Big Data

Description

1. Java ü
2. python
3. c

BigData Individual assignment 1 Ivan Anikin October 2024 1 Introduction Matrix multiplication is a fundamental operation in many fields of scientific computing, ML, and data analysis. Efficiency of matrix multiplication can vary significantly depending on the programming language, algorithm, and hardware environment used. In this assignment, I compare the performance of matrix multiplication across three programming languages—Python, C, and Java—using both intuitive approaches and optimized algorithms. 2 Performance comparison Metric Python C Java Execution time 0.001007 s 0.000000 s 0.000000 s Memory usage 15.41 MB 4.44 MB 24 MB CPU usage 0.093750 s 0.031250 s 0.062000 s Matrix size: 16×16 Metric Python C Java Execution time 0.481757 s 0.015628 s 0.032000 s Memory usage 17.48 MB 4.964 MB 25 MB CPU usage 0.578125 s 0.046875 s 0.062000 s