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BigDL PPML VFL User Guide
Deployment
SGX
FL Server is protected by SGX, please see PPML Prerequisite to get SGX environment ready.
FL Server
You could set configurations of FL Server by editting ppml-conf.yaml
Configuration
clientNum
an integer, the total client number of this FL application
serverPort
an integer, the port used by FL Server
privateKeyFilePath
a string, the file path of TLS private key
certChainFilePath
a string, the file path of TLS certificate chain
Start
You can run FL Server in SGX with the following command:
docker exec -it YOUR_DOCKER bash /ppml/trusted-big-data-ml/work/start-scripts/start-python-fl-server-sgx.sh -p 8980 -c 2
You can also set port with -p and set client number with -c while the default settings are port=8980 and client-num=2.
Programming Guide
Once the FL Server deployment is ready, you can write the client code and start your FL application.
You could see the examples in overview for basic usages of the APIs.
You could check API Doc for more details.