The most obvious answer is to use some type of compression. If you have the time to run a compressor on the data and then decompress it all inside your window, then that’s probably the answer ...

There are two categories of data compression. The first reduces the size of a single file to save storage space and transmit faster. The second is for storage and transmission convenience.

A compression technique that does not decompress digital data back to 100% of the original. Lossy methods can provide high degrees of compression and result in smaller compressed files ...

Another key area that would have a positive impact on organizations' sustainability is efficient data storage. Today, ...

Swedish firm ZeroPoint Technologies, a spin-off from Chalmers University of Technology in Gothenburg, was founded by Professor Per Stenström and Dr. Angelos Arelakis with the goal of delivering ...

You can select how the compression groups data which can help with performance. For example, instead of chunking together a fixed number of rows, you can compress groups of records based on dates ...

but accuracy is driven only by the data type used for computing. Memory bandwidth and capacity concerns can be met through ...

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How techniques like model pruning, quantization and knowledge distillation can optimize LLMs for faster, cheaper predictions.

In 1986, NASA’s Voyager 2 flyby of Uranus shaped scientists’ understanding of the planet but also introduced unexplained ...