Building a Columnar Database on RAMCloud

Database Design for the Low-Latency Enabled Data Center

Nonfiction, Computers, Database Management, Application Software, Business Software, Business & Finance
Cover of the book Building a Columnar Database on RAMCloud by Christian Tinnefeld, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Christian Tinnefeld ISBN: 9783319207117
Publisher: Springer International Publishing Publication: July 7, 2015
Imprint: Springer Language: English
Author: Christian Tinnefeld
ISBN: 9783319207117
Publisher: Springer International Publishing
Publication: July 7, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Modeling, Simulation, and Optimization by Christian Tinnefeld
Cover of the book Sustainable Interdependent Networks II by Christian Tinnefeld
Cover of the book Qualitative Methodologies in Organization Studies by Christian Tinnefeld
Cover of the book Metaheuristics for Business Analytics by Christian Tinnefeld
Cover of the book Advances in Artificial Intelligence: From Theory to Practice by Christian Tinnefeld
Cover of the book Geospatial Analysis to Support Urban Planning in Beijing by Christian Tinnefeld
Cover of the book Environmental Determinants of Human Health by Christian Tinnefeld
Cover of the book Séminaire de Probabilités XLV by Christian Tinnefeld
Cover of the book Pancreatology by Christian Tinnefeld
Cover of the book Recent Advances in Computational Optimization by Christian Tinnefeld
Cover of the book Quantifying Aesthetics of Visual Design Applied to Automatic Design by Christian Tinnefeld
Cover of the book Computer Vision – ACCV 2016 Workshops by Christian Tinnefeld
Cover of the book Refugees and Migrants in Law and Policy by Christian Tinnefeld
Cover of the book Biology in Stem Cell Niche by Christian Tinnefeld
Cover of the book Security and Trust Management by Christian Tinnefeld
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy