Efficient B-tree Based Indexing for Cloud Data Processing
Summary: Local B+-trees per compute node index data resident on that node, enabling scalable, parallel search. An overlay publishes selected local B+-tree nodes to support cross-node queries, with an adaptive algorithm choosing published nodes by query patterns; EC2 experiments show dynamic, efficient, scalable cloud data processing. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sai Wu (National University of Singapore)
- 2. Dawei Jiang (National University of Singapore)
- 3. Beng Chin Ooi (National University of Singapore)
- 4. Kun-Lung Wu (IBM)
BibTeX Citation
@article{wu_vldb10,
title = {{Efficient B-tree Based Indexing for Cloud Data Processing}},
author = {Wu, Sai and Jiang, Dawei and Ooi, Beng Chin and Wu, Kun-Lung},
journal = {PVLDB},
series = {{VLDB} '10},
volume = {3},
number = {1},
pages = {1207--1218},
doi = {10.14778/1920841.1920991},
url = {https://doi.org/10.14778/1920841.1920991},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,016 | Minuet: A Scalable Distributed Multiversion B-Tree | 2012 | VLDB | 5.7253247e-05 |
| 7,990 | ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper] | 2014 | VLDB | 5.5107935e-05 |
| 9,106 | AirIndex: Versatile Index Tuning Through Data and Storage | 2023 | SIGMOD | 5.3226167e-05 |
| 9,589 | A Framework for Supporting DBMS-like Indexes in the Cloud | 2011 | VLDB | 5.2521633e-05 |
| 11,218 | Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,001 | A Practical Scalable Distributed B-Tree | 2008 | VLDB | 9.3326014e-05 |
| 2,278 | BATON: A Balanced Tree Structure for Peer-to-Peer Networks | 2005 | VLDB | 8.8160706e-05 |
| 3,187 | P-Ring: An Efficient and Robust P2P Range Index Structure | 2007 | SIGMOD | 7.6555242e-05 |
| 4,791 | Speeding up Search in Peer-to-Peer Networks with A Multi-way Tree Structure | 2006 | SIGMOD | 6.5059395e-05 |
| 12,421 | Indexing Multi-dimensional Data in a Cloud System | 2010 | SIGMOD | 5.093636e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 8,937 | Dynamic Indexability and Lower Bounds for Dynamic One-Dimensional Range Query Indexes | 2009 | PODS |
| 2 | 9,518 | Revisiting B-tree Compression: An Experimental Study | 2024 | SIGMOD |
| 3 | 6,429 | Just-In-Time Data Structures | 2015 | CIDR |
| 4 | 4,075 | Distributing a Search Tree Among a Growing Number of Processors | 1994 | SIGMOD |
| 5 | 1,492 | BF-Tree: Approximate Tree Indexing | 2014 | VLDB |
| 6 | 3,378 | A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms | 2016 | SIGMOD |
| 7 | 2,020 | Query and Update Efficient B+-Tree Based Indexing of Moving Objects | 2004 | VLDB |
| 8 | 12,421 | Indexing Multi-dimensional Data in a Cloud System | 2010 | SIGMOD |
| 9 | 5,102 | Fast Range Query Processing with Strong Privacy Protection for Cloud Computing | 2014 | VLDB |
| 10 | 9,589 | A Framework for Supporting DBMS-like Indexes in the Cloud | 2011 | VLDB |