Andreas Kipf

84 papers A* 2A 3B 5C 1Misc 2Journal 47Unranked 21
YearRankTypeTitle / Venue / Authors
2026 A conf
Waiting to Decompress: The Economics of LLM-Based Compression.
CIDR
Andreas Kipf, Tobias Schmidt, Ping-Lin Kuo, Skander Krid, Moritz Rengert, Luca Heller, Andreas Zimmerer, Mihail Stoian, Varun Pandey, Alexander van Renen
2026 J jnl
xBound: Join Size Lower Bounds.
CoRR
Mihail Stoian, Tiemo Bang, Hangdong Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian, Andreas Kipf
2025 Misc conf
Enhancing In-Memory Spatial Indexing with Learned Search.
BTW
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
2025 J jnl
Erratum to: Opinion Pieces of the BTW 2025 Workshop On Advances in Cloud Data Management.
Datenbank-Spektrum
Thomas Bodner, Alexander Böhm, Maximilian Böther, Ana Klimovic, Dominik Durner, Martin Grund, Andreas Kipf, Ismail Oukid, Berni Schiefer, Panos Parchas, Hinnerk Gildhoff, Philipp Unterbrunner, Tomas Karnagel, Jana Giceva, Tobias Ziegler, Martin Hentschel
2025 J jnl
Instance-Optimized String Fingerprints.
CoRR
Mihail Stoian, Johannes Thürauf, Andreas Zimmerer, Alexander van Renen, Andreas Kipf
2025 J jnl
Opinion Pieces of the BTW 2025 Workshop On Advances in Cloud Data Management.
Datenbank-Spektrum
Thomas Bodner, Alexander Böhm, Maximilian Böther, Ana Klimovic, Dominik Durner, Martin Grund, Andreas Kipf, Ismail Oukid, Berni Schiefer, Panos Parchas, Hinnerk Gildhoff, Philipp Unterbrunner, Tomas Karnagel, Jana Giceva, Tobias Ziegler, Martin Hentschel
2025 J jnl
Parachute: Single-Pass Bi-Directional Information Passing.
CoRR
Mihail Stoian, Andreas Zimmerer, Skander Krid, Amadou Latyr Ngom, Jialin Ding, Tim Kraska, Andreas Kipf
2025 J jnl
Parachute: Single-Pass Bi-Directional Information Passing.
Proc. VLDB Endow.
Mihail Stoian, Andreas Zimmerer, Skander Krid, Amadou Ngom, Jialin Ding, Tim Kraska, Andreas Kipf
2025 — conf
Pruning in Snowflake: Working Smarter, Not Harder.
SIGMOD Conference Companion
Andreas Zimmerer, Damien Dam, Jan Kossmann, Juliane Waack, Ismail Oukid, Andreas Kipf
2025 J jnl
Pruning in Snowflake: Working Smarter, Not Harder.
CoRR
Andreas Zimmerer, Damien Dam, Jan Kossmann, Juliane Waack, Ismail Oukid, Andreas Kipf
2025 J jnl
Redbench: A Benchmark Reflecting Real Workloads.
CoRR
Skander Krid, Mihail Stoian, Andreas Kipf
2025 J jnl
Redbench: Workload Synthesis From Cloud Traces.
CoRR
Johannes Wehrstein, Roman Heinrich, Mihail Stoian, Skander Krid, Martin Stemmer, Andreas Kipf, Carsten Binnig, Muhammad El-Hindi
2025 J jnl
SemBench: A Benchmark for Semantic Query Processing Engines.
CoRR
Jiale Lao, Andreas Zimmerer, Olga Ovcharenko, Tianji Cong, Matthew Russo, Gerardo Vitagliano, Michael Cochez, Fatma Özcan, Gautam Gupta, Thibaud Hottelier, H. V. Jagadish, Kris Kissel, Sebastian Schelter, Andreas Kipf, Immanuel Trummer
2025 B conf
Virtual: Compressing Data Lake Files.
EDBT
Mihail Stoian, Alexander van Renen, Jan Kobiolka, Ping-Lin Kuo, Andreas Zimmerer, Josif Grabocka, Andreas Kipf
2025 — conf
Workshop on ML4Sys and Sys4ML.
