Application Codesign of Near-Data Processing for Similarity Search.
Vincent T. LeeAmrita MazumdarCarlo C. del MundoArmin AlaghiLuis CezeMark OskinPublished in: IPDPS (2018)
Keyphrases
- similarity search
- data processing
- metric space
- high dimensional
- similarity searching
- query processing
- multimedia databases
- similarity measure
- distance function
- high dimensional data
- triangle inequality
- data analysis
- similarity retrieval
- indexing techniques
- hash functions
- neural network
- multimodal data
- efficient similarity search
- data management
- multi dimensional
- knn
- data acquisition
- locality sensitive hashing
- similarity queries
- training data
- image processing
- data mining
- data sets
- approximate similarity search