Communication dependency overhead becomes the biggest obstacle that facing the parallelizing loops containing loop-carried dependencies such us DOACROSSloop. Although of a substantial researcheshad been devoted tothis field, the problem still far from solved.This work introducesa FastForward circular lock-free queue algorithm to communicate the dependency between DOACROSS loop iterations. Instead of giving each iteration of DOACROSS loopto thread as in the original methods, group of iterations will be given to each thread. So to ensure correct results, the dependence between threads must be respected and for parallelism to be effective, the overhead on core-to-core communication must be as low as possible. Experimental results are implemented onIntel Core i7 processor that has4GB RAM running SUSE operating system show performance improvements of the proposed DOACROSSapproach. An evaluation of this technique on fourprograms with a range of dependence patterns lead to ? 0.9 speedup