ns3-fl-sim-bridge

Properties in config.json in fl-sim project folder

Available datasets

DataSet has hard setup in wifi_exp/fl-server.cc

• CIFAR-10
• FashionMNIST
• MNIST

Available Algorithm

You can configure a number of round to go and limit to a certain target accuracy.

• FedAvg
• FedAsync

Clients

You can instantiate an indefinite number of clients but they are all of the same type. You choose a number of selected clients per Fed round playing on distribution and selection

• Raspberry Pi 4
• Raspberry Pi 400

Network

Communication has only star topology implemented.Communication has only star topology implemented. You can play on link :

• type : ethernet / wifi
• speed : min / max / standard deviation

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fl-sim Server Attributes

You can find those attributes in wifi_exp/fl-server.cc

• Data Rate : The data rate in on state (default = 1b/s)
• Local : The Address on which to Bind the rx socket (default = Handled by ns3)
• Protocol : The type id of the protocol to use for the rx socket (default = UDP)
• MaxPacketSize : The maximum packet size to send to client
• Async : Decide if client-server communication is asynchronous (default = false)
• BytesModel : Number of bytes in model
• TimeOffset : Time offset to add to simulation time reported

TODO Server

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fl-sim Client Attributes

You can find those attributes in wifi_exp/fl-client-application.cc

• Data Rate : The data rate in on state (default = 500kb/s)
• MaxPacketSize : The maximum packet size to send to client
• BytesModel : Number of bytes in model
• BytesSent : Number of bytes sent from Client
• BytesReceived : Number of bytes received from server
• BeginDownLink : Time when client start receiving model from server
• EndDownLink : Time when client finish receiving model from server

TODO Client