One Trillion Edges: Graph Processing at Facebook-Scale
Summary: Scales Apache Giraph to Facebook-scale graphs up to one trillion edges; analyzes performance, usability, and production workflows. Extends the Pregel model to support broader graph workloads and greater code reuse, with real-world deployment insights from large-scale applications. (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 40 of 40 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 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 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024217964 |
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019040811 |
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059744625 |
| 408 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023939456 |
| 558 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00020158056 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |
| 1,410 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB | 0.00012127229 |
| 1,449 | Asynchronous Large-Scale Graph Processing Made Easy | 2013 | CIDR | 0.00011928716 |
| 3,460 | A Comparison of Platforms for Implementing and Running Very Large Scale Machine Learning Algorithms | 2014 | SIGMOD | 7.0702034e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 327 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027312381 |
| 1,679 | Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets | 2014 | SIGMOD | 0.00010926732 |
| 5,780 | MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing | 2015 | VLDB | 5.327262e-05 |
| 3,188 | Scalable Big Graph Processing in MapReduce | 2014 | SIGMOD | 7.4142307e-05 |
| 4,834 | Systems for Big-Graphs | 2014 | VLDB | 5.8867916e-05 |
| 570 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB | 0.00019895021 |
| 7,688 | Experimental Analysis of Distributed Graph Systems | 2018 | VLDB | 4.6735925e-05 |
| 1,876 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010242818 |
| 1,410 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB | 0.00012127229 |
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019040811 |