xgboost

Hendrik/xgboost

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Commit Graph

Author	SHA1	Message	Date
Rong Ou	a8255ea678	Add an in-memory collective communicator (#8494 )	2022-12-01 00:24:12 +08:00
Rong Ou	ad3bc0edee	Allow insecure gRPC connections for federated learning (#8181 ) * Allow insecure gRPC connections for federated learning * format	2022-08-19 12:16:14 +08:00
Rong Ou	14ef38b834	Initial support for federated learning (#7831 ) Federated learning plugin for xgboost: * A gRPC server to aggregate MPI-style requests (allgather, allreduce, broadcast) from federated workers. * A Rabit engine for the federated environment. * Integration test to simulate federated learning. Additional followups are needed to address GPU support, better security, and privacy, etc.	2022-05-05 21:49:22 +08:00

Author

SHA1

Message

Date

Rong Ou

a8255ea678

Add an in-memory collective communicator (#8494 )

2022-12-01 00:24:12 +08:00

Rong Ou

ad3bc0edee

Allow insecure gRPC connections for federated learning (#8181 )

* Allow insecure gRPC connections for federated learning

* format

2022-08-19 12:16:14 +08:00

Rong Ou

14ef38b834

Initial support for federated learning (#7831 )

Federated learning plugin for xgboost:
* A gRPC server to aggregate MPI-style requests (allgather, allreduce, broadcast) from federated workers.
* A Rabit engine for the federated environment.
* Integration test to simulate federated learning.

Additional followups are needed to address GPU support, better security, and privacy, etc.

2022-05-05 21:49:22 +08:00

3 Commits