Implementing the TPC-H benchmark in a dataflow platform
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Author / Producer
Date
2020-07
Publication Type
Bachelor Thesis
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yes
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Abstract
An increasing number of hardware platforms and processing tools arose during the last years to handle the ever increasing amount of data. However, the vast majority of data systems only achieve their best performance for specific hardware platforms. Here, the “Collection Virtual Machine" comes into play. It works across frontend languages and hardware platforms. In this thesis, we implement the TPC-H benchmark in CVM to analyse its performance and compare it to other database systems. During this process, we determine CVM’s limitations which hinder the benchmark implementation and try to overcome these limitations by extending CVM.
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published
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Examiner: Müller, Ingo
Examiner : Koutsoukos, Dimitrios
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Publisher
ETH Zurich
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Software
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03506 - Alonso, Gustavo / Alonso, Gustavo