Google Research recently revealed TurboQuant, a compression algorithm that reduces the memory footprint of large language ...

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 ...

Data compression has emerged as a vital tool for managing the ever‐increasing volumes of data produced by contemporary scientific research. Techniques in this field aim to reduce storage requirements ...

Google has published TurboQuant, a KV cache compression algorithm that cuts LLM memory usage by 6x with zero accuracy loss, ...

Genomic data compression techniques have emerged as indispensable tools in addressing the exponential growth of sequencing data, which poses significant challenges in storage, processing, and ...

Researchers at Argonne National Laboratory and SLAC have designed a detector chip that compresses X-ray data by factors of ...

Images transmitted over the world wide web are an excellent example of why data compression is important. Suppose we need to download a digitized color photograph over a computer's 33.6 kbps modem. If ...

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 ...

The European Space Agency has developed a new compression system, initially designed to be used on so-called ‘smart’ space and satellite missions and telemetry to and from the craft. The ESA says its ...

Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory ...

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 ...

Take advantage of the GZip and Brotli compression methods to reduce the size of string data and improve performance in your .NET Core applications. When developing applications you will often need to ...