曲线数据压缩算法研究与应用

Study and Application of a Curve Data Compression Algorithm

在数据分析软件中,随着数据量的增加,导致数据分析的难度增加,制约了软件系统性能的进一步提高。在分析了以往数据压缩算法的基础上,提出了一种改进的数据压缩算法,通过该算法对数据进行压缩,可以保证高压缩比和低失真率参数,压缩后的数据量远远小于数原始数据量,从而可以有效的降低分析软件后续的工作量,提高分析软件的性能,尤其在数据量大和实时性要求比较高的应用中,该算法的优点更加突出。

An increase of dada makes data analysis difficult and the systems improvement in performance is hence limited.This paper puts forward an improved data compression algorithm on the basis of researching former algorithms.This algorithm can efficiently compress data,reduce the workload of the system and improve its performance especially in dealing with mass data and real-time applications.