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      • [PDF] A Course in In-Memory Data Management Free Download by Hasso Plattner | Publisher : Springer | Category : Computers & Internet | Tags : Server, Analysis, Dictionary, Database, Access, Functions | ISBN-10 : 364236523X | ISBN-13 : 9783642365232
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      • A Course in In-Memory Data Management by Hasso Plattner, Publisher : Springer
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      • A Course in In-Memory Data Management: The Inner Mechanics of In-Memory Databases

        Recent achievements in hardware and software development, such as multi-core CPUs and DRAM capacities of multiple terabytes per server, enabled the introduction of a revolutionary technology: in-memory data management. This technology supports the flexible and extremely fast analysis of massive amounts of enterprise data. Professor Hasso Plattner and his research group at the Hasso Plattner Institute in Potsdam, Germany, have been investigating and teaching the corresponding concepts and their adoption in the software industry for years.

        This book is based on the first online course on the openHPI e-learning platform, which was launched in autumn 2012 with more than 13,000 learners. The book is designed for students of computer science, software engineering, and IT related subjects. However, it addresses business experts, decision makers, software developers, technology experts, and IT analysts alike. Plattner and his group focus on exploring the inner mechanics of a column-oriented dictionary-encoded in-memory database. Covered topics include – amongst others – physical data storage and access, basic database operators, compression mechanisms, and parallel join algorithms. Beyond that, implications for future enterprise applications and their development are discussed. Readers are lead to understand the radical differences and advantages of the new technology over traditional row-oriented disk-based databases.

        Table of Contents

        1 Introduction

        Part I The Future of Enterprise Computing
        2 New Requirements for Enterprise Computing
        3 Enterprise Application Characteristics
        4 Changes in Hardware
        5 A Blueprint of SanssouciDB

        Part II Foundations of Database Storage Techniques
        6 Dictionary Encoding
        7 Compression
        8 Data Layout in Main Memory
        9 Partitioning

        Part III In-Memory Database Operators
        10 Delete
        11 Insert
        12 Update
        13 Tuple Reconstruction
        14 Scan Performance
        15 Select
        16 Materialization Strategies
        17 Parallel Data Processing
        18 Indices
        19 Join
        20 Aggregate Functions
        21 Parallel Select
        22 Workload Management and Scheduling
        23 Parallel Join
        24 Parallel Aggregation

        Part IV Advanced Database Storage Techniques
        25 Differential Buffer
        26 Insert-Only
        27 The Merge Process
        28 Logging
        29 Recovery
        30 On-the-Fly Database Reorganization

        Part V Foundations for a New Enterprise Application Development Era
        31 Implications on Application Development
        32 Database Views
        33 Handling Business Objects
        34 Bypass Solution

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    • Book Details
      • Book Name : A Course in In-Memory Data Management

        Edition : 2013

        Author : Hasso Plattner

        Publisher : Springer

        Category : Computers & Internet

        ISBN-10 : 364236523X

        ISBN-13 : 9783642365232

        ASIN : 364236523X

        Pages : 300

        Language : English

        Publish Date : May 7, 2013
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