Google develops TurboQuant compression technology for AI models

Google LLC has unveiled a technology called TurboQuant that can speed up artificial intelligence models and lower their ...

Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’

Google’s TurboQuant has the internet joking about Pied Piper from HBO's "Silicon Valley." The compression algorithm promises ...

Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x

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

A MLFMA-enhanced PCA Compression Method for Efficient Direct Solution to Electromagnetic Scattering Problems

Abstract: A novel direct method for electromagnetic scattering analysis is introduced by enhancing the principal component analysis (PCA) compression algorithm with the multilevel fast multipole ...
IEEE

Adaptive Per-File Lossless Compression of Floating-Point Data

Abstract: The large amount of floating-point data generated by scientific applications makes data compression essential for I/O performance and efficient storage. However, floating-point data is ...
SciELO

Estimation of wavy honeycombs’ compression performance via a machine learning algorithm

In this study, the wavy honeycomb's initial peak crushing force (IPCF) and energy absorption (EA) were estimated using the decision tree algorithm. First, using experimental results, Ls-Dyna models of ...