BTW Workshops
Manisha Luthra, Andreas Kipf, Matthias Böhm
2024 — conf
Corra: Correlation-Aware Column Compression.
VLDB Workshops
Hanwen Liu, Mihail Stoian, Alexander van Renen, Andreas Kipf
2024 J jnl
Corra: Correlation-Aware Column Compression.
CoRR
Hanwen Liu, Mihail Stoian, Alexander van Renen, Andreas Kipf
2024 J jnl
DPconv: Super-Polynomially Faster Join Ordering.
CoRR
Mihail Stoian, Andreas Kipf
2024 J jnl
DPconv: Super-Polynomially Faster Join Ordering.
Proc. ACM Manag. Data
Mihail Stoian, Andreas Kipf
2024 J jnl
DataLoom: Simplifying Data Loading with LLMs.
Proc. VLDB Endow.
Alexander van Renen, Mihail Stoian, Andreas Kipf
2024 — conf
Forecasting Algorithms for Intelligent Resource Scaling: An Experimental Analysis.
SoCC
Yanlei Diao, Dominik Horn, Andreas Kipf, Oleksandr Shchur, Ines Benito, Wenjian Dong, Davide Pagano, Pascal Pfeil, Vikram Nathan, Balakrishnan Narayanaswamy, Tim Kraska
2024 — conf
Intelligent Scaling in Amazon Redshift.
SIGMOD Conference Companion
Vikram Nathan, Vikramank Y. Singh, Zhengchun Liu, Mohammad Rahman, Andreas Kipf, Dominik Horn, Davide Pagano, Gaurav Saxena, Balakrishnan Narayanaswamy, Tim Kraska
2024 J jnl
Lightweight Correlation-Aware Table Compression.
CoRR
Mihail Stoian, Alexander van Renen, Jan Kobiolka, Ping-Lin Kuo, Josif Grabocka, Andreas Kipf
2024 — conf
Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses.
SIGMOD Conference Companion
Tobias Schmidt, Andreas Kipf, Dominik Horn, Gaurav Saxena, Tim Kraska
2024 J jnl
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet.
Proc. VLDB Endow.
Alexander van Renen, Dominik Horn, Pascal Pfeil, Kapil Vaidya, Wenjian Dong, Murali Narayanaswamy, Zhengchun Liu, Gaurav Saxena, Andreas Kipf, Tim Kraska
2023 Misc conf
A Tutorial Workshop on ML for Systems and Systems for ML.
BTW
Manisha Luthra, Andreas Kipf, Matthias Böhm
2023 — conf
CorBit: Leveraging Correlations for Compressing Bitmap Indexes.
VLDB Workshops
Xi Lyu, Andreas Kipf, Pascal Pfeil, Dominik Horn, Jana Giceva, Tim Kraska
2023 J jnl
Enhancing In-Memory Spatial Indexing with Learned Search.
CoRR
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
2023 — ed.
Proceedings of the Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle, WA, USA, 18 June 2023
aiDM@SIGMOD
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf
2023 J jnl
Robust Query Driven Cardinality Estimation under Changing Workloads.
Proc. VLDB Endow.
Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh
2023 — conf
Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM).
SIGMOD Conference Companion
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Donatella Firmani, Andreas Kipf
2023 J jnl
Technical Perspective: Revisiting Runtime Dynamic Optimization for Join Queries in Big Data Management Systems.
SIGMOD Rec.
Andreas Kipf
2022 — conf
Adaptive Hybrid Indexes.
SIGMOD Conference
Christoph Anneser, Andreas Kipf, Huanchen Zhang, Thomas Neumann, Alfons Kemper
2022 J jnl
Can Learned Models Replace Hash Functions?
Proc. VLDB Endow.
Ibrahim Sabek, Kapil Vaidya, Dominik Horn, Andreas Kipf, Michael Mitzenmacher, Tim Kraska
2022 J jnl
LSI: A Learned Secondary Index Structure.
