Redoop Infrastructure for Recurring Big Data Queries
Summary: Redoop is the first full-fledged MapReduce framework with native support for recurring big data queries, extending Hadoop core. Window-aware partitioning, cache-aware scheduling, and inter-window caching yield order-of-magnitude speedups for recurring workloads on click-stream and sensor data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,623 | Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings | 2020 | SIGMOD | 6.9017341e-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 |
|---|---|---|---|---|
| 408 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023939456 |
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6907971e-05 |
| 4,424 | Nova: Continuous Pig/Hadoop Workflows | 2011 | SIGMOD | 6.19243e-05 |
| 4,859 | The "Big Data" Ecosystem at LinkedIn | 2013 | SIGMOD | 5.8680444e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 981 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.00014866268 |
| 789 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB | 0.00016602215 |
| 5,106 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB | 5.688703e-05 |
| 408 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023939456 |
| 9,360 | Efficient Big Data Processing in Hadoop MapReduce | 2012 | VLDB | 4.3476444e-05 |
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6907971e-05 |
| 2,205 | Dedoop: Efficient Deduplication with Hadoop | 2012 | VLDB | 9.2962961e-05 |
| 9,113 | MapReduce Algorithms for Big Data Analysis | 2012 | VLDB | 4.3889284e-05 |
| 2,735 | Online Aggregation and Continuous Query support in MapReduce | 2010 | SIGMOD | 8.2058004e-05 |
| 11,966 | Shared Execution of Recurring Workloads in MapReduce | 2015 | VLDB | 4.1905499e-05 |