Benchmarking Transaction and Analytical Processing Systems

The Creation of a Mixed Workload Benchmark and its Application

Business & Finance, Industries & Professions, Information Management, Nonfiction, Computers, Database Management
Cover of the book Benchmarking Transaction and Analytical Processing Systems by Anja Bog, Springer Berlin Heidelberg
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Author: Anja Bog ISBN: 9783642380709
Publisher: Springer Berlin Heidelberg Publication: July 11, 2013
Imprint: Springer Language: English
Author: Anja Bog
ISBN: 9783642380709
Publisher: Springer Berlin Heidelberg
Publication: July 11, 2013
Imprint: Springer
Language: English

Systems for Online Transaction Processing (OLTP) and Online Analytical Processing (OLAP) are currently separate. The potential of the latest technologies and changes in operational and analytical applications over the last decade have given rise to the unification of these systems, which can be of benefit for both workloads. Research and industry have reacted and prototypes of hybrid database systems are now appearing.

Benchmarks are the standard method for evaluating, comparing and supporting the development of new database systems. Because of the separation of OLTP and OLAP systems, existing benchmarks are only focused on one or the other. With the rise of hybrid database systems, benchmarks to assess these systems will be needed as well.

Based on the examination of existing benchmarks, a new benchmark for hybrid database systems is introduced in this book. It is furthermore used to determine the effect of adding OLAP to an OLTP workload and is applied to analyze the impact of typically used optimizations in the historically separate OLTP and OLAP domains in mixed-workload scenarios.

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

Systems for Online Transaction Processing (OLTP) and Online Analytical Processing (OLAP) are currently separate. The potential of the latest technologies and changes in operational and analytical applications over the last decade have given rise to the unification of these systems, which can be of benefit for both workloads. Research and industry have reacted and prototypes of hybrid database systems are now appearing.

Benchmarks are the standard method for evaluating, comparing and supporting the development of new database systems. Because of the separation of OLTP and OLAP systems, existing benchmarks are only focused on one or the other. With the rise of hybrid database systems, benchmarks to assess these systems will be needed as well.

Based on the examination of existing benchmarks, a new benchmark for hybrid database systems is introduced in this book. It is furthermore used to determine the effect of adding OLAP to an OLTP workload and is applied to analyze the impact of typically used optimizations in the historically separate OLTP and OLAP domains in mixed-workload scenarios.

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