Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The conjugate gradient (CG) is one of the most widely used iterative methods for solving systems of linear equations. Hover, parallelizing CG for large sparse systems is difficult due to the inherent irregularity in memory access pattern.  propose a novel processor architecture for the sparse conjugate gradient method. The architecture consists of multiple processing elements and memory banks, and is able to compute efficiently both sparse matrix-vector multiplication, and other dense vector operations. A Benes permutation network with an optimised control scheme is introduced to reduce memory bank conflicts without expensive logic.  describe a heuristics for offline scheduling, the effect of which is captured in a parametric model for estimating the performance of designs generated from our approach.
['Gary Chun Tak Chow', 'Paul Grigoras', 'Pavel Burovskiy', 'Wayne Luk']
I am writing a research paper on a idea An efficient sparse conjugate gradient solver using a Beneš permutation network
[{"from": "human", "value": "I am writing a research paper on a idea An efficient sparse conjugate gradient solver using a Bene\u0161 permutation network"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The conjugate gradient (CG) is one of the most widely used iterative methods for solving systems of linear equations. Hover, parallelizing CG for large sparse systems is difficult due to the inherent irregularity in memory access pattern.  propose a novel processor architecture for the sparse conjugate gradient method. The architecture consists of multiple processing elements and memory banks, and is able to compute efficiently both sparse matrix-vector multiplication, and other dense vector operations. A Benes permutation network with an optimised control scheme is introduced to reduce memory bank conflicts without expensive logic.  describe a heuristics for offline scheduling, the effect of which is captured in a parametric model for estimating the performance of designs generated from our approach."}]