Non-Volatile Memory Database Management Systems

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Author :
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681734850
Total Pages : 193 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Non-Volatile Memory Database Management Systems by : Joy Arulraj

Download or read book Non-Volatile Memory Database Management Systems written by Joy Arulraj and published by Morgan & Claypool Publishers. This book was released on 2019-02-12 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to them are persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. With NVM, many of the components of legacy DBMSs are unnecessary and will degrade the performance of data-intensive applications. We present the design and implementation of DBMS architectures that are explicitly tailored for NVM. The book focuses on three aspects of a DBMS: (1) logging and recovery, (2) storage and buffer management, and (3) indexing. First, we present a logging and recovery protocol that enables the DBMS to support near-instantaneous recovery. Second, we propose a storage engine architecture and buffer management policy that leverages the durability and byte-addressability properties of NVM to reduce data duplication and data migration. Third, the book presents the design of a range index tailored for NVM that is latch-free yet simple to implement. All together, the work described in this book illustrates that rethinking the fundamental algorithms and data structures employed in a DBMS for NVM improves performance and availability, reduces operational cost, and simplifies software development.

Non-Volatile Memory Database Management Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 3031018680
Total Pages : 173 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Non-Volatile Memory Database Management Systems by : Joy Arulraj

Download or read book Non-Volatile Memory Database Management Systems written by Joy Arulraj and published by Springer Nature. This book was released on 2022-06-01 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are almost as fast as volatile memory, but all writes to them are persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. With NVM, many of the components of legacy DBMSs are unnecessary and will degrade the performance of data-intensive applications. We present the design and implementation of DBMS architectures that are explicitly tailored for NVM. The book focuses on three aspects of a DBMS: (1) logging and recovery, (2) storage and buffer management, and (3) indexing. First, we present a logging and recovery protocol that enables the DBMS to support near-instantaneous recovery. Second, we propose a storage engine architecture and buffer management policy that leverages the durability and byte-addressability properties of NVM to reduce data duplication and data migration. Third, the book presents the design of a range index tailored for NVM that is latch-free yet simple to implement. All together, the work described in this book illustrates that rethinking the fundamental algorithms and data structures employed in a DBMS for NVM improves performance and availability, reduces operational cost, and simplifies software development.

In-Memory Database Management Systems

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781987412413
Total Pages : 136 pages
Book Rating : 4.4/5 (124 download)

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Book Synopsis In-Memory Database Management Systems by : Gerardus Blokdyk

Download or read book In-Memory Database Management Systems written by Gerardus Blokdyk and published by Createspace Independent Publishing Platform. This book was released on 2018-04 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who will be responsible for deciding whether In-Memory Database Management Systems goes ahead or not after the initial investigations? Are there any easy-to-implement alternatives to In-Memory Database Management Systems? Sometimes other solutions are available that do not require the cost implications of a full-blown project? How does the In-Memory Database Management Systems manager ensure against scope creep? Risk factors: what are the characteristics of In-Memory Database Management Systems that make it risky? Will team members regularly document their In-Memory Database Management Systems work? This valuable In-Memory Database Management Systems self-assessment will make you the accepted In-Memory Database Management Systems domain expert by revealing just what you need to know to be fluent and ready for any In-Memory Database Management Systems challenge. How do I reduce the effort in the In-Memory Database Management Systems work to be done to get problems solved? How can I ensure that plans of action include every In-Memory Database Management Systems task and that every In-Memory Database Management Systems outcome is in place? How will I save time investigating strategic and tactical options and ensuring In-Memory Database Management Systems costs are low? How can I deliver tailored In-Memory Database Management Systems advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all In-Memory Database Management Systems essentials are covered, from every angle: the In-Memory Database Management Systems self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that In-Memory Database Management Systems outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced In-Memory Database Management Systems practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in In-Memory Database Management Systems are maximized with professional results. Your purchase includes access details to the In-Memory Database Management Systems self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book.

Indexing on Non-Volatile Memory

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Author :
Publisher : Springer Nature
ISBN 13 : 3031476271
Total Pages : 92 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Indexing on Non-Volatile Memory by : Kaisong Huang

Download or read book Indexing on Non-Volatile Memory written by Kaisong Huang and published by Springer Nature. This book was released on 2023-11-28 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on online transaction processing indexes designed for scalable, byte-addressable non-volatile memory (NVM) and provides a systematic review and summary of the fundamental principles and techniques as well as an outlook on the future of this research area. In this book, the authors divide the development of NVM indexes into three “eras”— pre-Optane, Optane and post-Optane—based on when the first major scalable NVM device (Optane) became commercially available and when it was announced to be discontinued. The book will analyze the reasons for the slow adoption of NVM and give an outlook for indexing techniques in the post-Optane era. The book assumes only basic undergraduate-level understanding on indexing (e.g., B+-trees, hash tables) and database systems in general. It is otherwise self-contained with the necessary background information, including an introduction to NVM hardware and software/programming issues, a detailed description of different indexes in highly concurrent systems for non-experts and new researchers to get started in this area.

