Follow
Andreas Kipf
Andreas Kipf
Professor, University of Technology Nuremberg
Verified email at utn.de - Homepage
Title
Cited by
Year
Intelligent Scaling in Amazon Redshift
V Nathan, V Singh, Z Liu, M Rahman, A Kipf, D Horn, D Pagano, ...
Companion of the 2024 International Conference on Management of Data, 269-279, 2024
2024
Corra: Correlation-Aware Column Compression
H Liu, M Stoian, A van Renen, A Kipf
arXiv preprint arXiv:2403.17229, 2024
2024
Why TPC is not enough: An analysis of the Amazon Redshift fleet
A van Renen, D Horn, P Pfeil, KE Vaidya, W Dong, M Narayanaswamy, ...
2024
Predicate caching: Query-driven secondary indexing for cloud data warehouses
T Schmidt, A Kipf, D Horn, G Saxena, T Kraska
12024
Enhancing In-Memory Spatial Indexing with Learned Search
V Pandey, A Van Renen, ET Zacharatou, A Kipf, I Sabek, J Ding, V Markl, ...
arXiv preprint arXiv:2309.06354, 2023
42023
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM)
R Bordawekar, O Shmueli, Y Amsterdamer, D Firmani, A Kipf
Companion of the 2023 International Conference on Management of Data, 303-304, 2023
2023
Technical Perspective: Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems
A Kipf
ACM SIGMOD Record 52 (1), 2023
2023
Robust query driven cardinality estimation under changing workloads
P Negi, Z Wu, A Kipf, N Tatbul, R Marcus, S Madden, T Kraska, ...
Proceedings of the VLDB Endowment 16 (6), 1520-1533, 2023
332023
CorBit: Leveraging Correlations for Compressing Bitmap Indexes.
X Lyu, A Kipf, P Pfeil, D Horn, J Giceva, T Kraska
VLDB Workshops, 2023
12023
A Tutorial Workshop on ML for Systems and Systems for ML
M Luthra, A Kipf, M Böhm
Gesellschaft für Informatik eV, 2023
2023
Can Learned Models Replace Hash Functions?
I Sabek, K Vaidya, D Horn, A Kipf, M Mitzenmacher, T Kraska
Proceedings of the VLDB Endowment 16 (3), 2022
132022
Sagedb: An instance-optimized data analytics system
J Ding, R Marcus, A Kipf, V Nathan, A Nrusimha, K Vaidya, A van Renen, ...
Proceedings of the VLDB Endowment 15 (13), 2022
112022
TreeLine: an update-in-place key-value store for modern storage
GX Yu, M Markakis, A Kipf, PÅ Larson, UF Minhas, T Kraska
Proceedings of the VLDB Endowment 16 (1), 2022
182022
LSI: a learned secondary index structure
A Kipf, D Horn, P Pfeil, R Marcus, T Kraska
Proceedings of the Fifth International Workshop on Exploiting Artificial …, 2022
62022
Adaptive hybrid indexes
C Anneser, A Kipf, H Zhang, T Neumann, A Kemper
Proceedings of the 2022 International Conference on Management of Data, 1626 …, 2022
112022
Bounding the last mile: Efficient learned string indexing
B Spector, A Kipf, K Vaidya, C Wang, UF Minhas, T Kraska
arXiv preprint arXiv:2111.14905, 2021
182021
Towards practical learned indexing
M Stoian, A Kipf, R Marcus, T Kraska
arXiv preprint arXiv:2108.05117, 2021
62021
When Are Learned Models Better Than Hash Functions?
I Sabek, K Vaidya, D Horn, A Kipf, T Kraska
arXiv preprint arXiv:2107.01464, 2021
112021
Lea: A learned encoding advisor for column stores
L Cen, A Kipf, R Marcus, T Kraska
Proceedings of the Fourth International Workshop on Exploiting Artificial …, 2021
142021
How good are modern spatial libraries?
V Pandey, A van Renen, A Kipf, A Kemper
Data Science and Engineering 6 (2), 192-208, 2021
182021
The system can't perform the operation now. Try again later.
Articles 1–20