Better Algorithm

A constructive development on the previous work named as Towards Low-Cost workload distribution...(paper)

The algorithm optimizes the incoming load from both green and brown sources. Prioritizing green energy usage as much as possible, the algorithm cares upon load balancing of those energy sources resulting cost effective and economic energy saving.

• Saved energy helps not only our environment but also the rapid industrialization with minimal cosings.

• The energy_dataset.csv.zip has the actual dataset upon which the attached paper is related.

Findings:

Here in v0_out_day.txt file contains the day wise outputs of the better_algo_v0.ipynb code. Andv1_out_day.txt file contains the day wise outputs of the better_algo_v1.ipynb code.

Comparing them we can find many insights.

Difference between better_algo_v0.ipynb and better_algo_v1.ipynb

As the name suggests, better_algo_v1.ipynb is the later version of the work which has the better solution. Again, many edge cases were untouched in better_algo_v0.ipynb but addressed properly in better_algo_v1.ipynb.

Thank you