Storage and Query Processing Optimizations for Hierarchichally-organized Data

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Publisher :
ISBN 13 :
Total Pages : 138 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Storage and Query Processing Optimizations for Hierarchichally-organized Data by : Alan Dale Halverson

Download or read book Storage and Query Processing Optimizations for Hierarchichally-organized Data written by Alan Dale Halverson and published by . This book was released on 2006 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Warehousing

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Publisher : Rob Botwright
ISBN 13 : 1839386851
Total Pages : 266 pages
Book Rating : 4.8/5 (393 download)

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Book Synopsis Data Warehousing by : Rob Botwright

Download or read book Data Warehousing written by Rob Botwright and published by Rob Botwright. This book was released on 101-01-01 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing the "Data Warehousing: Optimizing Data Storage and Retrieval for Business Success" bundle! Unlock the full potential of your data with this comprehensive collection of four essential books: 1. Data Warehousing Fundamentals: A Beginner's Guide · Dive into the foundational principles of data warehousing and learn how to build a solid framework for storing and managing your organization's data. · Understand the importance of data modeling and gain insights into the extraction, transformation, and loading (ETL) processes essential for efficient data management. 2. Mastering Data Modeling for Data Warehousing · Take your data modeling skills to the next level with advanced techniques for conceptual, logical, and dimensional modeling. · Learn how to design scalable and efficient data warehouses that meet the evolving needs of your organization. 3. Advanced ETL Techniques for Data Warehousing Optimization · Optimize your ETL processes and streamline data extraction, transformation, and loading for maximum efficiency. · Explore advanced techniques such as incremental loading and change data capture (CDC) to ensure the smooth operation of your data warehouse. 4. Big Data Analytics: Harnessing the Power of Data Warehousing for Experts · Unlock the transformative potential of big data analytics and gain actionable insights to drive informed decision-making. · Discover how to leverage your data warehouse for real-time data processing, predictive modeling, and more. With this bundle, you'll gain the knowledge and skills needed to optimize your data storage and retrieval processes, empowering you to harness the power of data for business success. Whether you're a beginner looking to build a solid foundation or an expert seeking advanced strategies, this bundle has something for everyone. Don't miss out on this opportunity to revolutionize your approach to data warehousing and take your business to new heights!

Context-Aware Systems and Applications

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Publisher : Springer
ISBN 13 : 3319292366
Total Pages : 463 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Context-Aware Systems and Applications by : Phan Cong Vinh

Download or read book Context-Aware Systems and Applications written by Phan Cong Vinh and published by Springer. This book was released on 2016-04-16 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Context-Aware Systems and Applications, ICCASA 2015, held in Vung Tau, Vietnam, in November 2015. The 44 revised full papers presented were carefully selected and reviewed from over 100 submissions. The papers cover a wide spectrum of issues in the area of context-aware systems (CAS) and context-based recommendation systems. CAS is characterized by its self- facets such as self-organization, self-configuration, self-healing, self-optimization, self-protection and so on whose context awareness used to dynamically control computing and networking functions. The overall goal of CAS is to realize nature-inspired autonomic systems that can manage themselves without direct human interventions.

Data Warehouses and OLAP

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Publisher : IGI Global
ISBN 13 : 1599043645
Total Pages : 361 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Data Warehouses and OLAP by : Robert Wrembel

Download or read book Data Warehouses and OLAP written by Robert Wrembel and published by IGI Global. This book was released on 2007-01-01 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data warehouses and online analytical processing (OLAP) are emerging key technologies for enterprise decision support systems. They provide sophisticated technologies from data integration, data collection and retrieval, query optimization, and data analysis to advanced user interfaces. New research and technological achievements in the area of data warehousing are implemented in commercial database management systems, and organizations are developing data warehouse systems into their information system infrastructures. Data Warehouses and OLAP: Concepts, Architectures and Solutions covers a wide range of technical, technological, and research issues. It provides theoretical frameworks, presents challenges and their possible solutions, and examines the latest empirical research findings in the area. It is a resource of possible solutions and technologies that can be applied when designing, implementing, and deploying a data warehouse, and assists in the dissemination of knowledge in this field.

