Optimal Column Layout for Hybrid Workloads
Summary: Optimization-based columnar layout for hybrid workloads; tunes partitions, ranges, and buffer space to fit workload mix. Casper, an in-memory engine, delivers up to 2.32x update throughput and 2.14x hybrid throughput over state-of-the-art layouts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Manos Athanassoulis (Boston University)
- 2. Kenneth S. Bøgh (Uber)
- 3. Stratos Idreos (Harvard University)
BibTeX Citation
@article{athanassoulis_vldb19,
title = {{Optimal Column Layout for Hybrid Workloads}},
author = {Athanassoulis, Manos and Bøgh, Kenneth S. and Idreos, Stratos},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {13},
pages = {2393--2407},
doi = {10.14778/3358701.3358707},
url = {https://doi.org/10.14778/3358701.3358707},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 51 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,827 | Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases | 2013 | VLDB | 5.979772e-05 |
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,335 | Fast Updates on Read-Optimized Databases Using Multi-Core CPUs | 2012 | VLDB |
| 2 | 906 | Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation | 2016 | SIGMOD |
| 3 | 5,827 | Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases | 2013 | VLDB |
| 4 | 1,632 | Positional Update Handling in Column Stores | 2010 | SIGMOD |
| 5 | 5,249 | Workload-Aware Storage Layout for Database Systems | 2010 | SIGMOD |
| 6 | 4,702 | Adaptive NUMA-aware data placement and task scheduling for analytical workloads in main-memory column-stores | 2017 | VLDB |
| 7 | 634 | Performance Tradeoffs in Read-Optimized Databases | 2006 | VLDB |
| 8 | 7,034 | Wide Table Layout Optimization based on Column Ordering and Duplication | 2017 | SIGMOD |
| 9 | 3,081 | Skipping-oriented Partitioning for Columnar Layouts | 2017 | VLDB |
| 10 | 1,200 | Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads | 2016 | SIGMOD |