Swift Machine Learning Model Serving Scheduling: A Region Based Reinforcement Learning Approach

This is the code published for the paper "Swift Machine Learning Model Serving Scheduling: A Region Based Reinforcement Learning Approach"

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
tensorflow		tensorflow
tensorflow_serving		tensorflow_serving
tf_models		tf_models
tools		tools
.gitignore		.gitignore
.gitmodules		.gitmodules
AUTHORS		AUTHORS
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
RELEASE.md		RELEASE.md
WORKSPACE		WORKSPACE
cal_memory_util.sh		cal_memory_util.sh
compile_serving.sh		compile_serving.sh
inception_gpu_batch_latency_exhaustive_search_and_analysis.py		inception_gpu_batch_latency_exhaustive_search_and_analysis.py
inception_latency_Q_network_mixed_changed_environment.py		inception_latency_Q_network_mixed_changed_environment.py
inception_latency_exhaustive_search_and_analysis.py		inception_latency_exhaustive_search_and_analysis.py
inception_latency_single_run.py		inception_latency_single_run.py
interarrival_time_generated.npy		interarrival_time_generated.npy
interarrival_time_generated.txt		interarrival_time_generated.txt
number_of_request.txt		number_of_request.txt
run_test.sh		run_test.sh

lengjia/RRL