Building a Columnar Database on RAMCloud

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Author :
Publisher : Springer
ISBN 13 : 3319207113
Total Pages : 130 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Building a Columnar Database on RAMCloud by : Christian Tinnefeld

Download or read book Building a Columnar Database on RAMCloud written by Christian Tinnefeld and published by Springer. This book was released on 2015-07-07 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the field of parallel database management systems and illustrates the great variety of solutions based on a shared-storage or a shared-nothing architecture. Constantly dropping memory prices and the desire to operate with low-latency responses on large sets of data paved the way for main memory-based parallel database management systems. However, this area is currently dominated by the shared-nothing approach in order to preserve the in-memory performance advantage by processing data locally on each server. The main argument this book makes is that such an unilateral development will cease due to the combination of the following three trends: a) Today’s network technology features remote direct memory access (RDMA) and narrows the performance gap between accessing main memory on a server and of a remote server to and even below a single order of magnitude. b) Modern storage systems scale gracefully, are elastic and provide high-availability. c) A modern storage system such as Stanford’s RAM Cloud even keeps all data resident in the main memory. Exploiting these characteristics in the context of a main memory-based parallel database management system is desirable. The book demonstrates that the advent of RDMA-enabled network technology makes the creation of a parallel main memory DBMS based on a shared-storage approach feasible.

Database Internals

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Author :
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

Main Memory Database Systems

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Author :
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.

Recommendations for Database Management System Standards

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Author :
Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Recommendations for Database Management System Standards by : FIPS Task Group on Database Management System Standards (U.S.)

Download or read book Recommendations for Database Management System Standards written by FIPS Task Group on Database Management System Standards (U.S.) and published by . This book was released on 1979 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Support for Software Fault Tolerance in Highly Available Database Management Systems

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Author :
Publisher :
ISBN 13 :
Total Pages : 514 pages
Book Rating : 4.:/5 (33 download)

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Book Synopsis System Support for Software Fault Tolerance in Highly Available Database Management Systems by : Mark Paul Sullivan

Download or read book System Support for Software Fault Tolerance in Highly Available Database Management Systems written by Mark Paul Sullivan and published by . This book was released on 1992 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Database Management Systems

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Author :
Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 : 9780072465358
Total Pages : 0 pages
Book Rating : 4.4/5 (653 download)

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Book Synopsis Database Management Systems by : Raghu Ramakrishnan

Download or read book Database Management Systems written by Raghu Ramakrishnan and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database Management Systems provides comprehensive and up-to-date coverage of the fundamentals of database systems. Coherent explanations and practical examples have made this one of the leading texts in the field. The third edition continues in this tradition, enhancing it with more practical material. The new edition has been reorganized to allow more flexibility in the way the course is taught. Now, instructors can easily choose whether they would like to teach a course which emphasizes database application development or a course that emphasizes database systems issues. New overview chapters at the beginning of parts make it possible to skip other chapters in the part if you don't want the detail. More applications and examples have been added throughout the book, including SQL and Oracle examples. The applied flavor is further enhanced by the two new database applications chapters.

In-Memory Data Management

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Publisher : Springer Science & Business Media
ISBN 13 : 3642295754
Total Pages : 286 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis In-Memory Data Management by : Hasso Plattner

Download or read book In-Memory Data Management written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2012-04-17 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last fifty years the world has been completely transformed through the use of IT. We have now reached a new inflection point. This book presents, for the first time, how in-memory data management is changing the way businesses are run. Today, enterprise data is split into separate databases for performance reasons. Multi-core CPUs, large main memories, cloud computing and powerful mobile devices are serving as the foundation for the transition of enterprises away from this restrictive model. This book provides the technical foundation for processing combined transactional and analytical operations in the same database. In the year since we published the first edition of this book, the performance gains enabled by the use of in-memory technology in enterprise applications has truly marked an inflection point in the market. The new content in this second edition focuses on the development of these in-memory enterprise applications, showing how they leverage the capabilities of in-memory technology. The book is intended for university students, IT-professionals and IT-managers, but also for senior management who wish to create new business processes.

