Cloud infrastructure is widely adopted by organizations globally to manage extensive datasets efficiently. Optimizing storage is crucial for maximizing the performance of cloud infrastructure. Data deduplication is a key optimization technique that identifies duplicate objects, ensuring unique data copies are stored in the cloud. While various deduplication schemes exist, improving efficiency in cloud storage demands innovative approaches. Further research is needed to improve the deduplication process with hybrid approaches.