CADS applies reinforcement learning to dynamically schedule memory requests in multicore processors, reporting 20% better CPI on mixed PARSEC benchmarks and 16% on SPEC 2006.
al., Coordinated Manageme nt of Multiple Interacting Resources in Chip Multiprocessors: A Machine Learning Approach
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CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers
CADS applies reinforcement learning to dynamically schedule memory requests in multicore processors, reporting 20% better CPI on mixed PARSEC benchmarks and 16% on SPEC 2006.