Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression

Progressive Bounded Error Piecewise Linear Approximation with Resolution Reduction for Time Series Data Compression

Today, huge amounts of time series data are sensed continuously by AIoT devices, transmitted to edge nodes, and to data centers. It costs a lot of energy to transmit these data, store them, and process them. Data compression technologies are commonly used to reduce the data size and thus save energy...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Jeng-Wei Lin, Shih-wei Liao, Yu-Hung Tsai, Ching-Che Huang
Format: Artykuł
Język:English
Wydane: MDPI AG 2024-12-01
Seria:Sensors
Hasła przedmiotowe:
sensor data
time series
progressive data compression
hierarchical residual encoding
bounded error piecewise linear approximation
Swing-RR
Dostęp online:https://www.mdpi.com/1424-8220/25/1/145

Internet

https://www.mdpi.com/1424-8220/25/1/145

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