Benchmarking transaction and analytical processing systems [electronic resource] : the creation of a mixed workload benchmark and its application / Anja Bog.
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 b...
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Full Text (via Springer) |
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| Main Author: | |
| Format: | Thesis Electronic eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
©2014.
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| Series: | In-memory data management research.
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| Subjects: |
MARC
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| 245 | 1 | 0 | |a Benchmarking transaction and analytical processing systems |h [electronic resource] : |b the creation of a mixed workload benchmark and its application / |c Anja Bog. |
| 260 | |a Berlin ; |a New York : |b Springer, |c ©2014. | ||
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| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | 0 | |t Introduction -- |g Part I: |t Background of Transactional and Analytical Systems in Logical Database Design and Benchmarking -- |t Enterprise Data Management for Transaction and Analytical Processing -- |t Benchmarks for Transaction and Analytical Processing Systems -- |g Part II: |t Towards a Benchmark for Mixed Workloads and Its Application in Evaluating Database Schemas -- |t Combined Transaction Processing and Reporting Benchmark -- |t Database Schema Variants for Mixed OLTP and OLAP -- |g Part III: |t Implementation, Evaluation, and Discussion -- |t The CBTR Tool Chain -- |t Evaluation of Mixing the Workload and Variation of the Database Schema -- |t Conclusion. |
| 520 | |a 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. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed July 23, 2013) | |
| 650 | 0 | |a Benchmarking (Management) |0 http://id.loc.gov/authorities/subjects/sh93000548. | |
| 650 | 0 | |a Database management. |0 http://id.loc.gov/authorities/subjects/sh85035848. | |
| 650 | 0 | |a Management information systems. |0 http://id.loc.gov/authorities/subjects/sh85080359. | |
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