Analyzed the performance degradation of HDFS caused by interaction-intensive tasks.

Designed a two-layer structure to improve the performance of handling I/O request.

Integrated caches to reduce the overhead of accessing interaction-intensive files.

Developed a PSO-based storage allocation algorithm to improve the I/O throughput.

Designed a set of experiments to evaluate the performance of the proposed methods.