This is to certify that the article

Optimizing Data Processing Efficiency in Big Data: Advanced MapReduce Algorithm Innovations

authored by

Hirenkumar Thakor, Mayuri M. Rajpara

has undergone peer review and has been officially published in accordance with the Journal’s editorial standards in

International Journal of Data Structure Studies