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cs.DC2025
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…
cs.DC2024
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…
cs.DC2024
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…