The Design and Implementation of Modern Column-Oriented Database Systems

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Publisher : Now Publishers
ISBN 13 : 9781601987549
Total Pages : 90 pages
Book Rating : 4.9/5 (875 download)

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Book Synopsis The Design and Implementation of Modern Column-Oriented Database Systems by : Daniel Abadi

Download or read book The Design and Implementation of Modern Column-Oriented Database Systems written by Daniel Abadi and published by Now Publishers. This book was released on 2013 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Design and Implementation of Modern Column-Oriented Database Systems discusses modern column-stores, their architecture and evolution as well the benefits they can bring in data analytics.

Current Trends in Database Technology - EDBT 2004 Workshops

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Publisher : Springer Science & Business Media
ISBN 13 : 3540233059
Total Pages : 626 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Current Trends in Database Technology - EDBT 2004 Workshops by : Wolfgang Lindner

Download or read book Current Trends in Database Technology - EDBT 2004 Workshops written by Wolfgang Lindner and published by Springer Science & Business Media. This book was released on 2004-12 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint post-proceedings of five workshops held as part of the 9th International Conference on Extending Database Technology, EDBT 2004, held in Heraklion, Crete, Greece, in March 2004. The 55 revised full papers presented together with 2 invited papers and the summaries of 2 panels were selected from numerous submissions during two rounds of reviewing and revision. In accordance with the topical focus of the respective workshops, the papers are organized in sections on database technology in general (PhD Workshop), database technologies for handling XML information on the Web, pervasive information management, peer-to-peer computing and databases, and clustering information over the Web.

Fundamentals of Data Warehouses

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Publisher : Springer Science & Business Media
ISBN 13 : 3662041383
Total Pages : 188 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Fundamentals of Data Warehouses by : Matthias Jarke

Download or read book Fundamentals of Data Warehouses written by Matthias Jarke and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comparative review of the state of the art and best current practice in data warehousing. It covers source and data integration, multidimensional aggregation, query optimisation, update propagation, metadata management, quality assessment, and design optimisation. Also, based on results of the European DWQ project, it offers a conceptual framework by which the architecture and quality of data warehousing efforts can be assessed and improved using enriched metadata management combined with advanced techniques from databases, business modelling, and artificial intelligence. An excellent introduction to the issues of quality and metadata usage for researchers and database professionals in academia and industry. XXXXXXX Neuer Text This book presents the first comparative review of the state-of-the-art and the best current practices of data warehouses. It covers source and data integration, multidimensional aggregation, query optimization, metadata management, quality assessment, and design optimization. A conceptual framework is presented by which the architecture and quality of a data warehouse can be assessed and improved using enriched metadata management combined with advanced techniques from databases, business modeling, and artificial intelligence.

Query Processing in Database Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642823750
Total Pages : 367 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Query Processing in Database Systems by : W. Kim

Download or read book Query Processing in Database Systems written by W. Kim and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an anthology of the results of research and development in database query processing during the past decade. The relational model of data provided tremendous impetus for research into query processing. Since a relational query does not specify access paths to the stored data, the database management system (DBMS) must provide an intelligent query-processing subsystem which will evaluate a number of potentially efficient strategies for processing the query and select the one that optimizes a given performance measure. The degree of sophistication of this subsystem, often called the optimizer, critically affects the performance of the DBMS. Research into query processing thus started has taken off in several directions during the past decade. The emergence of research into distributed databases has enormously complicated the tasks of the optimizer. In a distributed environment, the database may be partitioned into horizontal or vertical fragments of relations. Replicas of the fragments may be stored in different sites of a network and even migrate to other sites. The measure of performance of a query in a distributed system must include the communication cost between sites. To minimize communication costs for-queries involving multiple relations across multiple sites, optimizers may also have to consider semi-join techniques.

