Effect Summaries for Thread-Modular Analysis

• https://link.springer.com/chapter/10.1007%2F978-3-319-66706-5_9

Concurrent programs, thread-modular reasoning, effect summary, unbounded concurrency, dynamic lockless data structures.

We propose a novel guess-and-check principle to increase the efficiency of thread-modular verification of lock-free data structures. We build on a heuristic that guesses candidates for stateless effect summaries of programs by searching the code for instances of a copy-and-check programming idiom common in lock-free data structures. These candidate summaries are used to compute the interference among threads in linear time. Since a candidate summary need not be a sound effect summary, we show how to fully automatically check whether the precision of candidate summaries is sufficient. We can thus perform sound verification despite relying on an unsound heuristic. We have implemented our approach and found it up to two orders of magnitude faster than existing ones.