Search Results - masudul+quraishi

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High Performance Computing Framework for Accelerating Sparse Cholesky Factorization on FPGAs
­Solving large symmetric sparse linear systems using sparse Cholesky factorization plays a pivotal role in many scientific computing and high-performance computing (HPC) applications. The existing computational solutions to sparse Cholesky factorization based on CPUs and GPUs suffer from very limited performance for to two primary reasons. First,...
Published: 2/23/2023   |   Inventor(s): Erfan Bank Tavakoli, Fengbo Ren, Michael Riera, Masudul Quraishi
Keywords(s): Algorithm Development, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science
Framework for Extreme-Scale Heterogeneous High-Performance Computing (HPC)
In recent years, new accelerator choices for heterogeneous HPC have emerged, such as field-programmable gate arrays (FPGAs, considered as reconfigurable accelerators) and tensor processing units (TPUs, considered as domain-specific accelerators). Although these options offer flexible or customized hardware architectures with excellent capabilities for...
Published: 2/23/2023   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s): Networks, IT, Software and Communication, Performance Optimization, PS-Computing and Information Technology, Software
Category(s): Physical Science, Computing & Information Technology