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Dictionary-based compression programs do not use statistics or variable-length codes. Instead they select strings of characters and encode each string as a fixed-length token using a dictionary. For ...
The different types of compression can have a huge effect on your big data transfers. Knowing what types to use is important for your business.
A novel technique rethinks hardware data compression to free up more memory used by computers and mobile devices, allowing them to run faster and perform more tasks simultaneously.
However, to date, hardware memory compression has been best suited to more old-school large blocks of data, not the “random, fine-grained memory accesses,” the team explains.
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Algorithm based on LLMs doubles lossless data compression ratesOur paper essentially proposes that if a large language model can understand data well, it must be able to guess what we plan to write, which allows us to compress the data significantly better ...
Lossy compression schemes require the use of quantization at some stage. Quantization can be modeled as an additive noise process in which the output of the quantizer is the input plus the ...
The St. Louis-based provider of video and data compression technology has taken the name of a subsidiary that was initially a ...
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. The ...
Unlike lossy compression, which loses some data during the compression process and, in turn, alters the original audio quality, lossless compression, on the other hand, reduces the file size of an ...
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