J. P. de Santana

High-Throughput Chunk-Based GPU Bitmap Compression for Dense Retrieval Workloads

This work establishes a basis for GPU-resident computational frameworks, allowing for the elimination of the overhead associated with decompression in high-scale filtering, Graph Neural Networks (GNN) pre-processing, and in-situ scientific analytics.