design-intensive companies, priming customers to expect "design"as a critical ingredient of marketplace success. Consumers havelittle tolerance for websites, apps, and devices that don't live upto their expectations, and the responding shift in businessphilosophy has become widespread. About Face isthe book that brought interaction design out of the research labsand into the everyday lexicon, and the updated FourthEdition continues to lead the way with ideas and methodsrelevant to today's design practitioners anddevelopers. Updated information includes: Contemporary interface, interaction, and product designmethods Design for mobile platforms and consumer electronics State-of-the-art interface recommendations and up-to-dateexamples Updated Goal-Directed Design methodology Designers and developers looking to remain relevant through thecurrent shift in consumer technology habits will find AboutFace to be a comprehensive, essential resource.


Computational Methods for Data Analysis

Author: Yeliz Karaca
Publisher: Walter de Gruyter GmbH & Co KG
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Size: 15,56 MB
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This graduate text covers a variety of mathematical and statistical tools for the analysis of big data coming from biology, medicine and economics. Neural networks, Markov chains, tools from statistical physics and wavelet analysis are used to develop efficient computational algorithms, which are then used for the processing of real-life data using Matlab.


Conceptual Modeling of Information Systems

Author: Antoni Olivé
Publisher: Springer Science & Business Media
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Size: 12,32 MB
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This brilliant textbook explains in detail the principles of conceptual modeling independently from particular methods and languages and shows how to apply them in real-world projects. The author covers all aspects of the engineering process from structural modeling over behavioral modeling to meta-modeling, and completes the presentation with an extensive case study based on the osCommerce system. Written for computer science students in classes on information systems modeling as well as for professionals feeling the need to formalize their experiences or to update their knowledge, Olivé delivers here a comprehensive treatment of all aspects of the modeling process. His book is complemented by lots of exercises and additional online teaching material.


Designing Database Applications with Objects and Rules

Author: Stefano Ceri
Publisher: Addison Wesley
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Size: 29,36 MB
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Master the latest advances in modern database technology with IDEA, a state-of-the-art methodology for developing, maintaining and applying database systems. The IDEA Methodology provides a coherent framework with which to exploit cutting-edge software engineering concepts and opens up database technology to the object-oriented and rule-based approach. This book takes the reader through the various stages of the Methodology, introducing the models and languages used, explaining the structured development process from analysis through to implementation and finally explaining how to put the Methodology to work. Features: in-depth presentation of all the latest innovations in database desig practical guidelines on how to put the IDEA Methodology to work on widely known commercial platform an extensive running case study and numerous example IDEA Web Lab offering a Java-enabled development environment to support users. Aimed at database systems analysts, designers, administrators, managers and consultants as well as students of advanced database courses, it assumes the reader is familiar with relational and object-oriented database concepts. Visit the IDEA Web site at


Semantic Web Services Challenge

Author: Charles J. Petrie
Publisher: Springer Science & Business Media
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Size: 27,70 MB
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This is an edited volume that develops a common understanding of the various technologies intended to facilitate the automation of mediation, choreography and discovery for Web Services using semantic annotations. The volume explores trade-offs among existing approaches, and reveals strengths and weaknesses of proposed approaches, as well as which aspects of the problem are not yet covered. The book is designed for a professional audience composed of practitioners and researchers in industry. Professionals can use it to evaluate SWS technology for their potential practical use. The book is also suitable for advanced-level students in computer science.


Knowledge and Data Management in GRIDs

Author: Domenico Talia
Publisher: Springer Science & Business Media
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Size: 22,85 MB
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Current research activities are leveraging the Grid to create generic- and domain-specific solutions and services for data management and knowledge discovery. Knowledge and Data Management in Grids is the third volume of the CoreGRID series; it gathers contributions by researchers and scientists working on storage, data, and knowledge management in Grid and Peer-to-Peer systems. This volume presents the latest Grid solutions and research results in key areas such as distributed storage management, Grid databases, Semantic Grid and Grid-aware data mining. Written for a professional audience of researchers and practitioners in industry, it is suitable for graduate-level students in computer science.


Joe Celko s SQL Puzzles and Answers

Author: Joe Celko
Publisher: Elsevier
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Size: 10,98 MB
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Joe Celko's SQL Puzzles and Answers, Second Edition, challenges you with his trickiest puzzles and then helps solve them with a variety of solutions and explanations. Author Joe Celko demonstrates the thought processes that are involved in attacking a problem from an SQL perspective to help advanced database programmers solve the puzzles you frequently face. These techniques not only help with the puzzle at hand, but also help develop the mindset needed to solve the many difficult SQL puzzles you face every day. This updated edition features many new puzzles; dozens of new solutions to puzzles; and new chapters on temporal query puzzles and common misconceptions about SQL and RDBMS that leads to problems. This book is recommended for database programmers with a good knowledge of SQL. A great collection of tricky SQL puzzles with a variety of solutions and explanations Uses the proven format of puzzles and solutions to provide a user-friendly, practical look into SQL programming problems - many of which will help users solve their own problems New edition features: Many new puzzles added!, Dozens of new solutions to puzzles, and using features in SQL-99, Code is edited to conform to SQL STYLE rules, New chapter on temporal query puzzles, New chapter on common misconceptions about SQL and RDBMS that leads to problems