Swarm

Simulator for opportunistic federated learning

This simulator is no longer maintained. Please refer to a more scalable version of this simulator.

Dependencies

This repo is tested with python3. Packages such as tensorflow, numpy and matplotlib is required to run this package. To bulk install the dependencies,

pip3 install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 196 Commits
active-semi-supervised-clustering		active-semi-supervised-clustering
configs		configs
controlled_exp		controlled_exp
dashboard		dashboard
dashboard_server		dashboard_server
device		device
dist_swarm		dist_swarm
encounter_data		encounter_data
grpc_components		grpc_components
leaf		leaf
pretrained		pretrained
qkeras		qkeras
tests		tests
utils		utils
.DS_Store		.DS_Store
.gitignore		.gitignore
Dockerfile		Dockerfile
Dockerfile_server		Dockerfile_server
README.md		README.md
__init__.py		__init__.py
cfg_utils.py		cfg_utils.py
cli_10_test.csv		cli_10_test.csv
clients.py		clients.py
data_process.py		data_process.py
draw_graph.py		draw_graph.py
droppcl_swarm.py		droppcl_swarm.py
droppcl_swarm_driver.py		droppcl_swarm_driver.py
dsd.log		dsd.log
dynamo_db.py		dynamo_db.py
example-iam-policy.json		example-iam-policy.json
fig2.pdf		fig2.pdf
get_dataset.py		get_dataset.py
get_device.py		get_device.py
get_model.py		get_model.py
get_models.py		get_models.py
get_optimizer.py		get_optimizer.py
laq.py		laq.py
lcd.log		lcd.log
model_distance.py		model_distance.py
model_weight_utils.py		model_weight_utils.py
models.py		models.py
nohup.out		nohup.out
requirements.txt		requirements.txt
run_bulk.sh		run_bulk.sh
run_server.sh		run_server.sh
simulate.sh		simulate.sh
simulate_levy.py		simulate_levy.py
simulate_random.py		simulate_random.py
svh.log		svh.log
swarm.py		swarm.py
swarm_driver.py		swarm_driver.py
swarm_utils.py		swarm_utils.py
thread_test.py		thread_test.py

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