MetaStrider: Architectures for Scalable Memory-centric Reduction of Sparse Data Streams.
Sriseshan SrikanthAnirudh JainJoseph M. LennonThomas M. ConteErik DeBenedictisJeanine E. CookPublished in: ACM Trans. Archit. Code Optim. (2020)
Keyphrases
- data streams
- limited memory
- sliding window
- incoming data
- bounded memory
- stream mining
- sparse data
- memory management
- low memory
- memory usage
- high dimensional
- streaming data
- change detection
- concept drift
- memory requirements
- digital signal processors
- continuous data streams
- highly scalable
- web scale
- data distribution
- stream data
- sensor networks
- itemsets
- frequent itemsets
- sensor data
- data stream classification
- stream processing
- data sets
- user centric
- sparse representation
- data stream mining
- memory efficient
- memory space
- compressive sensing
- main memory