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Business & Management - Business Information Systems | Benchmarking Transaction and Analytical Processing Systems - The Creation of a Mixed Workload

Benchmarking Transaction and Analytical Processing Systems

The Creation of a Mixed Workload Benchmark and its Application

Bog, Anja

2014, XIII, 164 p. 34 illus.

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  • ​This book introduces the first realistic benchmark that can be used by companies to evaluate hybrid OLTP and OLAP systems
  • A detailed description of database models helps the reader to understand the challenge of reuniting OLTP and OLAP
  • The reader is introduced into the scientific world of benchmarking hybrid OLTP and OLAP database systems

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.

Content Level » Research

Keywords » Analytical Business Processing - Benchmarking - Database Systems - OLAP - OLTP - Transactional Business Processing

Related subjects » Business Information Systems - Communication Networks - Database Management & Information Retrieval - Information Systems and Applications - Theoretical Computer Science

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