Data Compression

Data compression is a technology that reduces the amount of storage space required for data through algorithms without losing critical information. It aims to improve data transmission efficiency and storage utilization, reducing storage costs. For time series data, data compression is particularly important as it can effectively handle large-scale, high-frequency data streams, supporting real-time analysis and long-term archiving. In fields such as the Internet of Things (IoT), financial analysis, and industrial monitoring, the application of data compression has significantly enhanced system performance and reliability.