Abstract: With the development of convolutional neural networks, the scale of activation data has increased dramatically, posing significant challenges to model storage and computation. The insight ...

The goal of digital compression algorithms is to produce a digital representation of an audio signal which, when decoded and reproduced, sounds the same as the original signal, while using a minimum ...

Data compression is crucial for efficient storage and transmission of large datasets. Historically, Gzip (using the DEFLATE algorithm) has been widely adopted for compressing text and binary files.

Today, Facebook is releasing its Zstandard compression algorithm into the wild as open source. The lossless compression technology is aimed at replacing existing libraries like zlib that are powered ...

Abstract: To address the low compression efficiency of short JSON time-series data in IoT cloud-edge interaction scenarios, this paper proposes the DSC compression algorithm, which is based on three ...

Brotli is an open-source compression algorithm that was released publicly by Google back in 2015. Unlike gzip, it was not initially released for use as a standalone algorithm, but rather as an offline ...