As technology rapidly progresses, so too have database systems evolve to meet the ever-increasing demands for scalability. One notable trend is the rise of cloud-based databases, offering enhanced flexibility and cost optimization. Additionally, new technologies such as time-series databases are surging in popularity, catering to specific use cases