distributed-computing-explorations

Some ideas around concurrency and distributed computing

Techniques used:

• GPU (Using CUDA)
• JIT
• Machine Learning (Kmeans Clustering)
• True Multi-Threaded (no GIL) Parallelization
• Colored output from Click
• Timing decorators
• GPU Mandelbrot (Jupyter Notebook)
• GPU Mandelbrot

Chapter on Distributed Computing

• distributed-computing

Notebooks and Examples

• concurrency-notebook-python
• nuclear-powered-command-line-tool
• serial vs distributed kmeans

GPU Pricing Amazon

https://aws.amazon.com/ec2/pricing/on-demand/

Cheapest: g4dn.xlarge 4 N/A 16 GiB 125 GB NVMe SSD $0.526 per Hour

References

Turbocharging Python with Command Line Tools Article