Tenth Goddard Conference on Mass Storage Systems and Technologies

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Publisher :
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.:/5 (317 download)

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Book Synopsis Tenth Goddard Conference on Mass Storage Systems and Technologies by : Ben Kobler

Download or read book Tenth Goddard Conference on Mass Storage Systems and Technologies written by Ben Kobler and published by . This book was released on 2002 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Principles & Implementation of Datawarehousing

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Publisher : Firewall Media
ISBN 13 : 9788170088516
Total Pages : 528 pages
Book Rating : 4.0/5 (885 download)

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Book Synopsis Principles & Implementation of Datawarehousing by : Rajiv Parida

Download or read book Principles & Implementation of Datawarehousing written by Rajiv Parida and published by Firewall Media. This book was released on 2008-02 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Informatics

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Publisher : Springer Science & Business Media
ISBN 13 : 3540075445
Total Pages : 510 pages
Book Rating : 4.5/5 (4 download)

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Book Synopsis Advances in Informatics by : Yannis Manolopoulos

Download or read book Advances in Informatics written by Yannis Manolopoulos and published by Springer Science & Business Media. This book was released on 2003-04-22 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 8th Panhellenic Conference on Informatics, PCI 2001, held in Nicosia, Cyprus in November 2001. The 31 revised full papers presented were carefully selected and improved during two months of reviewing from 104 conference papers. The papers cover the areas of databases, data mining and intelligent systems, e-learning, human computer interaction, image processing, networks and systems, software and languages, and theoretical computer science.

Main Memory Database Systems

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Publisher : Foundations and Trends in Databases
ISBN 13 : 9781680833249
Total Pages : 144 pages
Book Rating : 4.8/5 (332 download)

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Book Synopsis Main Memory Database Systems by : Frans Faerber

Download or read book Main Memory Database Systems written by Frans Faerber and published by Foundations and Trends in Databases. This book was released on 2017-07-20 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: With growing memory sizes and memory prices dropping by a factor of 10 every 5 years, data having a "primary home" in memory is now a reality. Main-memory databases eschew many of the traditional architectural pillars of relational database systems that optimized for disk-resident data. The result of these memory-optimized designs are systems that feature several innovative approaches to fundamental issues (e.g., concurrency control, query processing) that achieve orders of magnitude performance improvements over traditional designs. This monograph provides an overview of recent developments in main-memory database systems. It covers five main issues and architectural choices that need to be made when building a high performance main-memory optimized database: data organization and storage, indexing, concurrency control, durability and recovery techniques, and query processing and compilation. The monograph focuses on four commercial and research systems: H-Store/VoltDB, Hekaton, HyPer, and SAPHANA. These systems are diverse in their design choices and form a representative sample of the state of the art in main-memory database systems. It also covers other commercial and academic systems, along with current and future research trends.

Comprehensive Informatics Practices Xii

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Publisher : Firewall Media
ISBN 13 : 9788170087922
Total Pages : 732 pages
Book Rating : 4.0/5 (879 download)

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Book Synopsis Comprehensive Informatics Practices Xii by : Ramesh Bangia

Download or read book Comprehensive Informatics Practices Xii written by Ramesh Bangia and published by Firewall Media. This book was released on 2006 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Introduction to Data Base Design

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Publisher : Academic Press
ISBN 13 : 1483270483
Total Pages : 297 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis An Introduction to Data Base Design by : Betty Joan Salzberg

Download or read book An Introduction to Data Base Design written by Betty Joan Salzberg and published by Academic Press. This book was released on 2014-05-10 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Data Base Design provides an understanding of how data base management systems (DBMS) work to be able to use any available commercial DBMS intelligently. This book presents the principle of independence of physical and local organization. Organized into seven chapters, this book begins with an overview of normal form theory. This text then describes the three types of DBMS. Other chapters consider the difficulties in processing queries where the names of the files are not mentioned. This book discusses as well how to group data hierarchically, how to use a preorder tree traversal to represent the data, and how to convert a network organization to a hierarchical one. The final chapter deals with four essential issues in data base theory, namely, recovery, security, integrity, and concurrency. This book is a valuable resource for computer science students in the junior or senior year, and people in industry who are doing technical work using data bases.

