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 |
|---|---|---|---|---|
| 1,066 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.0001433416 |
| 1,675 | A Distributed Graph Engine for Web Scale RDF Data | 2013 | VLDB | 0.00010947606 |
| 4,921 | Efficient Cohesive Subgraphs Detection in Parallel | 2014 | SIGMOD | 5.8237536e-05 |
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-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 | 0.0019005923 |
| 651 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018648572 |
| 1,066 | Probase: A Probabilistic Taxonomy for Text Understanding | 2012 | SIGMOD | 0.0001433416 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,607 | Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods | 2025 | VLDB | 4.6967024e-05 |
| 331 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027214222 |
| 5,968 | Summarizing Static and Dynamic Big Graphs | 2017 | VLDB | 5.2503253e-05 |
| 4,900 | Graph Synopses, Sketches, and Streams: A Survey | 2012 | VLDB | 5.8423536e-05 |
| 10,843 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1945683e-05 |
| 1,877 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010236803 |
| 7,865 | Graph Data Management Systems for New Application Domains | 2011 | VLDB | 4.6326563e-05 |
| 13,457 | Managing and Mining Large Graphs: Patterns and Algorithms | 2012 | SIGMOD | - |
| 4,830 | Systems for Big-Graphs | 2014 | VLDB | 5.8924342e-05 |
| 6,709 | Big Graph Analytics Systems | 2016 | SIGMOD | 4.9529145e-05 |