Trajectory data compression and simplification techniques have emerged as essential tools for managing the ever‐increasing volumes of spatio‐temporal data generated by GPS devices and other ...

Compression, as the name implies, squeezes or "compresses" the size of a file or data set. Compression techniques are used for voice, video, audio, text, and program data in hundreds of different ...

This recent paper by Li and his colleagues could inform future efforts aimed at developing increasingly advanced data compression techniques, inspiring other researchers to leverage LLMs.

ZeroPoint combines multiple techniques including data compression, real-time compaction, and optimized memory management. Together, the company claims, these methods eliminate 70 percent of ...

While LLMs are very data-intensive, highly optimized data compression techniques called adaptive manifold compression models achieve up to 10 times more compression and significantly improve data ...

The startup was launched to commercialize research into data compression techniques that its co-founders, Per Stenström and Angelos Arelakis, carried out at the university.

A pruning reservoir computing technique can mitigate noise and reconstruct nonlinear dynamics for potential engineering and ...

L2 data compression: Techniques to reduce the amount of data L2s need to post on L1, including signature aggregation and address optimization.