student Profile -

Year/Sem	Course Name	Course Code	Credit
2017/2nd	Machine learning	CS615/CS415	4
2017/2nd	Parallel Algorithm	CS501	4
2017/2nd	Network flow optimization	CS	2

Title: I/O efficient Lanczos Algorithm for Sparse Matrix

Start Date: 2017-07-30
Status: Working on
Supervisor: Dr. Sraban Kumar Mohanty

Descriptiion: Lanczos algo is used to generate sparse matrix into tridiagonal matrix to calculate eigenvalue and eigenvector of sparse matrix. Lanczos algorithm have one major operation that is Sparse Vector Multiplication(SpMV), here Lanczos algo is iterative process, So SpMV is calling in every iteration, So our task is to reduce I/O complexity of SpMV sub problem of Lanczos algo. using different sparse storage format.