Goals

• Project

  • Gain experience with second mechanism for parallelizing real world code

  • Perform benchmarks for serial and at least one parallel version of your project code.

  • Analyze and explain the weak and strong scalings of your project code.

• Readings / Discussions

  • Describe benefits of build or workflow management systems

Lab

Lab 9: Reproducibility: Packages, Environments, Containers & the Cloud (due Nov 14)

• Exercise 1: Create a Julia Package

• Exercise 2: Use a Workflow management system

• Exercise 3: Reflect on your Goals for the semester

Readings

• Best Practices for Scientific Computing: (Sec 2; yes, let's all read it again!)

• Best Practices for Scientific Computing: (Reference list on last page, just in case you didn't notice it before!)

Additional Resources

• Week 12: Class Discussion: Build Systems, Parallel Random Number Generators, Autodiff on GPUs, Priorities for Scientific Computing