Managing and Mining Large Graphs: Systems and Implementations
Summary: Tutorial-style survey of large-graph management and mining systems, noting the lack of a standard graph stack and the prevalence of ad-hoc algorithms. Explores architectural constraints, programming models, and goals for a general-purpose graph system, reviewing representative systems and design perspectives across applications. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bin Shao
- 2. Haixun Wang
- 3. Yanghua Xiao
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,068 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.00014316508 |
| 1,676 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.000109374 |
| 4,927 | Efficient Cohesive Subgraphs Detection in Parallel | 2014 | SIGMOD | 5.8181623e-05 |
| 11,744 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 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 |
| 648 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018688754 |
| 1,068 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.00014316508 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,609 | Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods | 2025 | VLDB | 4.6921981e-05 |
| 327 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027312381 |
| 5,975 | Summarizing Static and Dynamic Big Graphs | 2017 | VLDB | 5.2452824e-05 |
| 4,906 | Graph Synopses, Sketches, and Streams: A Survey | 2012 | VLDB | 5.8369374e-05 |
| 10,847 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1905499e-05 |
| 1,876 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010242818 |
| 7,867 | Graph Data Management Systems for New Application Domains | 2011 | VLDB | 4.6282128e-05 |
| 13,470 | Managing and Mining Large Graphs: Patterns and Algorithms | 2012 | SIGMOD | - |
| 4,834 | Systems for Big-Graphs | 2014 | VLDB | 5.8867916e-05 |
| 6,706 | Big Graph Analytics Systems | 2016 | SIGMOD | 4.9501419e-05 |