The Linear Algebra Mapping Problem and How Programming Languages Solve It

The Linear Algebra Mapping Problem and How Programming Languages Solve It

Explore the Linear Algebra Mapping Problem (LAMP) and its solutions in programming languages through this seminar talk by Prof. Paolo Bientinesi from Umeå University. Delve into the challenges of utilizing high-performance linear algebra libraries and the complexities of decomposing matrix operations. Examine how languages like Matlab, Python, R, and C++ address LAMP, enhancing user productivity but often falling short in performance optimization. Gain insights into the future of high-performance computing and automatic algorithm generation for matrix and tensor operations.