Write operations on main memory comprise predicting a last write in a dirty cache line. The predicted last write indicates a predicted pattern of the dirty cache line before the dirty cache line is evicted from a cache memory. Further, the predicted pattern is compared with a pattern of original data bits stored in the main memory for identifying changes to be made in the original data bits. Based on the comparison, an optimization operation to be performed on the original data bits is determined. The optimization operation modifies the original data bits based on the predicted pattern of a last write cache line before the last write cache line is evicted from the cache memory.