15 citations · 25 across the 5 of their papers we have counts for
5 papers
Efficient Realization of Givens Rotation through Algorithm-Architecture Co-design for Acceleration of QR Factorization
Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay +4
We present efficient realization of Generalized Givens Rotation (GGR) based QR factorization that achieves 3-100x better performance in terms of Gflops/watt over state-of-the-art r…
Achieving Efficient Realization of Kalman Filter on CGRA through Algorithm-Architecture Co-design
Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay +3
In this paper, we present efficient realization of Kalman Filter (KF) that can achieve up to 65% of the theoretical peak performance of underlying architecture platform. KF is real…
Efficient Realization of Householder Transform through Algorithm-Architecture Co-design for Acceleration of QR Factorization
Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay +3
We present efficient realization of Householder Transform (HT) based QR factorization through algorithm-architecture co-design where we achieve performance improvement of 3-90x in-…
Accelerating BLAS on Custom Architecture through Algorithm-Architecture Co-design
Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay +3
Basic Linear Algebra Subprograms (BLAS) play key role in high performance and scientific computing applications. Experimentally, yesteryear multicore and General Purpose Graphics P…
Accelerating BLAS and LAPACK via Efficient Floating Point Architecture Design
Farhad Merchant, Anupam Chattopadhyay, Soumyendu Raha +2
Basic Linear Algebra Subprograms (BLAS) and Linear Algebra Package (LAPACK) form basic building blocks for several High Performance Computing (HPC) applications and hence dictate p…