Andreas Kipf
Andreas Kipf
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Learned cardinalities: Estimating correlated joins with deep learning
A Kipf, T Kipf, B Radke, V Leis, P Boncz, A Kemper
Conference on Innovative Data Systems Research (CIDR-19), 2019
1032019
How good are modern spatial analytics systems?
V Pandey, A Kipf, T Neumann, A Kemper
Proceedings of the VLDB Endowment 11 (11), 1661-1673, 2018
452018
High-performance geospatial analytics in hyperspace
V Pandey, A Kipf, D Vorona, T Mühlbauer, T Neumann, A Kemper
Proceedings of the 2016 International Conference on Management of Data, 2145 …, 2016
222016
RadixSpline: a single-pass learned index
A Kipf, R Marcus, A van Renen, M Stoian, A Kemper, T Kraska, ...
Proceedings of the Third International Workshop on Exploiting Artificial …, 2020
182020
Analytics on Fast Data: Main-Memory Database Systems versus Modern Streaming Systems.
A Kipf, V Pandey, J Böttcher, L Braun, T Neumann, A Kemper
EDBT, 49-60, 2017
172017
A proposed integrated data collection, analysis and sharing platform for impact evaluation
A Kipf, W Brunette, J Kellerstrass, M Podolsky, J Rosa, M Sundt, D Wilson, ...
Development Engineering 1, 36-44, 2016
172016
Adaptive Main-Memory Indexing for High-Performance Point-Polygon Joins.
A Kipf, H Lang, V Pandey, RA Persa, C Anneser, ET Zacharatou, ...
EDBT, 347-358, 2020
15*2020
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines
H Lang, L Passing, A Kipf, P Boncz, T Neumann, A Kemper
The VLDB Journal 29 (2), 757-774, 2020
132020
Estimating Cardinalities with Deep Sketches
A Kipf, D Vorona, J Müller, T Kipf, B Radke, V Leis, P Boncz, T Neumann, ...
Proceedings of the 2019 International Conference on Management of Data, 2019
132019
SOSD: A benchmark for learned indexes
A Kipf, R Marcus, A van Renen, M Stoian, A Kemper, T Kraska, ...
NeurIPS Workshop on Machine Learning for Systems, 2019
132019
Approximate geospatial joins with precision guarantees
A Kipf, H Lang, V Pandey, RA Persa, P Boncz, T Neumann, A Kemper
2018 IEEE 34th International Conference on Data Engineering (ICDE), 1360-1363, 2018
112018
Scalable analytics on fast data
A Kipf, V Pandey, J Böttcher, L Braun, T Neumann, A Kemper
ACM Transactions on Database Systems (TODS) 44 (1), 1-35, 2019
82019
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning
D Vorona, A Kipf, T Neumann, A Kemper
27th ACM SIGSPATIAL International Conference on Advances in Geographic …, 2019
72019
High-performance main-memory database systems and modern virtualization: Friends or foes?
T Mühlbauer, W Rödiger, A Kipf, A Kemper, T Neumann
Proceedings of the Fourth Workshop on Data analytics in the Cloud, 1-4, 2015
62015
Benchmarking learned indexes
R Marcus, A Kipf, A van Renen, M Stoian, S Misra, A Kemper, T Neumann, ...
arXiv preprint arXiv:2006.12804, 2020
52020
Estimating Filtered Group-By Queries is Hard: Deep Learning to the Rescue
A Kipf, M Freitag, D Vorona, P Boncz, T Neumann, A Kemper
1st International Workshop on Applied AI for Database Systems and Applications, 2019
52019
The Case for Learned Spatial Indexes
V Pandey, A van Renen, A Kipf, I Sabek, J Ding, A Kemper
2nd International Workshop on Applied AI for Database Systems and Applications, 2020
42020
GeoBlocks: A query-driven storage layout for geospatial data
C Winter, A Kipf, T Neumann, A Kemper
arXiv preprint arXiv:1908.07753, 2019
42019
The Case for Hybrid Succinct Data Structures.
C Anneser, A Kipf, H Lang, T Neumann, A Kemper
EDBT, 391-394, 2020
32020
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory
P Fent, A van Renen, A Kipf, V Leis, T Neumann, A Kemper
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1477-1488, 2020
22020
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