CoRR
Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska
2022 — conf
LSI: a learned secondary index structure.
aiDM@SIGMOD
Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska
2022 J jnl
SageDB: An Instance-Optimized Data Analytics System.
Proc. VLDB Endow.
Jialin Ding, Ryan Marcus, Andreas Kipf, Vikram Nathan, Aniruddha Nrusimha, Kapil Vaidya, Alexander van Renen, Tim Kraska
2022 J jnl
TreeLine: An Update-In-Place Key-Value Store for Modern Storage.
Proc. VLDB Endow.
Geoffrey X. Yu, Markos Markakis, Andreas Kipf, Per-Åke Larson, Umar Farooq Minhas, Tim Kraska
2021 J jnl
Bounding the Last Mile: Efficient Learned String Indexing.
CoRR
Benjamin Spector, Andreas Kipf, Kapil Vaidya, Chi Wang, Umar Farooq Minhas, Tim Kraska
2021 J jnl
Flow-Loss: Learning Cardinality Estimates That Matter.
CoRR
Parimarjan Negi, Ryan Marcus, Andreas Kipf, Hongzi Mao, Nesime Tatbul, Tim Kraska, Mohammad Alizadeh
2021 J jnl
Flow-Loss: Learning Cardinality Estimates That Matter.
Proc. VLDB Endow.
Parimarjan Negi, Ryan Marcus, Andreas Kipf, Hongzi Mao, Nesime Tatbul, Tim Kraska, Mohammad Alizadeh
2021 B conf
GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons.
EDBT
Christian Winter, Andreas Kipf, Christoph Anneser, Eleni Tzirita Zacharatou, Thomas Neumann, Alfons Kemper
2021 J jnl
How Good Are Modern Spatial Libraries?
Data Sci. Eng.
Varun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper
2021 — conf
LEA: A Learned Encoding Advisor for Column Stores.
aiDM@SIGMOD
Lujing Cen, Andreas Kipf, Ryan Marcus, Tim Kraska
2021 J jnl
LEA: A Learned Encoding Advisor for Column Stores.
CoRR
Lujing Cen, Andreas Kipf, Ryan Marcus, Tim Kraska
2021 J jnl
PLEX: Towards Practical Learned Indexing.
CoRR
Mihail Stoian, Andreas Kipf, Ryan Marcus, Tim Kraska
2021 A conf
The Case for Distance-Bounded Spatial Approximations.
CIDR
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
2021 — conf
Towards a Benchmark for Learned Systems.
ICDE Workshops
Laurent Bindschaedler, Andreas Kipf, Tim Kraska, Ryan Marcus, Umar Farooq Minhas
2021 J jnl
When Are Learned Models Better Than Hash Functions?
CoRR
Ibrahim Sabek, Kapil Vaidya, Dominik Horn, Andreas Kipf, Tim Kraska
2020 B conf
Adaptive Main-Memory Indexing for High-Performance Point-Polygon Joins.
EDBT
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Christoph Anneser, Eleni Tzirita Zacharatou, Harish Doraiswamy, Peter Boncz, Thomas Neumann, Alfons Kemper
2020 — —
Advancing Analytical Database Systems.
Andreas Kipf
2020 — conf
An Evaluation of Modern Spatial Libraries.
DASFAA (2)
Varun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper
2020 J jnl
Benchmarking Learned Indexes.
CoRR
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
2020 J jnl
Benchmarking Learned Indexes.
Proc. VLDB Endow.
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
2020 J jnl
Cuckoo Index: A Lightweight Secondary Index Structure.
Proc. VLDB Endow.
Andreas Kipf, Damian Chromejko, Alexander Hall, Peter Boncz, David G. Andersen
2020 — conf
Fast Mapping onto Census Blocks.
HPEC
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
2020 J jnl
Fast Mapping onto Census Blocks.
CoRR
Jeremy Kepner, Darren Engwirda, Vijay Gadepally, Chris Hill, Tim Kraska, Michael Jones, Andreas Kipf, Lauren Milechin, Navin Vembar
2020 A* conf
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory.
