Exploiting Cloud Object Storage for High-Performance Analytics
Summary: Blueprint for analytics on cloud object stores: first in‑depth study deriving cost- and performance‑optimal retrieval configurations and integration guidance for query engines. AnyBlob, a download manager optimizing throughput and CPU, integrated into Umbra, matches SSD-cached warehouse performance without local caching and improves elasticity. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dominik Durner (Technical University of Munich)
- 2. Viktor Leis (Technical University of Munich)
- 3. Thomas Neumann (Technical University of Munich)
BibTeX Citation
@article{durner_vldb23,
title = {{Exploiting Cloud Object Storage for High-Performance Analytics}},
author = {Durner, Dominik and Leis, Viktor and Neumann, Thomas},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {11},
pages = {2769--2782},
doi = {10.14778/3611479.3611486},
url = {https://doi.org/10.14778/3611479.3611486},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 20 of 20 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 38 of 38 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,132 | The Five-Minute Rule for the Cloud: Caching in Analytics Systems | 2025 | CIDR |
| 2 | 2,966 | Choosing A Cloud DBMS: Architectures and Tradeoffs | 2019 | VLDB |
| 3 | 9,839 | Cost-efficiency and Performance Robustness in Serverless Data Exchange | 2022 | SIGMOD |
| 4 | 8,047 | Cloud Databases: New Techniques, Challenges, and Opportunities | 2022 | VLDB |
| 5 | 7,160 | Cost-Intelligent Data Analytics in the Cloud | 2024 | CIDR |
| 6 | 10,133 | CloudJump: Optimizing Cloud Databases for Cloud Storages | 2022 | VLDB |
| 7 | 11,500 | Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture | 2024 | SIGMOD |
| 8 | 2,213 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB |
| 9 | 9,038 | Bringing Cloud-Native Storage to SAP IQ | 2021 | SIGMOD |
| 10 | 5,446 | Crystal: A Unified Cache Storage System for Analytical Databases | 2021 | VLDB |