Mar 11, 2024 · An edge computing scenario of multiple FL tasks over wireless and multiple passive optical networks (PONs). As for the situation with multiple ...

Share on. Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks. Authors: Meihua Bi. Meihua Bi.

Mar 16, 2024 · Two-step aggregation is introduced to facilitate scalable federated learning (SFL) over passive optical networks (PONs). Results reveal that the ...

Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks.

Article on Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks, published in Computer ...

Results reveal that the proposed bandwidth slicing significantly improves training efficiency while achieving good learning accuracy for the FL task running ...

Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks. Comput. Networks 243: 110309 (2024) ...

Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks · Tactile internet of federated things: ...

Reducing CO2 emissions in a peer ... Client scheduling and bandwidth slicing for multiple federated learning tasks over multiple passive optical networks.

[21] proposed a passive optical network (PON)- based bandwidth slicing algorithm to boost the convergence of. FL. Ref. [22] observed an implicit connection ...