Abstract: A knowledge graph embedding representation method and a related device are disclosed. The method includes: obtaining, from a preset knowledge base, N related entities of each entity in M entities of a target knowledge graph and K concepts corresponding to each of the N related entities, determining a semantic correlation between each entity and each of the N related entities of the entity, determining a first entity embedding representation of each of the N related entities based on the corresponding K concepts, modeling, based on the first entity embedding representation and the semantic correlation, an entity/relationship embedding representation, and training a model according to an attention mechanism and a preset model training method, to obtain the entity/relationship embedding representation.

Abstract: An arriving cell is admitted when a flow occupancy level is less than a flow minimum threshold. When the flow occupancy level is not less than the flow minimum threshold, a drop probability based on per-class thresholds is applied to determine if the arriving is to be rejected. When the arriving cell is not to be rejected after applying the drop probability based on the per-class thresholds, a drop probability based on per-flow thresholds is applied.

Abstract: A system and method for placement of RDMA payload into application memory of a processor system. Under one embodiment, a network adapter system is capable of use in network communication in accordance with a direct data placement (DDP) protocol, e.g., RDMA. The network adapter system includes adapter memory and a plurality of placement records in the adapter memory. Each placement record specifies per-connection placement data including at least network address information and port identifications of source and destination network entities for a corresponding DDP protocol connection. Placement record identification logic uniquely identifies a placement record from network address information and port identification information contained in a DDP message received by the network adapter system.

Abstract: A system and method for placement of sharing physical buffer lists in RDMA communication. According to one embodiment, a network adapter system for use in a computer system includes a host processor and host memory and is capable for use in network communication in accordance with a direct data placement (DDP) protocol. The DDP protocol specifies tagged and untagged data movement into a connection-specific application buffer in a contiguous region of virtual memory space of a corresponding endpoint computer application executing on said host processor. The DDP protocol specifies the permissibility of memory regions in host memory and specifies the permissibility of at least one memory window within a memory region. The memory regions and memory windows have independently definable application access rights, the network adapter system includes adapter memory and a plurality of physical buffer lists in the adapter memory.

Abstract: An ingress is coupled with the switch fabric to send flows of data across the switch fabric. Each of the flows of data is associated with a flow identification information and a priority level. An egress is coupled with the switch fabric to receive the flows of data from the ingress. The egress is configured to send one or more flow control messages to the ingress to control a pace that the ingress sends the flows of data to the egress. Each of the flow control messages includes one or more of a flow identification information, an egress space availability information and a new priority level for a flow.