MACHINE LEARNING ENHANCED TREE FOR AUTOMATED SOLUTION DETERMINATION

    公开(公告)号:US20220101148A1

    公开(公告)日:2022-03-31

    申请号:US17031898

    申请日:2020-09-25

    IPC分类号: G06N5/00 G06N20/20 G06N5/04

    摘要: Some embodiments of the present invention are directed towards techniques for building and using machine learning enhanced trees for automated solution determination in a technical support context. Historical technical support records with associated problems, actions and results are received and clustered. A solution determination tree is constructed from the clustered actions, and a machine learning model is trained to predict which action will lead to a solution based on an accumulated data set including a problem and subsequent results from previous actions. Using the solution determination tree and the machine learning model, classes of actions are recommended based on accumulated data for an incoming support request/problem or a result resulting from a executing a previously recommended action.

    UNIPOLAR SPACER FORMATION FOR FINFETS
    7.
    发明申请

    公开(公告)号:US20180026114A1

    公开(公告)日:2018-01-25

    申请号:US15611122

    申请日:2017-06-01

    摘要: A method for forming a spacer for a semiconductor device includes patterning gate material in a transverse orientation relative to semiconductor fins formed on a substrate and conformally depositing a dummy spacer layer over surfaces of gate structures and the fins. A dielectric fill formed over the gate structures and the fins is planarized to remove a portion of the dummy spacer layer formed on tops of the gate structures and expose the dummy spacer layer at tops of the sidewalls of the gate structures. Channels are formed by removing the dummy spacer layer along the sidewalls of the gate structures. The fins are protected by the dielectric fill. A spacer is formed by filling the channels with a spacer material. The dielectric fill and the dummy spacer layer are removed to expose the fins. Source and drain regions are formed between the gate structures on the fins.

    SCHEDULING JOBS IN A CLUSTER
    9.
    发明申请
    SCHEDULING JOBS IN A CLUSTER 有权
    在集会中安排工作

    公开(公告)号:US20140130057A1

    公开(公告)日:2014-05-08

    申请号:US14153779

    申请日:2014-01-13

    IPC分类号: G06F9/50

    摘要: There is provided a method and system for scheduling a job in a cluster, the cluster comprises multiple computing nodes, and the method comprises: defining rules for constructing virtual sub-clusters of the multiple computing nodes; constructing the multiple nodes in the cluster into multiple virtual sub-clusters based on the rules, wherein one computing node can only be included in one virtual sub-cluster; dispatching a received job to a selected virtual sub-cluster; and scheduling at least one computing node for the dispatched job in the selected virtual sub-cluster. Further, the job is dispatched to the selected virtual sub-cluster based on characteristics of the job and/or characteristics of virtual sub-clusters.

    摘要翻译: 提供了一种用于调度集群中的作业的方法和系统,所述集群包括多个计算节点,并且所述方法包括:定义用于构建所述多个计算节点的虚拟子集群的规则; 基于规则将簇中的多个节点构建成多个虚拟子集群,其中一个计算节点只能包含在一个虚拟子集群中; 将所接收的作业调度到所选择的虚拟子集群; 以及为所选择的虚拟子集群中的所分配的作业调度至少一个计算节点。 此外,基于作业的特性和/或虚拟子集的特征将作业调度到所选择的虚拟子集群。