Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis
Summary: Extends Datalog-based SociaLite to distributed graph analytics: data-placement annotations infer communication, while delta-stepping optimizes recursive aggregates and approximation trades accuracy for resources. Compiled programs scale near-ideally and beat Giraph 4–12× with 22× less code. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jiwon Seo (Stanford University)
- 2. Jongsoo Park (Intel)
- 3. Jaeho Shin (Stanford University)
- 4. Monica S. Lam (Stanford University)
BibTeX Citation
@article{seo_vldb13,
title = {{Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis}},
author = {Seo, Jiwon and Park, Jongsoo and Shin, Jaeho and Lam, Monica S.},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {14},
pages = {1906--1917},
doi = {10.14778/2733004.2733007},
url = {https://doi.org/10.14778/2733004.2733007},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0012087459 |
| 6 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0010515896 |
| 384 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00019471648 |
| 2,297 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 8.6799663e-05 |
| 2,481 | REX: Recursive, Delta-Based Data-Centric Computation | 2012 | VLDB | 8.3995962e-05 |
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