Grace Liu6:14
Yes, absolutely true. I probably can expand it in two ways. And the first is, I would say the perfect solution never exists. We IT professionals, our job is always to find the fine balance between a number of factors. It could be technology, it could be cost, it could be time to customer because timing is also of extreme importance. And those three components, those three factors constantly change. So I'll give an example: many companies at the very beginning they really like cloud computing because it gives the technology and it gives you the speed to deploy, but very quickly they realized cost starts to become prohibitive, very very expensive, especially when your data grows to multiple petabytes. Then you realize there is a hidden cost, you have to pay enormous amount of money to do egress cost. Then you have to chase and find the next fine balance between those three things. So the perfect solution never exists. The second point I want to bring up is something new because the world we are living in, we have a data explosion. Data explosion not just about the volume of data, it's really the variety of workloads, different type of data jobs you have to run. And in that case you have many many options. So I give you a very specific example: many many years ago there was no big data platform at that time, the only option you have is to dump your data, run the workflows on the same relational database platform. Moving forward now, we want to move those workloads to a big data platform, to the cloud or other on-prem solutions. But then it's very interesting: you always find a 10, or even though a minority may not be 10 but a minority, they actually really love what they used to have because what they used to have, the relational database, gives them the performance, even though it doesn't handle that kind of big volume. So again, when you do simplification, you have to look at all your constituents, your customers. Some may really love the new solution, give them. Some may really find those are the unique corner cases, they really like what they used to have. So you really have to think about all your customers. What is the right solution, the word is not very perfect, what is the right solution for every use case.