Database Internals

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Publisher : O'Reilly Media
ISBN 13 : 1492040312
Total Pages : 373 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Database Internals by : Alex Petrov

Download or read book Database Internals written by Alex Petrov and published by O'Reilly Media. This book was released on 2019-09-13 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals. Throughout the book, you’ll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases. These resources are listed at the end of parts one and two. You’ll discover that the most significant distinctions among many modern databases reside in subsystems that determine how storage is organized and how data is distributed. This book examines: Storage engines: Explore storage classification and taxonomy, and dive into B-Tree-based and immutable Log Structured storage engines, with differences and use-cases for each Storage building blocks: Learn how database files are organized to build efficient storage, using auxiliary data structures such as Page Cache, Buffer Pool and Write-Ahead Log Distributed systems: Learn step-by-step how nodes and processes connect and build complex communication patterns Database clusters: Which consistency models are commonly used by modern databases and how distributed storage systems achieve consistency

HorsePower

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (126 download)

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Book Synopsis HorsePower by : Hanfeng Chen

Download or read book HorsePower written by Hanfeng Chen and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Relational database management systems (RDBMS) are operationally similar to a dynamic language processor. They take SQL queries as input, dynamically generate an optimized execution plan, and then execute it. In recent decades, the emergence of in-memory databases, which use array-like storage structures to store the columns of the database tables, shifted the focus towards CPU-bound query optimizations. The similarity in the computational characteristics of such database workloads and array programming language optimizations have so far been largely unexplored. We believe that these database implementations can benefit from merging database optimization techniques with dynamic array-based programming language approaches; even more so, as database queries are more and more used together with analytics functions in data science workflows. Therefore, we present HorsePower, a framework for optimizing both database queries and supporting advanced data analytics. The framework employs a newly designed array-based intermediate representation, HorseIR, that resides between database queries and programs written in high-level languages on the one side, and compiled code on the other side. It provides translators to generate HorseIR code from database execution plans and programs written in the popular programming language MATLAB, an interpreter to execute HorseIR, and a compiler that optimizes HorseIR and generates efficient CPU and GPU code. We compare HorseIR with a relational database management system MonetDB and MATLAB, by testing standard SQL queries, SQL queries with embedded analytics functions written in MATLAB, and MATLAB benchmarks to show how our approach and compiler optimizations improve the runtime of complex queries and analytics functions"--

Information Organization and Databases

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Publisher : Springer Science & Business Media
ISBN 13 : 1461513790
Total Pages : 377 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Information Organization and Databases by : Katsumi Tanaka

Download or read book Information Organization and Databases written by Katsumi Tanaka and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Organization and Databases: Foundations of Data Organization provides recent developments of information organization technologies that have become crucial not only for data mining applications and information visualization, but also for treatment of semistructured data, spatio-temporal data and multimedia data that are not necessarily stored in conventional DBMSs. Information Organization and Databases: Foundations of Data Organization presents: semistructured data addressing XML, query languages and integrity constraints, focusing on advanced technologies for organizing web data for effective retrieval; multimedia database organization emphasizing video data organization and data structures for similarity retrieval; technologies for data mining and data warehousing; index organization and efficient query processing issues; spatial data access and indexing; organizing and retrieval of WWW and hypermedia. Information Organization and Databases: Foundations of Data Organization is a resource for database practitioners, database researchers, designers and administrators of multimedia information systems, and graduate-level students in the area of information retrieval and/or databases wishing to keep abreast of advances in the information organization technologies.