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 |
|---|---|---|---|---|
| 3,625 | Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings | 2020 | SIGMOD | 6.9055212e-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 |
|---|---|---|---|---|
| 413 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023904409 |
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6960139e-05 |
| 4,425 | Nova: Continuous Pig/Hadoop Workflows | 2011 | SIGMOD | 6.198382e-05 |
| 4,857 | The "Big Data" Ecosystem at LinkedIn | 2013 | SIGMOD | 5.8736144e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 979 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB | 0.0001488055 |
| 794 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB | 0.00016605103 |
| 5,741 | A Demonstration of ST-Hadoop: A MapReduce Framework for Big Spatio-temporal Data | 2017 | VLDB | 5.3451775e-05 |
| 413 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023904409 |
| 9,375 | Efficient Big Data Processing in Hadoop MapReduce | 2012 | VLDB | 4.347384e-05 |
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6960139e-05 |
| 2,231 | Dedoop: Efficient Deduplication with Hadoop | 2012 | VLDB | 9.2304499e-05 |
| 9,115 | MapReduce Algorithms for Big Data Analysis | 2012 | VLDB | 4.3932167e-05 |
| 2,736 | Online Aggregation and Continuous Query support in MapReduce | 2010 | SIGMOD | 8.2043187e-05 |
| 11,958 | Shared Execution of Recurring Workloads in MapReduce | 2015 | VLDB | 4.1945683e-05 |