Hardness of comparing two run-length encoded strings

In this paper, we consider a commonly used compression scheme called run-length encoding. We provide both lower and upper bounds for the problems of comparing two run-length encoded strings. Specifically, we prove the 3sum-hardness for both the wildcard matching problem and the k$k$-mismatch problem with run-length compressed inputs. Given two run-length encoded strings of m$m$ and n$n$ runs, such a result implies that it is very unlikely to devise an o(mn)$o\left(mn\right)$-time algorithm for either of them. We then present an inplace algorithm running in O(mnlogm)$O(mnlogm)$ time for their combined problem, i.e. k$k$-mismatch with wildcards. We further demonstrate that if the aim is to report the positions of all the occurrences, there exists a stronger barrier of Ω(mnlogm)$\Omega (mnlogm)$-time, matching the running time of our algorithm. Moreover, our algorithm can be easily generalized to a two-dimensional setting without impairing the time and space complexity.