The existing suffix array-based sliding window compression algorithms are inefficient since they will rebuild suffix array for dictionary window after each sliding window. To solve the problem, after analyzing the characteristics of the suffix array in sliding window, a new method of building a suffix array is proposed. Based on the new method, the suffix array just need be rebuilt partly during the execution of the algorithm which makes the efficiency of the presented algorithm improved, and meantime, the ...