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Titlebook: Benchmarking Transaction and Analytical Processing Systems; The Creation of a Mi Anja Bog Book 2014 Springer-Verlag Berlin Heidelberg 2014

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发表于 2025-3-21 19:35:05 | 显示全部楼层 |阅读模式
期刊全称Benchmarking Transaction and Analytical Processing Systems
期刊简称The Creation of a Mi
影响因子2023Anja Bog
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发行地址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 c
学科分类In-Memory Data Management Research
图书封面Titlebook: Benchmarking Transaction and Analytical Processing Systems; The Creation of a Mi Anja Bog Book 2014 Springer-Verlag Berlin Heidelberg 2014
影响因子.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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978-3-642-42994-1Springer-Verlag Berlin Heidelberg 2014
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Introduction,mple routine tasks like payroll amount calculation. More business areas such as financial accounting, order entry, and billing soon followed. At that time, many of these tasks were semi-automatic with users entering information interactively and the system completing the task at a later point in time.
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The CBTR Tool Chain first comprises database specific scripts to create the database schema (tables and indexes) and to load the benchmark base data into the database system that is going to be tested. The second part covers the simulation of a specific workload configuration – a benchmark run.
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Evaluation of Mixing the Workload and Variation of the Database Schemaof existing systems. While the last provides the most precise results, it is the most difficult and time-consuming of the three techniques in addition to a limitation of the validity of the derived statements to only the measured system.
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Conclusionytical processing systems and the development of new database systems, benchmarking has to evolve as well. On the one hand, existing benchmarks have so far focused on either transaction or analytical processing because of the separation of the two domains.
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