Climate change makes accurate weather prediction and large-scale data analysis increasingly crucial, but the sheer volume of weather data strains data storage and sharing. Here we introduce Aeolus, a ...

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.

People store large quantities of data in their electronic devices and transfer some of this data to others, whether for professional or personal reasons. Data compression methods are thus of the ...

Improving the efficiency of data compression remains essential for feature selection and data modelling. Current approaches for compressing epigenomic/genomic data highly rely on autoencoder that ...

Efficient data compression and transmission are crucial in space missions due to restricted resources, such as bandwidth and storage capacity. This requires efficient data-compression methods that ...

For the past five years, the cost of test has prevailed as the hottest topic in test. During this period, automated test equipment (ATE) has made a dramatic move towards low-cost design for test (DFT) ...

The recent revolution in genomic sequencing has opened new fields of study, but it’s also produced a DNA data deluge that has led to almost too much genomic information for researchers to handle. In a ...

Facebook Inc.’s software team has spent the last two years working on a way to compress application code with a view to keeping app sizes more manageable, ultimately coming up with a new technique ...