CILP: An Arbitrary-bit Precision All-digital Compute-in-memory Solver for Integer Linear Programming Problems

Integer Linear Programming (ILP) is an NP-complete combinatorial optimization problem (COP), suggesting that it is computationally challenging to solve due to its exponentially increased operations with scaling. As shown in Fig. 1, The ILP is relevant in various real-world scenarios such as computat...

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Vydáno v:	Proceedings of the Custom Integrated Circuits Conference s. 1 - 2
Hlavní autoři:	Yang, Mengtian, Wang, Yipeng, Xie, Shanshan, Lo, Chieh-Pu, Wang, Meizhi, Oruganti, Sirish, Sehgal, Rishabh, Kulkarni, Jaydeep P.
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 21.04.2024
Témata:	Common Information Model (computing) Computer architecture In-memory computing Integer linear programming Linear programming Microprocessors Software algorithms
ISSN:	2152-3630
On-line přístup:	Získat plný text
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