Synthesizing Tiled Matrix Decomposition on FPGAs

  title={Synthesizing Tiled Matrix Decomposition on FPGAs},
  author={Yi-Gang Tai and Kleanthis Psarris and Dan Chia-Tien Lo},
  journal={2011 21st International Conference on Field Programmable Logic and Applications},
Hardware accelerators such as FPGAs and GPUs in heterogeneous systems are being increasingly important for many applications. For high performance computing, the flexibility and efficiency of FPGA makes it an attractive alternative to other approaches. However, for applications that have to decompose large matrices, not many scalable solutions can be found on FPGAs. In this paper, we propose a scalable QR matrix decomposer on FPGAs based on the latest advances in tiled matrix decomposition… CONTINUE READING