Systems for Big-Graphs
Summary: Survey of systems for big-graphs, highlighting distributed, partitioned processing across clusters to scale graph data beyond main memory. Covers irregular access patterns, graph-algorithm features, partitioning and workload balancing, plus open challenges and future directions for data management. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arijit Khan
- 2. Sameh Elnikety
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,349 | Janus: Transactional Processing of Navigational and Analytical Graph Queries on Many-core Servers | 2017 | CIDR | 4.7496514e-05 |
| 7,402 | A General-Purpose Query-Centric Framework for Querying Big Graphs | 2016 | VLDB | 4.7346959e-05 |
| 7,777 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.6493104e-05 |
| 9,565 | Quegel: A General-Purpose System for Querying Big Graphs | 2016 | SIGMOD | 4.3212967e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019040811 |
| 39 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00075263552 |
| 1,676 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.000109374 |
| 1,797 | epiC: an Extensible and Scalable System for Processing Big Data | 2014 | VLDB | 0.00010502488 |
| 1,977 | Towards Effective Partition Management for Large Graphs | 2012 | SIGMOD | 9.8780062e-05 |
| 3,234 | Managing Large Dynamic Graphs Efficiently | 2012 | SIGMOD | 7.3302974e-05 |
| 4,955 | Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs | 2013 | VLDB | 5.8057282e-05 |
| 7,867 | Graph Data Management Systems for New Application Domains | 2011 | VLDB | 4.6282128e-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 |
| 4,906 | Graph Synopses, Sketches, and Streams: A Survey | 2012 | VLDB | 5.8369374e-05 |
| 5,975 | Summarizing Static and Dynamic Big Graphs | 2017 | VLDB | 5.2452824e-05 |
| 7,609 | Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods | 2025 | VLDB | 4.6921981e-05 |
| 1,977 | Towards Effective Partition Management for Large Graphs | 2012 | SIGMOD | 9.8780062e-05 |
| 7,867 | Graph Data Management Systems for New Application Domains | 2011 | VLDB | 4.6282128e-05 |
| 3,234 | Managing Large Dynamic Graphs Efficiently | 2012 | SIGMOD | 7.3302974e-05 |
| 1,876 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010242818 |
| 5,517 | Managing and Mining Large Graphs: Systems and Implementations | 2012 | SIGMOD | 5.4685314e-05 |
| 6,706 | Big Graph Analytics Systems | 2016 | SIGMOD | 4.9501419e-05 |