Large-scale frequent subgraph mining in MapReduce

Keyphrases

• Frequent Subgraph Mining 100%
• MapReduce 100%
• Application Domain 50%
• Computer Vision 50%
• Social Networks 50%
• Network-based Computing Systems 50%
• Effective Strategies 50%
• Cardinality 50%
• Communication Cost 50%
• Evaluation Results 50%
• Large Graphs 50%
• MapReduce Model 50%
• Two-step Filter 50%
• Subgraph Mining 50%
• Massive Parallelism 50%
• Redundant Computation 50%
• Threshold Mechanism 50%
• Computationally Intensive 50%
• Existing State 50%
• Graph Isomorphism 50%
• Graph Compression 50%
• Frequent Subgraphs 50%
• Candidate Subgraphs 50%
• Worker Node 50%
• Compression Mechanism 50%
• Frequent Graphs 50%
• Graph Datasets 50%
• Statistical Threshold 50%
• Computational Overhead 50%

Computer Science

• Subgraphs 100%
• Map-Reduce 100%
• Frequent Subgraph Mining 100%
• Refinement Step 66%
• Application Domain 33%
• Practical Solution 33%
• Parallelization 33%
• Cardinality 33%
• Communication Cost 33%
• Evaluation Result 33%
• Social Network 33%
• Computer Vision 33%
• Bioinformatics 33%