Resource Allocation Testing -- Denodo

Define the test scenario:

Clearly define the test scenario, including:

1. data sources

2. number of concurrent users

3. queries that will be run during the test.

   1. join

      1. from 1 source

      2. from federated sources

   2. filter

      1. from oracle

      2. from aws

   3. api get

   4. tableau testing
      
      

Prepare the test environment:
Set up the test environment by configuring the data sources, creating the virtual database, and configuring the necessary connections.

Run the test:
Use a tool Apache JMeter to simulate the specified number of concurrent users running the specified queries. Monitor the performance of the system during the test, including CPU and memory usage, response times, and any errors that may occur.

Analyze the results:
Analyze the results of the test, including:

1. response times

2. errors

3. resource usage

   1. CPU Load

   2. Memory

   3. Swap
      
      
      

Identify any bottlenecks or areas of improvement:

Repeat the test:
Repeat the test with different configurations or under different conditions to ensure that the system can handle a variety of scenarios.

1. Hardware

   1. M4

   2. M5

2. Memory

   1. 8GB

   2. 16GB

   3. 32GB
      
      

Document the results:
Document the results of the test

1. issues or problems that were encountered

2. improvements that were made to the system.
   
   

Use the results to improve the system:

1. Use the results of the test to improve the performance and scalability of the system

2. identify and fix any issues that were discovered during the test.