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)

Paper ID: 10662
Venue: VLDB
Year: 2013
Pagerank: 4.9226626e-05
Overall Rank: 6,802 | 52.69%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,998	Major Technical Advancements in Apache Hive	2014	SIGMOD	7.753765e-05
3,737	Skipping-oriented Partitioning for Columnar Layouts	2017	VLDB	6.8033227e-05
5,125	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.679423e-05
7,112	Wide Table Layout Optimization based on Column Ordering and Duplication	2017	SIGMOD	4.8275068e-05
9,128	Apache TsFile: An IoT-native Time Series File Format	2024	VLDB	4.3909921e-05
11,067	Partition, Don’t Sort! Compression Boosters for Cloud Data Ingestion Pipelines	2024	VLDB	4.1945683e-05
11,126	High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now	2024	VLDB	4.1945683e-05

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
542	Shark: SQL and Rich Analytics at Scale	2013	SIGMOD	0.00020595648
1,863	Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce	2010	VLDB	0.00010286531
3,115	Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework	2011	SIGMOD	7.543505e-05
3,208	Column-Oriented Storage Techniques for MapReduce	2011	VLDB	7.3781897e-05

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