One of the most powerful ways to visualize computer system behavior is the Control Chart. Originally used in Mechanical Engineering, it has become one of the main Six Sigma tools to optimize business processes, and after some adjustments it is used in IT Capacity Management area especially in “behavior learning” or “anomaly detection” products.
During the workshop the following topics will be discussed:
The class includes a live demonstration of Excel to build different types of control charts against real performance data. Students will be provided the data in spreadsheets and will build Control Charts themselves even with their own data. Finally, they will be able to run an R-script to build a Control Chart based on input CSV data using AWS cloud R server which they could built themselves by provided instructions.