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Search Results - michael+riera
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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