Write a report on: Kernel Density Estimation on the GPU Using the CUDA Framework.

Q2:
Write a report on: Kernel Density Estimation on the GPU Using the CUDA Framework. The report should include (Methodology and implementation) on the following:
1. Sequential Algorithms (uni variate)
2. Naive CUDA algorithms (uni variate)
3. CUDA optimizations algorithms (uni variate)
4. Discuss and analyze your results and conclude quantitatively (speedup, bandwidth, etc).
5. Please include all source code (c++ and CUDA source code with comments) So that it can be easily replicated. Use scripts in order to show graphs/tables included in the report can be generated with little effort.
6. References.