Overview
What this challenge is about.
Your task is to formulate an integer programming model to select the number of reserved instances (each type: compute, memory, storage) and allocate on-demand instances monthly. Reserved instances have a fixed annual cost; on-demand have a per-hour cost. Demand for each instance type is given for each month. Success means finding the optimal mix that minimizes total cost and providing a break-even analysis comparing to all-on-demand strategy.
The Brief
What you'll do, and what you'll demonstrate.
Minimize total annual cloud cost by choosing the number of reserved instances and monthly on-demand allocations.
Earning criteria — what you'll demonstrate
- Formulate a multi-period integer program with fixed-charge costs
- Solve using branch-and-bound (via solver) and interpret results
- Analyze trade-offs between commitment and flexibility
- Communicate optimization results to non-technical stakeholders
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
Careers
Roles this prepares you for.
Real titles. Real skill bridges. Pick the one closest to your trajectory.