Behavioral Simulations in MapReduce
Summary: BRACE extends MapReduce for large-scale behavioral simulations, using spatial locality and iterated spatial joins to cut communication and scale well. BRASIL, an agent-based language, compiles to a dataflow plan for parallelization and optimization. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Guozhang Wang
- 2. Marcos Vaz Salles
- 3. Benjamin Sowell
- 4. Xun Wang
- 5. Tuan Cao
- 6. Alan Demers
- 7. Johannes Gehrke
- 8. Walker White
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,158 | Simulation of Database-Valued Markov Chains Using SimSQL | 2013 | SIGMOD | 0.0001361064 |
| 1,436 | Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications | 2011 | SIGMOD | 0.00011987961 |
| 1,452 | Asynchronous Large-Scale Graph Processing Made Easy | 2013 | CIDR | 0.00011919499 |
| 2,674 | Minimal MapReduce Algorithms | 2013 | SIGMOD | 8.3328645e-05 |
| 4,746 | An Experimental Analysis of Iterated Spatial Joins in Main Memory | 2013 | VLDB | 5.9571146e-05 |
| 4,844 | Data is Dead… Without What-If Models | 2011 | VLDB | 5.8813803e-05 |
| 5,980 | The Era of Big Spatial Data | 2017 | VLDB | 5.2449608e-05 |
| 11,968 | Model-Data Ecosystems: Challenges, Tools, and Trends | 2014 | PODS | 4.1945683e-05 |
| 12,065 | ClouDiA: A Deployment Advisor for Public Clouds | 2013 | VLDB | 4.1945683e-05 |
| 12,179 | BRRL: A Recovery Library for Main-Memory Applications in the Cloud | 2011 | SIGMOD | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 15 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD | 0.0010654262 |
| 113 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.00046764513 |
| 778 | Declarative Networking: Language, Execution and Optimization | 2006 | SIGMOD | 0.00016791276 |
| 2,360 | Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring | 2005 | SIGMOD | 8.9605432e-05 |
| 4,611 | On the Complexity of Nonrecursive XQuery and Functional Query Languages on Complex Values | 2005 | PODS | 6.0488752e-05 |
| 7,404 | Scaling Games to Epic Proportions | 2007 | SIGMOD | 4.7381749e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,775 | Set Similarity Joins on MapReduce: An Experimental Survey | 2018 | VLDB | 5.9315784e-05 |
| 444 | Parallelizing Sequential Graph Computations | 2017 | SIGMOD | 0.00022987918 |
| 2,674 | Minimal MapReduce Algorithms | 2013 | SIGMOD | 8.3328645e-05 |
| 6,835 | Adaptive Asynchronous Parallelization of Graph Algorithms | 2018 | SIGMOD | 4.91158e-05 |
| 10,525 | Using Process Calculus for Optimizing Data and Computation Sharing in Complex Stateful Parallel Computations | 2025 | SIGMOD | 4.1945683e-05 |
| 1,280 | Automatic Optimization for MapReduce Programs | 2011 | VLDB | 0.0001285503 |
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073498298 |
| 15 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD | 0.0010654262 |
| 1,452 | Asynchronous Large-Scale Graph Processing Made Easy | 2013 | CIDR | 0.00011919499 |
| 11,198 | Generalizing Bulk-Synchronous Parallel Processing for Data Science: From Data to Threads and Agent-Based Simulations | 2023 | SIGMOD | 4.1945683e-05 |