Two-Level Data Compression using Machine Learning in Time Series Database.
Xinyang YuYanqing PengFeifei LiSheng WangXiaowei ShenHuijun MaiYue XiePublished in: ICDE (2020)
Keyphrases
- data compression
- database
- machine learning
- compression algorithm
- database systems
- compression ratio
- high compression
- databases
- data reduction
- database management systems
- compression scheme
- wavelet filters
- mixed data
- huffman coding
- multiscale
- similarity measure
- decision trees
- data mining
- wavelet compression
- lossless data compression
- main memory
- high order
- data model
- multiresolution
- preprocessing