Abstract:
A system and method to identify target node graphs from predetermined seed node subsets are described. A one-sided constrained spectral embedding of a graph using a predetermined set of seed nodes within the graph is computed. Next, a threshold boundary is identified to define a target area for a target subgraph within the embedded graph using predetermined network-flow calculations, the target subgraph including the predetermined set of seed nodes. Finally, the target subgraph is identified based on the calculated threshold boundary.
Abstract:
In a network, a query originator injects queries of network devices into the network at a query node using query messages. The network transports the query messages to the network devices, or to network nodes at which queries about the network devices can be answered. Query responses from the network devices or network nodes are directed through the network to a collection node or nodes. As an internal network node receives multiple query responses from network devices, the internal network node might aggregate, as needed, the multiple query responses into an aggregated query response that preferably occupies less bandwidth than the aggregated multiple query responses. Where the result desired at the collection node is a computed function of the multiple query responses, the computed function can be performed at each internal network node on the multiple query responses received at that node, thus distributing the computation needed to form a collected response to the query. Queries might request real-time or non-real-time responses and queries might request one response, periodic responses or one response for each occurrence of an event. The internal network nodes might store lookup tables, or access a centralized lookup table, that specify details of queries, thus obviating the need for each query message to carry all of the necessary details of the query.
Abstract:
A system and method to identify target node graphs from predetermined seed node subsets are described. A one-sided constrained spectral embedding of a graph using a predetermined set of seed nodes within the graph is computed. Next, a threshold boundary is identified to define a target area for a target subgraph within the embedded graph using predetermined network-flow calculations, the target subgraph including the predetermined set of seed nodes. Finally, the target subgraph is identified based on the calculated threshold boundary.