272 citations · 622 across the 35 of their papers we have counts for
6 papers · 1 filter
Rethinking Sparse Formats for RISC-V: A Hierarchical Approach to High-Performance SpMV
Anna Pirova, Anastasia Vodeneeva, Konstantin Kovalev +7
The sparse matrix-vector multiplication (SpMV) algorithm is a fundamental computational kernel of linear algebra and serves as a building block for numerous applications, primarily…
Performance optimization of BLAS algorithms with band matrices for RISC-V processors
Anna Pirova, Anastasia Vodeneeva, Konstantin Kovalev +5
The rapid development of RISC-V instruction set architecture presents new opportunities and challenges for software developers. Is it sufficient to simply recompile high-performanc…
Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors
Evgeny Kozinov, Evgeny Vasiliev, Andrey Gorshkov +4
The emergence and rapid development of the open RISC-V instruction set architecture opens up new horizons on the way to efficient devices, ranging from existing low-power IoT board…
Improved vectorization of OpenCV algorithms for RISC-V CPUs
V. D. Volokitin, E. P. Vasiliev, E. A. Kozinov +5
The development of an open and free RISC-V architecture is of great interest for a wide range of areas, including high-performance computing and numerical simulation in mathematics…
Black-Scholes Option Pricing on Intel CPUs and GPUs: Implementation on SYCL and Optimization Techniques
Elena Panova, Valentin Volokitin, Anton Gorshkov +1
The Black-Scholes option pricing problem is one of the widely used financial benchmarks. We explore the possibility of developing a high-performance portable code using the SYCL (D…
Co-design of a particle-in-cell plasma simulation code for Intel Xeon Phi: a first look at Knights Landing
Igor Surmin, Sergey Bastrakov, Zakhar Matveev +3
Three dimensional particle-in-cell laser-plasma simulation is an important area of computational physics. Solving state-of-the-art problems requires large-scale simulation on a sup…