The International Workshop on Data Compression for AI and Big Data Applications

This international workshop in Singapore addresses the critical challenge of data compression in the age of AI and big data, where the volume, velocity, and variety of data demand efficient storage and transmission solutions without sacrificing analytical quality. Topics include neural compression techniques, lossy and lossless compression for ML datasets, HPC data reduction, and compression-aware training for large-scale AI models. The workshop brings together researchers from data science, systems engineering, and high-performance computing to advance the state of the art.

compression AI big data HPC