AK
Andreas Kipf
cs.DBcs.LGcs.DCcs.IRcs.ITcs.LOcs.PFmath.IT
On Valency
published · living versionsW_uh8vu2ur·v1 · currentpublished
Correctness Firewalls for Synthesized Database Components
with Mohammad Javad Amiri, Carsten Binnig, Tim Kraska, Ryan Marcus +4
1 version
Preprints & journals
34 papers in the corpus · 2018–2026High-Throughput LLM-Based Compression and What It Takes: A Systems Study of Inference Engines and Entropy Coding Optimizations2610.17586v1 · David Adams, Luisa Neubauer, Ping-Lin Kuo et al.2026 · 0 citationsProceedings of the 17th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS 2026), VLDB 2026 Workshop Proceedings, 2026, pp. 1-10
The Case for Synthesized Data Compression2610.09913v1 · Ivan Iachnyk, Mihail Stoian, Luisa Neubauer et al.2026 · 0 citationsarXiv
IDSTune: A Multi-Agent Collaborative Framework for Integrated Database System Tuning2607.22031v1 · Yiyan Li, Guanli Liu, Renata Borovica-Gajic et al.2026 · 0 citationsarXiv
Hollywood: Towards a Large Movie Dataset for Database Benchmarking2607.19666v1 · Ivan Iachnyk, Mihail Stoian, Andreas Kipf2026 · 0 citationsarXiv
OptFSST: Optimized FSST String Compression2607.11271v3 · Hedi Chehaidar, Mihail Stoian, Moritz Stargalla et al.2026 · 0 citationsarXiv
SemCEB: A Cardinality Estimation Benchmark for Semantic Operators2606.23081v1 · Andreas Zimmerer, Claudius Kuhn, Yang Li et al.2026 · 0 citationsarXiv
MLSkip: Data Skipping for ML Filters via Lightweight Metadata2606.03946v2 · Mihail Stoian, Mark Gerarts, Pascal Ginter et al.2026 · 0 citationsarXiv
The Case for Cardinality Lower Bounds2601.13117v2 · Mihail Stoian, Tiemo Bang, Hangdong Zhao et al.2026 · 0 citationsarXiv
Redbench: Workload Synthesis From Cloud Traces2511.13059v2 · Johannes Wehrstein, Roman Heinrich, Mihail Stoian et al.2025 · 0 citationsarXiv
SemBench: A Benchmark for Semantic Query Processing Engines2511.01716v2 · Jiale Lao, Andreas Zimmerer, Olga Ovcharenko et al.2025 · 7 citationsarXiv
Instance-Optimized String Fingerprints2507.10391v1 · Mihail Stoian, Johannes Thurauf, Andreas Zimmerer et al.2025 · 0 citationsarXiv
Parachute: Single-Pass Bi-Directional Information Passing2506.13670v1 · Mihail Stoian, Andreas Zimmerer, Skander Krid et al.2025 · 3 citationsarXiv
Redbench: A Benchmark Reflecting Real Workloads2506.12488v1 · Skander Krid, Mihail Stoian, Andreas Kipf2025 · 1 citationarXiv
Pruning in Snowflake: Working Smarter, Not Harder2504.11540v2 · Andreas Zimmerer, Damien Dam, Jan Kossmann et al.2025 · 7 citationsarXiv
Lightweight Correlation-Aware Table Compression2410.14066v3 · Mihail Stoian, Alexander van Renen, Jan Kobiolka et al.2024 · 0 citationsarXiv
DPconv: Super-Polynomially Faster Join Ordering2409.08013v1 · Mihail Stoian, Andreas Kipf2024 · 0 citationsarXiv
Corra: Correlation-Aware Column Compression2403.17229v2 · Hanwen Liu, Mihail Stoian, Alexander van Renen et al.2024 · 0 citationsarXiv
Enhancing In-Memory Spatial Indexing with Learned Search2309.06354v1 · Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou et al.2023 · 2 citationsarXiv
LSI: A Learned Secondary Index Structure2205.05769v1 · Andreas Kipf, Dominik Horn, Pascal Pfeil et al.2022 · 1 citationarXiv
Bounding the Last Mile: Efficient Learned String Indexing2111.14905v1 · Benjamin Spector, Andreas Kipf, Kapil Vaidya et al.2021 · 8 citationsarXiv
Towards Practical Learned Indexing2108.05117v2 · Mihail Stoian, Andreas Kipf, Ryan Marcus et al.2021 · 1 citationarXiv
When Are Learned Models Better Than Hash Functions?2107.01464v1 · Ibrahim Sabek, Kapil Vaidya, Dominik Horn et al.2021 · 3 citationsarXiv
LEA: A Learned Encoding Advisor for Column Stores2105.08830v1 · Lujing Cen, Andreas Kipf, Ryan Marcus et al.2021 · 9 citationsarXiv
Flow-Loss: Learning Cardinality Estimates That Matter2101.04964v1 · Parimarjan Negi, Ryan Marcus, Andreas Kipf et al.2021 · 10 citationsarXiv
The Case for Distance-Bounded Spatial Approximations2010.12548v2 · Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek et al.2020 · 3 citationsarXiv
The Case for Learned Spatial Indexes2008.10349v1 · Varun Pandey, Alexander van Renen, Andreas Kipf et al.2020 · 22 citationsarXiv
Benchmarking Learned Indexes2006.12804v2 · Ryan Marcus, Andreas Kipf, Alexander van Renen et al.2020 · 153 citationsarXiv
Fast Mapping onto Census Blocks2005.03156v2 · Jeremy Kepner, Andreas Kipf, Darren Engwirda et al.2020 · 8 citationsarXiv
RadixSpline: A Single-Pass Learned Index2004.14541v2 · Andreas Kipf, Ryan Marcus, Alexander van Renen et al.2020 · 29 citationsarXiv
GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons1908.07753v3 · Christian Winter, Andreas Kipf, Christoph Anneser et al.2019 · 2 citationsarXiv
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning1906.06085v1 · Dimitri Vorona, Andreas Kipf, Thomas Neumann et al.2019 · 4 citationsarXiv
Estimating Cardinalities with Deep Sketches1904.08223v1 · Andreas Kipf, Dimitri Vorona, Jonas Muller et al.2019 · 37 citationsarXiv
Learned Cardinalities: Estimating Correlated Joins with Deep Learning1809.00677v2 · Andreas Kipf, Thomas Kipf, Bernhard Radke et al.2018 · 197 citationsarXiv
Adaptive Geospatial Joins for Modern Hardware1802.09488v1 · Andreas Kipf, Harald Lang, Varun Pandey et al.2018 · 6 citationsarXiv
Career total: 107 works. 34 are in this corpus.
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