Sharing Aggregate Computation for Distributed Queries
Summary: Cross-query sharing for distributed aggregations via a data–query incidence matrix; recovers a compact set of shared plans. SUM/COUNT/AVERAGE optimal; MIN/MAX NP-hard set-basis; offers heuristics and a dynamic distributed architecture. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ryan Huebsch
- 2. Minos Garofalakis
- 3. Joseph M. Hellerstein
- 4. Ion Stoica
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,274 | Ranking Distributed Probabilistic Data | 2009 | SIGMOD | 4.3646295e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 323 | Gigascope: A Stream Database for Network Applications | 2003 | SIGMOD | 0.00027492196 |
| 781 | Spectral Bloom Filters | 2003 | SIGMOD | 0.00016741046 |
| 905 | The Design of an Acquisitional Query Processor For Sensor Networks | 2003 | SIGMOD | 0.0001546195 |
| 1,392 | Sketching Streams Through the Net: Distributed Approximate Query Tracking | 2005 | VLDB | 0.00012229045 |
| 1,566 | Power-Conserving Computation of Order-Statistics over Sensor Networks | 2004 | PODS | 0.00011343771 |
| 1,600 | The Architecture of PIER: an Internet-Scale Query Processor | 2005 | CIDR | 0.00011201407 |
| 1,788 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.00010555742 |
| 2,931 | Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles | 2005 | SIGMOD | 7.8697258e-05 |
| 3,102 | Processing Set Expressions over Continuous Update Streams | 2003 | SIGMOD | 7.5586568e-05 |
| 5,001 | Multiple Aggregations Over Data Streams | 2005 | SIGMOD | 5.7678084e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,153 | Submodularity of Distributed Join Computation | 2018 | SIGMOD | 4.8153963e-05 |
| 7,622 | Workload Optimization using SharedDB | 2013 | SIGMOD | 4.6935227e-05 |
| 7,122 | Parallel Algorithms for Sparse Matrix Multiplication and Join-Aggregate Queries | 2020 | PODS | 4.8252188e-05 |
| 2,459 | Multi-dimensional Resource Scheduling for Parallel Queries | 1996 | SIGMOD | 8.7676516e-05 |
| 1,554 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB | 0.00011400581 |
| 3,124 | Parallel Query Scheduling and Optimization with Time- and Space-Shared Resources | 1997 | VLDB | 7.5201555e-05 |
| 7,715 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6699261e-05 |
| 9,305 | Parallelizing Query Optimization on Shared-Nothing Architectures | 2016 | VLDB | 4.3577129e-05 |
| 1,788 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.00010555742 |
| 2,925 | Shared Workload Optimization | 2014 | VLDB | 7.888494e-05 |