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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)
- Paper ID
- 11960
- Venue
- VLDB
- Year
- 2019
- Pagerank
- 7.0479329e-05
- Overall Rank
- 3,488 | 75.74%
- DOI
-
10.14778/3358701.3358707
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 17 of 17 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 857 |
The PGM-index: a fully-dynamic compressed learned index with provable worst-case bounds |
2020 |
VLDB |
0.00015882892 |
| 1,611 |
Qd-tree: Learning Data Layouts for Big Data Analytics |
2020 |
SIGMOD |
0.00011147324 |
| 2,320 |
High-Throughput Vector Similarity Search in Knowledge Graphs |
2023 |
SIGMOD |
9.0366225e-05 |
| 3,779 |
Instance-Optimized Data Layouts for Cloud Analytics Workloads |
2021 |
SIGMOD |
6.7747205e-05 |
| 4,284 |
HTAP Databases: What is New and What is Next |
2022 |
SIGMOD |
6.2914924e-05 |
| 6,398 |
Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty |
2022 |
VLDB |
5.0819209e-05 |
| 6,466 |
Pando: Enhanced Data Skipping with Logical Data Partitioning |
2023 |
VLDB |
5.0528281e-05 |
| 6,574 |
Robust Performance of Main Memory Data Structures by Configuration |
2020 |
SIGMOD |
5.0055505e-05 |
| 6,984 |
Replicated Layout for In-Memory Database Systems |
2022 |
VLDB |
4.873081e-05 |
| 7,128 |
Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning |
2021 |
SIGMOD |
4.8230171e-05 |
| 7,142 |
Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems |
2021 |
CIDR |
4.8197508e-05 |
| 8,415 |
Pruning in Snowflake: Working Smarter, Not Harder |
2025 |
SIGMOD |
4.5197687e-05 |
| 8,481 |
Mammoths Are Slow: The Overlooked Transactions of Graph Data |
2024 |
VLDB |
4.501065e-05 |
| 8,786 |
AWARE: Workload-aware, Redundancy-exploiting Linear Algebra |
2023 |
SIGMOD |
4.4521262e-05 |
| 9,240 |
ZIP: Lazy Imputation during Query Processing |
2024 |
VLDB |
4.3690661e-05 |
| 10,230 |
Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems |
2026 |
VLDB |
4.1945683e-05 |
| 10,763 |
TuskFlow: An Efficient Graph Database for Long-Running Transactions |
2025 |
VLDB |
4.1945683e-05 |
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.
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