GreenMalloc applies NSGA-II with a rand_malloc proxy to discover allocator configurations that reduce average heap usage by up to 4.1% across workloads when evaluated in gem5, with no runtime penalty and a 0.25% efficiency gain.
In: UKCI (2025),https://gpbib.cs.ucl.ac.uk/gp-html/Langdon_2025_UKCI.html
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GreenMalloc: Allocator Optimisation for Industrial Workloads
GreenMalloc applies NSGA-II with a rand_malloc proxy to discover allocator configurations that reduce average heap usage by up to 4.1% across workloads when evaluated in gem5, with no runtime penalty and a 0.25% efficiency gain.