Scalable Similarity Search for Big Data - Challenges and Research Objectives.
Pavel ZezulaPublished in: Infoscale (2014)
Keyphrases
- similarity search
- big data
- data intensive computing
- distance function
- cloud computing
- metric space
- data analytics
- data management
- data analysis
- query processing
- data processing
- high dimensional
- big data analytics
- social media
- similarity measure
- indexing techniques
- multimedia databases
- commodity hardware
- business intelligence
- knn
- similarity searching
- high dimensional data
- similarity queries
- cross view
- efficient similarity search
- knowledge discovery
- real world
- hash functions
- locality sensitive hashing
- approximate similarity search
- data warehousing
- business analytics
- data science
- searching in metric spaces
- statistical learning
- information retrieval
- machine learning
- data mining