Genetic Improvement of Last Level Cache

Created by W.Langdon from gp-bibliography.bib Revision:1.8620

@InProceedings{langdon:2024:EuroGP,

• author = "William B. Langdon and David Clark",
• title = "Genetic Improvement of Last Level Cache",
• booktitle = "EuroGP 2024: Proceedings of the 27th European Conference on Genetic Programming",
• year = "2024",
• editor = "Mario Giacobini and Bing Xue and Luca Manzoni",
• volume = "14631",
• series = "LNCS",
• pages = "209--226",
• publisher = "Springer Verlag",
• address = "Aberystwyth",
• month = "3-5 " # apr,
• organisation = "EvoStar, Species",
• keywords = "genetic algorithms, genetic programming, genetic improvement, SBSE, parallel computing, automatic code optimisation, L3: Poster",
• isbn13 = "978-3-031-56957-9",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/langdon_2024_EuroGP.pdf",
• URL = "https://rdcu.be/dD81G",
• DOI = "10.1007/978-3-031-56957-9_13",
• data_url = "https://github.com/wblangdon/vips",
• size = "19 pages",
• abstract = "With increasing reliance on multi-core parallel computing performance is evermore dominated by interprocessor data communication typically provided by last level cache shared between CPUs. In an 8 core 3.6 GHz desktop, the Magpie parameter tuning genetic improvement (GI) system was able to reduce L3 cache access (load + stores) four fold on an existing open source 7000 line C PARSEC parallel computing VIPS image benchmark.",
• notes = "Part of \cite{Giacobini:2024:GP} EuroGP'2024 held in conjunction with EvoCOP2024, EvoMusArt2024 and EvoApplications2024",

}

Genetic Programming entries for William B Langdon David Clark

Citations