Hacker Newsnew | past | comments | ask | show | jobs | submitlogin

I don't know how deep call stacks go (and also separately don't know if I am allowed to quote stats like that) but people tend to not do points-to with k higher than 2 or 3 because it explodes the whole graph


IIRC the complexity of k-CFA is exponential in k, which is not great. There’s another version called m-CFA; I don’t remember exactly what it does differently, but it doesn’t blow up exponentially


Yes, the time complexity of m-cfa is polynomial.

See https://arxiv.org/pdf/1311.4231

I'll borrow a few choice pieces from the paper to try to explain why.

The main difference is that:

k-cfa is sensitive to the last k calls.

m-cfa is sensitive to the top m stack frames.

This turns out not equivalent: with k=1 vs m=1: a program where main calls a calls b. in k-cfa, the context will be the call to b. in m-cfa, the context will be the call to a.

How m-cfa came about and why it works:

k-CFA is EXPTIME-complete (so no polynomial algorithm can exist).

However, it was observed that there are plenty of provably k-cfa equivalent points-to for OO languages that ran in provably polynomial time (and none for functional languages). Diving into this caused folks to discover the difference between objects and closures matters a lot to the time-bounds, and led to the formulation of m-cfa.

Space complexity was never as much an issue as time complexity was, due to BDD's and other things.




Consider applying for YC's Summer 2026 batch! Applications are open till May 4

Guidelines | FAQ | Lists | API | Security | Legal | Apply to YC | Contact

Search: