Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters
Summary: Decomposes table placement into row reordering, partitioning, and packing; identifies factors: row-group size, column-to-group mapping, packing. Benchmarking and large-scale experiments quantify I/O impact and validate results, with ORC as a case study. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yin Huai (Ohio State University)
- 2. Siyuan Ma (Ohio State University)
- 3. Rubao Lee (Ohio State University)
- 4. Owen O'Malley (Hortonworks)
- 5. Xiaodong Zhang (Ohio State University)
BibTeX Citation
@article{huai_vldb13,
title = {{Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters}},
author = {Huai, Yin and Ma, Siyuan and Lee, Rubao and O'Malley, Owen and Zhang, Xiaodong},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {14},
doi = {10.14778/2556549.2556559},
url = {https://doi.org/10.14778/2556549.2556559},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,706 | Major Technical Advancements in Apache Hive | 2014 | SIGMOD | 8.2287564e-05 |
| 3,106 | Skipping-oriented Partitioning for Columnar Layouts | 2017 | VLDB | 7.7515666e-05 |
| 4,603 | The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product | 2021 | VLDB | 6.6105578e-05 |
| 6,896 | Wide Table Layout Optimization based on Column Ordering and Duplication | 2017 | SIGMOD | 5.7440611e-05 |
| 9,156 | Apache TsFile: An IoT-native Time Series File Format | 2024 | VLDB | 5.3119028e-05 |
| 11,274 | Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines | 2024 | VLDB | 5.093636e-05 |
| 11,332 | High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 425 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00018704491 |
| 1,791 | Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce | 2010 | VLDB | 9.7470504e-05 |
| 2,849 | Column-Oriented Storage Techniques for MapReduce | 2011 | VLDB | 8.053191e-05 |
| 2,942 | Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework | 2011 | SIGMOD | 7.9358593e-05 |
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