Joy Kuri

APLASE: Compression using Adaptive Piecewise Linear Approximation and Sparse Encoding

This work focuses on compressing vast amounts of time series data from IoT sensors while achieving low reconstruction error, at a low compression ratio (ratio of output data size to input data size), for efficient storage and transmission. We investigate two lossy compression techniques: Adaptive Pi…