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Andreas Kipf

Learned Cardinalities: Estimating Correlated Joins with Deep Learning
2018 · Kipf, Andreas, Kipf, Thomas, et al. · arXiv (Cornell University) · 303
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Benchmarking learned indexes
2020 · Ryan Marcus, Andreas Kipf, et al. · Proceedings of the VLDB Endowment · 181
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RadixSpline
2020 · Andreas Kipf, Ryan Marcus, et al. · International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM) · 173
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How good are modern spatial analytics systems?
2018 · Varun Pandey, Andreas Kipf, et al. · Proceedings of the VLDB Endowment · 110
Flow-loss
2021 · Parimarjan Negi, Ryan Marcus, et al. · Proceedings of the VLDB Endowment · 107
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Robust Query Driven Cardinality Estimation under Changing Workloads
2023 · Parimarjan Negi, Ziniu Wu, et al. · Proceedings of the VLDB Endowment · 89
SOSD: A Benchmark for Learned Indexes
2019 · Kipf, Andreas, Marcus, Ryan, et al. · arXiv (Cornell University) · 73
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Why TPC is Not Enough: An Analysis of the Amazon Redshift Fleet
2024 · Alexander van Renen, Dominik Horn, et al. · Proceedings of the VLDB Endowment · 54
SemBench: A Benchmark for Semantic Query Processing Engines
2026 · Jiale Lao, Andreas Zimmerer, et al. · Proceedings of the VLDB Endowment · 47
TreeLine
2022 · Geoffrey X. Yu, Markos Markakis, et al. · Proceedings of the VLDB Endowment · 46
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory
2020 · Philipp Fent, Alexander van Renen, et al. · IEEE International Conference on Data Engineering (ICDE) · 44
Learned Cardinalities: Estimating Correlated Joins with Deep Learning
2018 · Andreas Kipf, Thomas Kipf, et al. · Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands · 42
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Estimating Cardinalities with Deep Sketches
2019 · Andreas Kipf, Dimitri Vorona, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 36
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The Case for Learned Spatial Indexes
2020 · Pandey, Varun, van Renen, Alexander, et al. · arXiv (Cornell University) · 33
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RadixSpline: A Single-Pass Learned Index
2020 · Kipf, Andreas, Marcus, Ryan, et al. · arXiv (Cornell University) · 33
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Towards Practical Learned Indexing
2021 · Stoian, Mihail, Kipf, Andreas, et al. · arXiv (Cornell University) · 31
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Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses
2024 · Tobias Schmidt, Andreas Kipf, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 26
High-Performance Geospatial Analytics in HyPerSpace
2016 · Varun Pandey, Andreas Kipf, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 23
SageDB
2022 · Jialin Ding, Ryan Marcus, et al. · Proceedings of the VLDB Endowment · 22
Intelligent Scaling in Amazon Redshift
2024 · Vikram Nathan, Vikramank Singh, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 21
Can Learned Models Replace Hash Functions?
2022 · Ibrahim Sabek, Kapil Vaidya, et al. · Proceedings of the VLDB Endowment · 21
Bounding the Last Mile: Efficient Learned String Indexing
2021 · Spector, Benjamin, Kipf, Andreas, et al. · arXiv (Cornell University) · 20
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A proposed integrated data collection, analysis and sharing platform for impact evaluation
2015 · Andreas Kipf, Waylon Brunette, et al. · Development Engineering · 20
Adaptive Hybrid Indexes
2022 · Christoph Anneser, Andreas Kipf, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 18
How Good Are Modern Spatial Libraries?
2020 · Varun Pandey, Alexander van Renen, et al. · Data Science and Engineering · 18
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Works count: 87
Citation count: 1,868
H-index: 21
I10-index: 39
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