LCT-DER: Learning Classifier Table with Dynamic-Sized Experience Replay for Run-time SoC Performance-Power Optimization

Author:

Surhonne Anmol1ORCID,Maurer Florian1ORCID,Wild Thomas1ORCID,Herkersdorf Andreas1ORCID

Affiliation:

1. Chair of Integrated Systems, Technical University of Munich, Munich, Germany

Publisher

ACM

Reference11 articles.

1. Martin V Butz , Tim Kovacs , Pier Luca Lanzi , and Stewart W Wilson . 2001 . How XCS evolves accurate classifiers . In Proceedings of the Third Genetic and Evolutionary Computation Conference (GECCO-2001) . Martin V Butz, Tim Kovacs, Pier Luca Lanzi, and Stewart W Wilson. 2001. How XCS evolves accurate classifiers. In Proceedings of the Third Genetic and Evolutionary Computation Conference (GECCO-2001).

2. SOSA

3. Jiri Gaisler , Edvin Catovic , Marko Isomaki , Kristoffer Glembo , and Sandi Habinc . 2007. GRLIB IP core user's manual. Gaisler research ( 2007 ). Jiri Gaisler, Edvin Catovic, Marko Isomaki, Kristoffer Glembo, and Sandi Habinc. 2007. GRLIB IP core user's manual. Gaisler research (2007).

4. MiBench: A free, commercially representative embedded benchmark suite

5. An overview of LCS research from 2021 to 2022

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. XCS with dynamic sized experience replay for memory constrained applications;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. LCT-TL : Learning Classifier Table (LCT) with Transfer Learning for runtime SoC performance-power optimization;2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC);2023-12-18

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