A Distributed Algorithm for Large-Scale Generalized Matching
Summary: First distributed algorithm for near-optimal generalized matching on millions of users and items; runs on commodity clusters or MapReduce with polylog passes. Solves mixed packing-covering LPs with strong guarantees; scalable in practice and dramatically faster than alternatives. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Faraz Makari Manshadi
- 2. Rohit Khandekar
- 3. Baruch Awerbuch
- 4. Rainer Gemulla
- 5. Julian Mestre
- 6. Mauro Sozio
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,007 | Show Me the Money: Dynamic Recommendations for Revenue Maximization | 2014 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 1,886 | Social Content Matching in MapReduce | 2011 | VLDB | 0.00010208945 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,146 | Distributed Graph Simulation: Impossibility and Possibility | 2014 | VLDB | 5.1857597e-05 |
| 9,581 | Sharing Aggregate Computation for Distributed Queries | 2007 | SIGMOD | 4.3227214e-05 |
| 4,556 | Distributed Subgraph Matching on Timely Dataflow | 2019 | VLDB | 6.0883757e-05 |
| 1,877 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010236803 |
| 7,153 | Submodularity of Distributed Join Computation | 2018 | SIGMOD | 4.8153963e-05 |
| 651 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018648572 |
| 8,759 | Distributed and Streaming Linear Programming in Low Dimensions | 2019 | PODS | 4.456315e-05 |
| 4,497 | Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent | 2019 | VLDB | 6.1387773e-05 |
| 3,872 | Distributed Algorithms on Exact Personalized PageRank | 2017 | SIGMOD | 6.6785582e-05 |
| 1,886 | Social Content Matching in MapReduce | 2011 | VLDB | 0.00010208945 |