Christian Tinnefeld Building a Columnar Database on RAMCloud 9783319373898

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Автор: Christian Tinnefeld
Название: Building a Columnar Database on RAMCloud
ISBN: 9783319373898
Издательство: Springer
Классификация:

Математические методы анализа и информационные системы финансово-хозяйственной деятельности

Накопители и периферийные устройства

Базы данных

Извлечение знаний из данных

ISBN-10: 3319373897
Обложка/Формат: Paperback
Страницы: 130
Вес: 0.22 кг.
Дата издания: 17.10.2016
Серия: In-Memory Data Management Research
Язык: English
Размер: 234 x 156 x 8
Основная тема: Business and Management
Подзаголовок: Database Design for the Low-Latency Enabled Data Center
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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) Todays 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 Stanfords 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.

Building a Columnar Database on RAMCloud, Christian Tinnefeld