Dr. Huang graduated from the Albert Einstein College of Medicine at Yeshiva University in 1982. She works in Bronx, NY and specializes in Internal Medicine. Dr. Huang is affiliated with Montefiore Medical Center.
Ankur Lahoti - Lucknow, IN Hui Huang - Sunnyvale CA, US Christian F. Beedgen - Cupertino CA, US
Assignee:
Hewlett-Packard Development Company, L.P. - Houston TX
International Classification:
G06F 15/16 G06F 15/173
US Classification:
709238, 709245, 707E17032
Abstract:
A unique identifier is assigned to a network node and is used to obtain an “asset model” corresponding to the node and to determine whether the node is a member of a particular category. An asset model is a set of information about a node (e. g. , the node's role within the enterprise, software installed on the node, and known vulnerabilities/weaknesses of the node). An identifier lookup module determines a node's identifier based on characteristics of the node (such as IP address, host name, network zone, and/or MAC address), which are used as keys into lookup data structures. A category lookup module determines whether a particular node is a member of (i. e. , within) a particular category using a transitive closure to model the categories (properties) that can be attached to an asset model. A transitive closure for a particular asset category is stored as a bitmap, similar to bitmap indexing.
- Mountain View CA, US Hui Huang - Palo Alto CA, US
International Classification:
G06F 9/50 G06N 20/00 G06N 3/04
Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, are described for scheduling tasks of ML workloads. A system receives requests to perform the workloads and determines, based on the requests, resource requirements to perform the workloads. The system includes multiple hosts and each host includes multiple accelerators. The system determines a quantity of hosts assigned to execute tasks of the workload based on the resource requirement and the accelerators for each host. For each host in the quantity of hosts, the system generates a task specification based on a memory access topology of the host. The specification specifies the task to be executed at the host using resources of the host that include the multiple accelerators. The system provides the task specifications to the hosts and performs the workloads when each host executes assigned tasks specified in the task specifications for the host.