V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors.
Ahmed MetwallyChristos FaloutsosPublished in: Proc. VLDB Endow. (2012)
Keyphrases
- similarity join
- mapreduce framework
- cloud computing
- metric space
- join algorithms
- edit distance
- similarity search
- large scale data sets
- vector space
- uncertain data
- structural similarity
- pairwise
- xml data
- similar objects
- feature vectors
- high dimensional
- join operations
- data management
- query processing
- bloom filter
- object recognition
- database systems
- dynamic programming
- machine learning
- dimensionality reduction