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Thursday, March 25, 2021

SEDS based "CLOUD RESOURCES WORKLOAD PROFILING"

Based on SEDS method the workload profiling of main cloud objects (AWS EC2, RDSand  EBS) are implemented at my current work. 

Next Tuesday 3/30 at 12:30 pm EST I will be sharing my experience of building and using this method at the Data Centers and Cloud Infrastructure virtual CMG.org conference. You are welcome! The topic of the presentation is "CLOUD RESOURCES WORKLOAD PROFILING"

ABSTRACT: How to be sure a cloud object’s (e.g, AWS EC2, RDS or EBS) workload fits the rightsized resources (Compute, RAM, IO/s and Network traffic)? It is very difficult to do using raw system performance data from monitoring tools. The best way to do that is using a weekly workload profile, which is a graphical visualization in form of MASF IT-Control chart. This chart shows the stability of the workload, reveals the anomalies that happened recently, such as run-away, memory leaks or specifically important for cloud objects, the unusual number of hours the object is down all compared with the usual weekly pattern.

This presentation will describe how to build, read, and use workload profiles using real data examples and demonstrates how cloud capacity scaling could be verified.