OPAvion: Mining and Visualization in Large Graphs

Summary: OPAvion is a scalable graph mining and visualization workflow for massive graphs (millions–billions of nodes). It combines Pegasus offline statistics on disk-resident graphs (PageRank, components, degree, triangles), OddBall anomaly mining, and Apolo interactive exploration from seeds or detected anomalies (demo on Stack Overflow). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4590
Venue: SIGMOD
Year: 2012
Pagerank: -
Overall Rank: 13,461 | 6.36%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,186	Effective and Efficient PageRank-based Positioning for Graph Visualization	2023	SIGMOD	4.1945683e-05
13,457	Managing and Mining Large Graphs: Patterns and Algorithms	2012	SIGMOD	-
11,783	Graph Data Mining with Arabesque	2017	SIGMOD	4.1945683e-05
10,936	NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention	2024	SIGMOD	4.1945683e-05
9,887	Graph Exploration: From Users to Large Graphs	2017	SIGMOD	4.2621158e-05
738	Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis	2013	VLDB	0.00017435236
11,736	Declarative and distributed graph analytics with GRADOOP	2018	VLDB	4.1945683e-05
11,874	Graph-based Exploration of Non-graph Datasets	2016	VLDB	4.1945683e-05
396	One Trillion Edges: Graph Processing at Facebook-Scale	2015	VLDB	0.00024424102
9,295	Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool	2015	VLDB	4.3604709e-05