Simultaneous Solving of Batched Linear Programs on a GPU

international conference on performance engineering, pp. 59-66, 2019.

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Abstract:

Linear Programs (LPs) appear in a large number of applications. Offloading the LP solving tasks to a GPU is viable to accelerate an application's performance. Existing work on offloading and solving an LP on a GPU shows that performance can be accelerated only for large LPs (typically 500 constraints, 500 variables and above). This paper ...More

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