Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce.
Jian ZhangChunfeng YuanYihua HuangPublished in: PDCAT (2012)
Keyphrases
- learning algorithm
- detection algorithm
- preprocessing
- graph based algorithm
- optimal solution
- search space
- similarity metric
- data sets
- objective function
- synthetic and real datasets
- minimum spanning tree
- graph structure
- dynamic programming
- k means
- similarity measure
- computational complexity
- probabilistic model
- worst case
- clustering algorithm
- tree structure
- np hard
- synthetic datasets
- matching algorithm
- parallel implementation
- lower bound