Redoop Infrastructure for Recurring Big Data Queries
Summary: Redoop extends Hadoop with native support for recurring MapReduce queries over evolving, high-volume data. Window-aware partitioning, cache-aware scheduling, and inter-window caching deliver up to an order-of-magnitude speedup while preserving backward compatibility. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chuan Lei (Worcester Polytechnic Institute)
- 2. Zhongfang Zhuang (Worcester Polytechnic Institute)
- 3. Elke A. Rundensteiner (Worcester Polytechnic Institute)
- 4. Mohamed Y. Eltabakh (Worcester Polytechnic Institute)
BibTeX Citation
@article{lei_vldb14,
title = {{Redoop Infrastructure for Recurring Big Data Queries}},
author = {Lei, Chuan and Zhuang, Zhongfang and Rundensteiner, Elke A. and Eltabakh, Mohamed Y.},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {13},
pages = {1589},
doi = {10.14778/2733004.2733037},
url = {https://doi.org/10.14778/2733004.2733037},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,822 | Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings | 2020 | SIGMOD | 8.0898536e-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 |
|---|---|---|---|---|
| 372 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.0001981521 |
| 2,265 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.8398946e-05 |
| 4,175 | Nova: Continuous Pig/Hadoop Workflows | 2011 | SIGMOD | 6.8511274e-05 |
| 4,595 | The "Big Data" Ecosystem at LinkedIn | 2013 | SIGMOD | 6.6137084e-05 |
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| 2 | 660 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB |
| 3 | 5,902 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB |
| 4 | 372 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB |
| 5 | 9,510 | Efficient Big Data Processing in Hadoop MapReduce | 2012 | VLDB |
| 6 | 2,265 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD |
| 7 | 2,055 | Dedoop: Efficient Deduplication with Hadoop | 2012 | VLDB |
| 8 | 9,263 | MapReduce Algorithms for Big Data Analysis | 2012 | VLDB |
| 9 | 2,312 | Online Aggregation and Continuous Query support in MapReduce | 2010 | SIGMOD |
| 10 | 12,156 | Shared Execution of Recurring Workloads in MapReduce | 2015 | VLDB |