Thanks for detailed ideas.My system is not slower.Performance of the system is good.We dont have option to buy new SSDs.
However I have tried with the code change that you suggested. There was an improvement of 8 minutes compared to earlier code.I donot know how to use the another approach splitting into multiple chunks.

Thanks again for your time!!