R.Tayama
Data Compression of Huffman Encoding on GPU
The purpose of my study is how to speed-up Huffman encoding by parallel processing. For this purpose, I used a Graphics Processing Unit (GPU) to implement this compression in parallel and I have adopted the algorithm that called "Parallel Variable-Length Encoding" because an algorithmic modification was necessary to implement this compression on GPU by OpenCL, and I have compared the processing time on GPU and Central Processing Unit (CPU). As a result, the performance of data compression that using Huffman encoding on GPU was 10 times faster than that using only CPU.
Last modified 10 years ago
Last modified on Nov 5, 2014 9:38:58 AM