Thanks for the great session. What are the advantages of converting the network data into images (i.e protocol time series graph) and feeding those images to CNN? Because it involves the overhead of converting the data into images. Can we not directly work on network data instead of converting it into images?
Hi raj we can definitely work with the network data because what u r trying to convert is the given data itself. But generally its easy to understand the image rather than a text even for our human brain. Similarly the CNN can give better insights in the data by visualizing rather than just looking at the data in a tabular form. You can definitely apply ML on the data itself but the decision making might vary but we are very much sure that my understanding the image Data CNN will definitely Produce a better decision.
insightful presentation 💡
good guide
Are there any information about the Score Layer in this talk? thanks!
Thanks for the great session.
What are the advantages of converting the network data into images (i.e protocol time series graph) and feeding those images to CNN? Because it involves the overhead of converting the data into images. Can we not directly work on network data instead of converting it into images?
Hi raj we can definitely work with the network data because what u r trying to convert is the given data itself. But generally its easy to understand the image rather than a text even for our human brain. Similarly the CNN can give better insights in the data by visualizing rather than just looking at the data in a tabular form. You can definitely apply ML on the data itself but the decision making might vary but we are very much sure that my understanding the image Data CNN will definitely Produce a better decision.
V. Good application....
Can we get ppts as download...