Andreas Kipf

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 59

Top Topics

Index Structure

Cardinality Estimation

Top Venues

Proc. VLDB Endow.

Publications

Hanwen Liu, Mihail Stoian, Alexander van Renen, Andreas Kipf
Corra: Correlation-Aware Column Compression. CoRR (2024)
Vikram Nathan, Vikramank Y. Singh, Zhengchun Liu, Mohammad Rahman, Andreas Kipf, Dominik Horn, Davide Pagano, Gaurav Saxena, Balakrishnan Narayanaswamy, Tim Kraska
Intelligent Scaling in Amazon Redshift. SIGMOD Conference Companion (2024)
Tobias Schmidt, Andreas Kipf, Dominik Horn, Gaurav Saxena, Tim Kraska
Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses. SIGMOD Conference Companion (2024)
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion (2023)
Manisha Luthra, Andreas Kipf, Matthias Böhm
A Tutorial Workshop on ML for Systems and Systems for ML. BTW (2023)
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
Enhancing In-Memory Spatial Indexing with Learned Search. CoRR (2023)
Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh
Robust Query Driven Cardinality Estimation under Changing Workloads. Proc. VLDB Endow. 16 (6) (2023)
Xi Lyu, Andreas Kipf, Pascal Pfeil, Dominik Horn, Jana Giceva, Tim Kraska
CorBit: Leveraging Correlations for Compressing Bitmap Indexes. VLDB Workshops (2023)
Andreas Kipf
Technical Perspective: Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems. SIGMOD Rec. 52 (1) (2023)
Ibrahim Sabek, Kapil Vaidya, Dominik Horn, Andreas Kipf, Michael Mitzenmacher, Tim Kraska
Can Learned Models Replace Hash Functions? Proc. VLDB Endow. 16 (3) (2022)
Christoph Anneser, Andreas Kipf, Huanchen Zhang, Thomas Neumann, Alfons Kemper
Adaptive Hybrid Indexes. SIGMOD Conference (2022)
Geoffrey X. Yu, Markos Markakis, Andreas Kipf, Per-Åke Larson, Umar Farooq Minhas, Tim Kraska
TreeLine: An Update-In-Place Key-Value Store for Modern Storage. Proc. VLDB Endow. 16 (1) (2022)
Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska
LSI: a learned secondary index structure. aiDM@SIGMOD (2022)
Jialin Ding, Ryan C. Marcus, Andreas Kipf, Vikram Nathan, Aniruddha Nrusimha, Kapil Vaidya, Alexander van Renen, Tim Kraska
SageDB: An Instance-Optimized Data Analytics System. Proc. VLDB Endow. 15 (13) (2022)
Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska
LSI: A Learned Secondary Index Structure. CoRR (2022)
Mihail Stoian, Andreas Kipf, Ryan Marcus, Tim Kraska
PLEX: Towards Practical Learned Indexing. CoRR (2021)
Christian Winter, Andreas Kipf, Christoph Anneser, Eleni Tzirita Zacharatou, Thomas Neumann, Alfons Kemper
GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons. EDBT (2021)
Lujing Cen, Andreas Kipf, Ryan Marcus, Tim Kraska
LEA: A Learned Encoding Advisor for Column Stores. aiDM@SIGMOD (2021)
Parimarjan Negi, Ryan C. Marcus, Andreas Kipf, Hongzi Mao, Nesime Tatbul, Tim Kraska, Mohammad Alizadeh
Flow-Loss: Learning Cardinality Estimates That Matter. Proc. VLDB Endow. 14 (11) (2021)
Lujing Cen, Andreas Kipf, Ryan Marcus, Tim Kraska
LEA: A Learned Encoding Advisor for Column Stores. CoRR (2021)
Laurent Bindschaedler, Andreas Kipf, Tim Kraska, Ryan Marcus, Umar Farooq Minhas
Towards a Benchmark for Learned Systems. ICDE Workshops (2021)
Benjamin Spector, Andreas Kipf, Kapil Vaidya, Chi Wang, Umar Farooq Minhas, Tim Kraska
Bounding the Last Mile: Efficient Learned String Indexing. CoRR (2021)
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
The Case for Distance-Bounded Spatial Approximations. CIDR (2021)
Varun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper
How Good Are Modern Spatial Libraries? Data Sci. Eng. 6 (2) (2021)
Ibrahim Sabek, Kapil Vaidya, Dominik Horn, Andreas Kipf, Tim Kraska
When Are Learned Models Better Than Hash Functions? CoRR (2021)
Parimarjan Negi, Ryan Marcus, Andreas Kipf, Hongzi Mao, Nesime Tatbul, Tim Kraska, Mohammad Alizadeh
Flow-Loss: Learning Cardinality Estimates That Matter. CoRR (2021)
Philipp Fent, Michael Jungmair, Andreas Kipf, Thomas Neumann
START - Self-Tuning Adaptive Radix Tree. ICDE Workshops (2020)
Varun Pandey, Alexander van Renen, Andreas Kipf, Jialin Ding, Ibrahim Sabek, Alfons Kemper
The Case for Learned Spatial Indexes. AIDB@VLDB (2020)
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Christoph Anneser, Eleni Tzirita Zacharatou, Harish Doraiswamy, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Adaptive Main-Memory Indexing for High-Performance Point-Polygon Joins. EDBT (2020)
