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Umbra: A Disk-Based System with In-Memory Performance

Summary: Umbra adapts HyPer into an SSD-backed DB that delivers in-memory performance for the cached working set while scaling to SSD storage. Key innovation: a low‑overhead buffer manager with variable-size pages and memory‑optimized techniques to handle uncached data gracefully. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
had23da3dbc1de709
Venue
CIDR
Year
2020
Pagerank
0.00019711632
Overall Rank
373 | 97.50%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{neumann_cidr20,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '20},
        title = {{Umbra: A Disk-Based System with In-Memory Performance}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Neumann, Thomas and Freitag, Michael},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 119 citing papers.

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10,923 TQP++: Bridging ML Compilers and Analytical Query Processing on GPUs 2026 VLDB 4.9793485e-05
10,951 QueryBrew: System-Agnostic SQL-to-SQL Query Optimization 2026 VLDB 4.9793485e-05
11,037 Future-Proof Data Systems 2026 VLDB 4.9793485e-05
11,154 LingoDB-CT: Understanding LingoDB's Inner Workings 2025 SIGMOD 4.9793485e-05
11,190 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 4.9793485e-05
11,191 Nested Parquet Is Flat, Why Not Use It? How To Scan Nested Data With On-the-Fly Key Generation and Joins 2025 SIGMOD 4.9793485e-05
11,203 cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns 2025 SIGMOD 4.9793485e-05
11,290 Cardinality Estimation for Having-Clauses 2025 VLDB 4.9793485e-05
11,349 Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures 2025 VLDB 4.9793485e-05
11,352 Enhancing Transaction Processing through Indirection Skipping 2025 VLDB 4.9793485e-05
11,429 Sampling-based Predictive Database Buffer Management 2025 VLDB 4.9793485e-05
11,542 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 4.9793485e-05
11,546 Towards a Converged Relational-Graph Optimization Framework 2024 SIGMOD 4.9793485e-05
11,555 Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives 2024 VLDB 4.9793485e-05
11,710 ForestTI: A Scalable Inverted-Index-Oriented Timeseries Management System with Flexible Memory Efficiency 2023 SIGMOD 4.9793485e-05
11,765 Asymptotically Better Query Optimization Using Indexed Algebra 2023 VLDB 4.9793485e-05
11,779 Big Data Analytic Toolkit: A general-purpose, modular, and heterogeneous acceleration toolkit for data analytical engines 2023 VLDB 4.9793485e-05
11,921 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 4.9793485e-05
13,655 UmbraPerf - Profiling Results Tailored for DBMS Developers 2025 VLDB -
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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