White-Box OLAP Performance Modeling for the Cloud
Summary: White-box OLAP performance model predicting query runtime across heterogeneous cloud instance types by combining workload characteristics, hardware resource profiles, and monetary cost. Enables automatic selection of cost-optimal instance configurations and guides cloud-native OLAP system design. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Maximilian Kuschewski (Ludwig Maximilian University of Munich; Technical University of Munich; University of Augsburg)
- 2. Viktor Leis (Friedrich Schiller University of Jena)
BibTeX Citation
@inproceedings{kuschewski_cidr21,
address = {Amsterdam, Netherlands},
series = {{CIDR} '21},
title = {{White-Box OLAP Performance Modeling for the Cloud}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Kuschewski, Maximilian and Leis, Viktor},
year = {2021}
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