Information centric network protocol for federated learning
AssigneeIntel Corporation
InventorsRavikumar Balakrishnan, Srikathyayani Srikanteswara, Nageen Himayat
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AssigneeIntel Corporation
InventorsRavikumar Balakrishnan, Srikathyayani Srikanteswara, Nageen Himayat
Estimating the term…
System and techniques for information centric network (ICN) protocol for federated learning are described herein. An interest packet may be received on a first interface to start a federated learning round. Here, the interest packet includes a participant criterion and a federated learning round expiration. An entry, that includes the federated learning round expiration, is created in a pending interest table (PIT) for the interest packet. The interest packet is forwarded, in accordance with a forwarding information base (FIB), to a set of interfaces before the federated learning round expiration. When a data packet from a node, that meeting the participant criterion, is received in response to the interest packet, the data packet is forwarded on the first interface in accordance with the PIT entry.
At least one non-transitory machine-readable medium including instructions that, when executed by processing circuitry, cause the processing circuitry to perform operations comprising:
An information centric network (ICN) node with a protocol for federated learning, the ICN node comprising:
Dependencies are inferred from the claim text.