RESEARCHER PROFILE

Andreas Kipf

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A

Nuremberg University of Music

Advanced Database Systems and QueriesData Management and AlgorithmsAlgorithms and Data CompressionCloud Computing and Resource ManagementData Mining Algorithms and Applications

Andreas Kipf works in Advanced Database Systems and Queries, Data Management and Algorithms, Algorithms and Data Compression, Cloud Computing and Resource Management, Data Mining Algorithms and Applications. Recorded institutional associations include Lutheran University of Applied Sciences Nuremberg, Nuremberg Hospital, Nuremberg University of Music.

108Publications
1,302Citations
17H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. RadixSpline

    2020 · 159 citations

  2. Learned Cardinalities: Estimating Correlated Joins with Deep Learning

    2018 · 158 citations

  3. Benchmarking learned indexes

    2020 · 151 citations

  4. How good are modern spatial analytics systems?

    2018 · 104 citations

  5. Robust Query Driven Cardinality Estimation under Changing Workloads

    2023 · 79 citations

  6. Flow-loss

    2021 · 71 citations

  7. Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory

    2020 · 43 citations

  8. Why TPC is Not Enough: An Analysis of the Amazon Redshift Fleet

    2024 · 42 citations

  9. TreeLine

    2022 · 40 citations

  10. Learned Cardinalities: Estimating Correlated Joins with Deep Learning

    2018 · 37 citations

  11. FL-RMQ: A Learned Approach to Range Minimum Queries

    2019 · 35 citations

  12. Estimating Cardinalities with Deep Sketches

    2019 · 34 citations

  13. RadixSpline: A Single-Pass Learned Index

    2020 · 24 citations

  14. High-Performance Geospatial Analytics in HyPerSpace

    2016 · 23 citations

  15. A proposed integrated data collection, analysis and sharing platform for impact evaluation

    2015 · 18 citations

  16. Cuckoo index

    2020 · 18 citations

  17. Analytics on Fast Data: Main-Memory Database Systems versus Modern Streaming Systems

    2017 · 17 citations

  18. SageDB

    2022 · 17 citations

  19. Can Learned Models Replace Hash Functions?

    2022 · 17 citations

  20. Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses

    2024 · 17 citations

  21. How Good Are Modern Spatial Libraries?

    2020 · 15 citations

  22. Adaptive Hybrid Indexes

    2022 · 15 citations

  23. Intelligent Scaling in Amazon Redshift

    2024 · 15 citations

  24. Approximate Geospatial Joins with Precision Guarantees

    2018 · 13 citations

  25. Scalable Analytics on Fast Data

    2019 · 11 citations

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