I implemented a new cloud scheduling algorithm in cloudSim, my algorithm is useful for big data analysis, now I want to test my algorithm and compare it to other scheduling methods. are there any standard cloudSim parameters to compare different algorithms?
Can I use any datesets?
Dear Ali,
You can utilize some popular scientific workflows and compare their results with the other strategies.
The parameters that you'd like to use as criteria to compare the results, depend on the goals you have considered in your approach. For example load balancing, execution time and etc.
Regards,
Amirmohammad
Dear,
There is no standard data set to be tested in an environments like cloud. However, since you are implemented your algorithm to suit big data, I do believe that you have to use a benchmark application like "Montage" as a data set and then compare your results with other algorithms which used the same benchmark.
Dear audai
As i told, the ClodSIm has been used. Therefor i simulate my algiritm with a simulator. If i imlemented my idea in a real cloud environment then i could use that kind of benchmarks. But in cloudSim, every thing is changing parameters.
Dear,
Try the real data set provided by google, You can find it on Cloud.google.com .
Go to Google storage for developers and search there please ..
Regards.
Sure, with pleasure.
Find attached the details of this data set ( address, format, etc .. )
Regards
- Badges
- Science topic
- Similar topics
- Psychology
- Mental Processes
- Learning