This lecture covers the concept of computing p-norm for a given vector using parallel programming in Scala. Starting with the sequential solution to the sumSegment problem, the instructor demonstrates how to split the sum into two parts and execute them in parallel. The lecture also explores processing multiple array segments concurrently, recursive algorithms for unbounded threads, the signature of the parallel control structure, and the impact of hardware architecture on performance.