Andreas Kipf, Damian Chromejko, Alexander Hall, Peter A. Boncz, David G. Andersen
Cuckoo Index: A Lightweight Secondary Index Structure. Proc. VLDB Endow. 13 (13) (2020)
Philipp Fent, Alexander van Renen, Andreas Kipf, Viktor Leis, Thomas Neumann, Alfons Kemper
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory. ICDE (2020)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
RadixSpline: a single-pass learned index. aiDM@SIGMOD (2020)
Christoph Anneser, Andreas Kipf, Harald Lang, Thomas Neumann, Alfons Kemper
The Case for Hybrid Succinct Data Structures. EDBT (2020)
Jeremy Kepner, Darren Engwirda, Vijay Gadepally, Chris Hill, Tim Kraska, Michael Jones, Andreas Kipf, Lauren Milechin, Navin Vembar
Fast Mapping onto Census Blocks. CoRR (2020)
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
Benchmarking Learned Indexes. CoRR (2020)
Jeremy Kepner, Andreas Kipf, Darren Engwirda, Navin Vembar, Michael Jones, Lauren Milechin, Vijay Gadepally, Chris Hill, Tim Kraska, William Arcand, David Bestor, William Bergeron, Chansup Byun, Matthew Hubbell, Michael Houle, Andrew C. Kirby, Anna Klein, Julie Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Sid Samsi, Charles Yee, Peter Michaleas
Fast Mapping onto Census Blocks. HPEC (2020)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
RadixSpline: A Single-Pass Learned Index. CoRR (2020)
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
The Case for Distance-Bounded Spatial Approximations. CoRR (2020)
Varun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper
An Evaluation of Modern Spatial Libraries. DASFAA (2) (2020)
Harald Lang, Linnea Passing, Andreas Kipf, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines. VLDB J. 29 (2-3) (2020)
Varun Pandey, Alexander van Renen, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Alfons Kemper
The Case for Learned Spatial Indexes. CoRR (2020)
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
Benchmarking Learned Indexes. Proc. VLDB Endow. 14 (1) (2020)
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning. CoRR (2019)
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning. SIGSPATIAL/GIS (2019)
Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann, Alfons Kemper
Scalable Analytics on Fast Data. ACM Trans. Database Syst. 44 (1) (2019)
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Estimating Cardinalities with Deep Sketches. CoRR (2019)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
SOSD: A Benchmark for Learned Indexes. CoRR (2019)
Christian Winter, Andreas Kipf, Thomas Neumann, Alfons Kemper
GeoBlocks: A Query-Driven Storage Layout for Geospatial Data. CoRR (2019)
Andreas Kipf, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Alfons Kemper
Learned Cardinalities: Estimating Correlated Joins with Deep Learning. CIDR (2019)
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Estimating Cardinalities with Deep Sketches. SIGMOD Conference (2019)
Varun Pandey, Andreas Kipf, Thomas Neumann, Alfons Kemper
How Good Are Modern Spatial Analytics Systems? Proc. VLDB Endow. 11 (11) (2018)
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Adaptive Geospatial Joins for Modern Hardware. CoRR (2018)
Andreas Kipf, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Alfons Kemper
Learned Cardinalities: Estimating Correlated Joins with Deep Learning. CoRR (2018)
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Approximate Geospatial Joins with Precision Guarantees. ICDE (2018)
Harald Lang, Andreas Kipf, Linnea Passing, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines. DaMoN (2018)
Sasan Amini, Kristian Beckers, Markus Böhm, Fritz Busch, Nihan Celikkaya, Vittorio Cozzolino, Anne Faber, Michael Haus, Dominik Huth, Alfons Kemper, Andreas Kipf, Helmut Krcmar, Florian Matthes, Jörg Ott, Christian Prehofer, Alexander Pretschner, Ömer Uludag, Wolfgang Wörndl
Informatikforschung für digitale Mobilitätsplattformen - Am Beispiel des TUM Living Lab Connected Mobility. Inform. Spektrum 40 (2) (2017)
Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann, Alfons Kemper
Analytics on Fast Data: Main-Memory Database Systems versus Modern Streaming Systems. EDBT (2017)
Varun Pandey, Andreas Kipf, Dimitri Vorona, Tobias Mühlbauer, Thomas Neumann, Alfons Kemper
High-Performance Geospatial Analytics in HyPerSpace. SIGMOD Conference (2016)
Tobias Mühlbauer, Wolf Rödiger, Andreas Kipf, Alfons Kemper, Thomas Neumann
High-Performance Main-Memory Database Systems and Modern Virtualization: Friends or Foes? DanaC@SIGMOD (2015)