The Hopsworks Feature Store for Machine Learning
Summary: Hopsworks offers an available ML feature store with APIs for columnar, row-oriented, and similarity-search workloads. It enables feature reuse and cross-stage consistency, with fast queries outperforming cloud stores for training and inference. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Javier de la Rúa Martínez
- 2. Fabio Buso
- 3. Antonios Kouzoupis
- 4. Alexandru A. Ormenisan
- 5. Salman Niazi
- 6. Davit Bzhalava
- 7. Kenneth Mak
- 8. Victor Jouffrey
- 9. Mikael Ronström
- 10. Raymond Cunningham
- 11. Ralfs Zangis
- 12. Dhananjay Mukhedkar
- 13. Ayushman Khazanchi
- 14. Vladimir Vlassov
- 15. Jim Dowling
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,777 | Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads | 2025 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 185 | DuckDB: an Embeddable Analytical Database | 2019 | SIGMOD | 0.00036538405 |
| 340 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026841628 |
| 746 | Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores | 2020 | VLDB | 0.00017326979 |
| 4,284 | HTAP Databases: What is New and What is Next | 2022 | SIGMOD | 6.2914924e-05 |
| 5,567 | Optimizing Data Pipelines for Machine Learning in Feature Stores | 2023 | VLDB | 5.4305348e-05 |
| 5,605 | TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems | 2023 | VLDB | 5.4142007e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,843 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1945683e-05 |
| 6,404 | ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation | 2019 | VLDB | 5.0786954e-05 |
| 5,861 | Machine Learning for Databases | 2021 | VLDB | 5.298883e-05 |
| 9,776 | Structure-Aware Machine Learning over Multi-Relational Databases | 2021 | SIGMOD | 4.2856106e-05 |
| 1,532 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011472681 |
| 7,411 | ItemSuggest: A Data Management Platform for Machine Learned Ranking Services | 2019 | CIDR | 4.7364436e-05 |
| 6,330 | Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse | 2018 | VLDB | 5.1077416e-05 |
| 6,228 | Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems | 2021 | VLDB | 5.1470042e-05 |
| 4,003 | Data Platform for Machine Learning | 2019 | SIGMOD | 6.54347e-05 |
| 5,567 | Optimizing Data Pipelines for Machine Learning in Feature Stores | 2023 | VLDB | 5.4305348e-05 |