About this document
GPU-Accelerated Huffman Encoding by Subraz Thapa is a document available to read on EtoBox.
The document presents a GPU-accelerated Huffman encoding solution to address the challenges of data explosion, traditional compression limitations, and inefficiencies in processing large datasets. It details the implementation using Java and TornadoVM for high-speed lossless compression, achieving 2-2.5x speed improvements while maintaining a consistent compression ratio of 45-46%. Future enhancements are proposed to further optimize performance and expand capabilities, including full GPU tree construction
- Author
- Subraz Thapa
- Language
- EN