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Source code of paper "Machine Learning for Load Balancing in the Linux Kernel"

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Source code of paper "Machine Learning for Load Balancing in the Linux Kernel"

Prerequisites:

Dump load balance data:

sudo ./dump_lb.py -t tag --old

use --old with original kernel without test flag

Automated training and evaluation:

cd training
./automate.py -t tag1 tag2 tag3... -o model_name

Preprocessing: training/prep.py

Training: training/keras_lb.py

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Source code of paper "Machine Learning for Load Balancing in the Linux Kernel"

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  • C 56.6%
  • Python 43.1%
  • Makefile 0.3%