Andreas Kipf
Andreas Kipf
Verified email at in.tum.de - Homepage
TitleCited byYear
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), 2018
522018
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
152018
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
142017
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
132016
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
102016
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
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, 1-18, 2019
52019
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
32018
Adaptive geospatial joins for modern hardware
A Kipf, H Lang, V Pandey, RA Persa, P Boncz, T Neumann, A Kemper
arXiv preprint arXiv:1802.09488, 2018
32018
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
22019
Informatikforschung für digitale Mobilitätsplattformen
S Amini, K Beckers, M Böhm, F Busch, N Celikkaya, V Cozzolino, A Faber, ...
Informatik-Spektrum 40 (2), 180-191, 2017
22017
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
12019
SOSD: A Benchmark for Learned Indexes
A Kipf, R Marcus, A van Renen, M Stoian, A Kemper, T Kraska, ...
arXiv preprint arXiv:1911.13014, 2019
2019
GeoBlocks: A Query-Driven Storage Layout for Geospatial Data
C Winter, A Kipf, T Neumann, A Kemper
arXiv preprint arXiv:1908.07753, 2019
2019
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
2019
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
2019
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