In-Memory Data Management

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642193633
Total Pages : 236 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis In-Memory Data Management by : Hasso Plattner

Download or read book In-Memory Data Management written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2011-03-08 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last 50 years the world has been completely transformed through the use of IT. We have now reached a new inflection point. Here we present, for the first time, how in-memory computing is changing the way businesses are run. Today, enterprise data is split into separate databases for performance reasons. Analytical data resides in warehouses, synchronized periodically with transactional systems. This separation makes flexible, real-time reporting on current data impossible. Multi-core CPUs, large main memories, cloud computing and powerful mobile devices are serving as the foundation for the transition of enterprises away from this restrictive model. We describe techniques that allow analytical and transactional processing at the speed of thought and enable new ways of doing business. The book is intended for university students, IT-professionals and IT-managers, but also for senior management who wish to create new business processes by leveraging in-memory computing.

Database Management Systems

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Author :
Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 :
Total Pages : 776 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Database Management Systems by : Raghu Ramakrishnan

Download or read book Database Management Systems written by Raghu Ramakrishnan and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 1998 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introductory database text takes a hands-on approach to relational database systems, emphasising both conceptual and physical database design and tuning.

A Course in In-Memory Data Management

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Publisher : Springer Science & Business Media
ISBN 13 : 3642365248
Total Pages : 299 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis A Course in In-Memory Data Management by : Hasso Plattner

Download or read book A Course in In-Memory Data Management written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2013-04-22 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Programming Persistent Memory

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Author :
Publisher : Apress
ISBN 13 : 1484249321
Total Pages : 384 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Programming Persistent Memory by : Steve Scargall

Download or read book Programming Persistent Memory written by Steve Scargall and published by Apress. This book was released on 2020-01-09 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning and experienced programmers will use this comprehensive guide to persistent memory programming. You will understand how persistent memory brings together several new software/hardware requirements, and offers great promise for better performance and faster application startup times—a huge leap forward in byte-addressable capacity compared with current DRAM offerings. This revolutionary new technology gives applications significant performance and capacity improvements over existing technologies. It requires a new way of thinking and developing, which makes this highly disruptive to the IT/computing industry. The full spectrum of industry sectors that will benefit from this technology include, but are not limited to, in-memory and traditional databases, AI, analytics, HPC, virtualization, and big data. Programming Persistent Memory describes the technology and why it is exciting the industry. It covers the operating system and hardware requirements as well as how to create development environments using emulated or real persistent memory hardware. The book explains fundamental concepts; provides an introduction to persistent memory programming APIs for C, C++, JavaScript, and other languages; discusses RMDA with persistent memory; reviews security features; and presents many examples. Source code and examples that you can run on your own systems are included. What You’ll Learn Understand what persistent memory is, what it does, and the value it brings to the industry Become familiar with the operating system and hardware requirements to use persistent memory Know the fundamentals of persistent memory programming: why it is different from current programming methods, and what developers need to keep in mind when programming for persistence Look at persistent memory application development by example using the Persistent Memory Development Kit (PMDK)Design and optimize data structures for persistent memoryStudy how real-world applications are modified to leverage persistent memoryUtilize the tools available for persistent memory programming, application performance profiling, and debugging Who This Book Is For C, C++, Java, and Python developers, but will also be useful to software, cloud, and hardware architects across a broad spectrum of sectors, including cloud service providers, independent software vendors, high performance compute, artificial intelligence, data analytics, big data, etc.

Transaction Processing

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Publisher : Elsevier
ISBN 13 : 0080519555
Total Pages : 1070 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Transaction Processing by : Jim Gray

Download or read book Transaction Processing written by Jim Gray and published by Elsevier. This book was released on 1992-09-30 with total page 1070 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key to client/server computing. Transaction processing techniques are deeply ingrained in the fields of databases and operating systems and are used to monitor, control and update information in modern computer systems. This book will show you how large, distributed, heterogeneous computer systems can be made to work reliably. Using transactions as a unifying conceptual framework, the authors show how to build high-performance distributed systems and high-availability applications with finite budgets and risk. The authors provide detailed explanations of why various problems occur as well as practical, usable techniques for their solution. Throughout the book, examples and techniques are drawn from the most successful commercial and research systems. Extensive use of compilable C code fragments demonstrates the many transaction processing algorithms presented in the book. The book will be valuable to anyone interested in implementing distributed systems or client/server architectures.

Database Management Systems

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Author :
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 1114 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Database Management Systems by : Raghu Ramakrishnan

Download or read book Database Management Systems written by Raghu Ramakrishnan and published by McGraw-Hill Companies. This book was released on 2003 with total page 1114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for an introductory database course, this text emphasises conceptual and physical database design and tuning. It also covers advanced topics that may be useful for further study.