I’m in charge of some applications that manage many TB of images. We’ve found that storing file paths in the database to be best. There are a couple of issues: database storage is usually more expensive than file system storage you can super-accelerate file system access with standard off the shelf products for example, many web servers … Read more
Edit: The question was a little confusing, so I’m answering it two different ways. OS-level threads vs Green Threads For clarity, I usually say “OS-level threads” or “native threads” instead of “Kernel-level threads” (which I confused with “kernel threads” in my original answer below.) OS-level threads are created and managed by the OS. Most languages … Read more
The biggest difference between the models you’re building from a “features” point of view is that Naive Bayes treats them as independent, whereas SVM looks at the interactions between them to a certain degree, as long as you’re using a non-linear kernel (Gaussian, rbf, poly etc.). So if you have interactions, and, given your problem, … Read more
Here’s a proof by contradiction: Let’s say that a function f(n) = n(log n)(log n). Assume that we think it’s also Θ(n log n), theta(n log n), so in other words there is an a for which f(n) <= a * n log n holds for large n. Now consider f(2^(a+1)): f(2^(a+1)) = 2^(a+1) * log(2^(a+1)) * log(2^(a+1)) = 2^(a+1) * log(2^(a+1)) * (a+1), … Read more
In this context a driver program is just a program that uses the class or algorithm that you’re developing. It’s primarily used for testing your code while you develop it.
Can someone provide a straightforward (but not simpler than possible) explanation of a transaction as applied to computing (even if copied from Wikipedia)?
Here’s the briefest explanation: A Turing Complete system means a system in which a program can be written that will find an answer (although with no guarantees regarding runtime or memory). So, if somebody says “my new thing is Turing Complete” that means in principle (although often not in practice) it could be used to … Read more