ICDE
Philipp Fent, Alexander van Renen, Andreas Kipf, Viktor Leis, Thomas Neumann, Alfons Kemper
2020 J jnl
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines.
VLDB J.
Harald Lang, Linnea Passing, Andreas Kipf, Peter Boncz, Thomas Neumann, Alfons Kemper
2020 J jnl
RadixSpline: A Single-Pass Learned Index.
CoRR
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
2020 — conf
RadixSpline: a single-pass learned index.
aiDM@SIGMOD
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
2020 — conf
START - Self-Tuning Adaptive Radix Tree.
ICDE Workshops
Philipp Fent, Michael Jungmair, Andreas Kipf, Thomas Neumann
2020 J jnl
The Case for Distance-Bounded Spatial Approximations.
CoRR
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
2020 B conf
The Case for Hybrid Succinct Data Structures.
EDBT
Christoph Anneser, Andreas Kipf, Harald Lang, Thomas Neumann, Alfons Kemper
2020 — conf
The Case for Learned Spatial Indexes.
AIDB@VLDB
Varun Pandey, Alexander van Renen, Andreas Kipf, Jialin Ding, Ibrahim Sabek, Alfons Kemper
2020 J jnl
The Case for Learned Spatial Indexes.
CoRR
Varun Pandey, Alexander van Renen, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Alfons Kemper
2019 — conf
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning.
SIGSPATIAL/GIS
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
2019 J jnl
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning.
CoRR
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
2019 — conf
Estimating Cardinalities with Deep Sketches.
SIGMOD Conference
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter Boncz, Thomas Neumann, Alfons Kemper
2019 J jnl
Estimating Cardinalities with Deep Sketches.
CoRR
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter Boncz, Thomas Neumann, Alfons Kemper
2019 J jnl
GeoBlocks: A Query-Driven Storage Layout for Geospatial Data.
CoRR
Christian Winter, Andreas Kipf, Thomas Neumann, Alfons Kemper
2019 A conf
Learned Cardinalities: Estimating Correlated Joins with Deep Learning.
CIDR
Andreas Kipf, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter Boncz, Alfons Kemper
2019 J jnl
SOSD: A Benchmark for Learned Indexes.
CoRR
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
2019 J jnl
Scalable Analytics on Fast Data.
ACM Trans. Database Syst.
Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann, Alfons Kemper
2018 J jnl
Adaptive Geospatial Joins for Modern Hardware.
CoRR
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Peter Boncz, Thomas Neumann, Alfons Kemper
2018 A* conf
Approximate Geospatial Joins with Precision Guarantees.
ICDE
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Peter Boncz, Thomas Neumann, Alfons Kemper
2018 J jnl
How Good Are Modern Spatial Analytics Systems?
Proc. VLDB Endow.
Varun Pandey, Andreas Kipf, Thomas Neumann, Alfons Kemper
2018 J jnl
Learned Cardinalities: Estimating Correlated Joins with Deep Learning.
CoRR
Andreas Kipf, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter Boncz, Alfons Kemper
2018 C conf
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines.
DaMoN
Harald Lang, Andreas Kipf, Linnea Passing, Peter Boncz, Thomas Neumann, Alfons Kemper
2017 B conf
Analytics on Fast Data: Main-Memory Database Systems versus Modern Streaming Systems.
EDBT
Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann, Alfons Kemper
2017 — ch.
Informatik-Forschung für digitale Mobilitätsplattformen.
50 Jahre Universitäts-Informatik in München
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
2017 J jnl
Informatikforschung für digitale Mobilitätsplattformen - Am Beispiel des TUM Living Lab Connected Mobility.
Inform. Spektrum
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
2016 — conf
High-Performance Geospatial Analytics in HyPerSpace.
SIGMOD Conference
Varun Pandey, Andreas Kipf, Dimitri Vorona, Tobias Mühlbauer, Thomas Neumann, Alfons Kemper
2015 — conf
High-Performance Main-Memory Database Systems and Modern Virtualization: Friends or Foes?
DanaC@SIGMOD
Tobias Mühlbauer, Wolf Rödiger, Andreas Kipf, Alfons Kemper, Thomas Neumann