Method and Device for Distributed Graph Embedding
A technology of graph embedding and distributed architecture, which is applied in transmission systems, electrical components, etc., can solve problems such as overload, difficulty in graph embedding, and large amount of processing equipment calculations, and achieve the effect of reducing memory pressure and efficient parallel computing
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[0120] According to an embodiment, the adjacency information and / or the node allocation information are stored in a local processing device. In this case, the neighbor determining unit 41 is configured to read the adjacency information locally, and / or the device determining unit 42 is configured to read the node allocation information locally.
[0121] According to another implementation manner, the distributed architecture further includes a manager, and the manager is configured to store the adjacency information and / or the node allocation information. In this case, the apparatus 400 further includes (not shown) an information obtaining unit configured to obtain the adjacency information and / or the node allocation information from the manager.
[0122] According to a specific embodiment, the initial vector determining unit 43 is configured to: determine the initial embedding vector of the first node based on node features of the first node, wherein the first node corresponds...
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