公开(公告)号：US20240069787A1

公开(公告)日：2024-02-29

申请号：US17821513

申请日：2022-08-23

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Kalapriya Kannan ,  Chaitra Kallianpur ,  Bruce Rabe ,  Suparna Bhattacharya ,  Krishnaraju Thangaraju

IPC: G06F3/06

CPC classification number: G06F3/0655 ,  G06F3/0604 ,  G06F3/0679

Abstract: Examples described herein relate to preparing datasets in a storage device for machine learning (ML) applications. Examples include maintaining ML facet mappings between ML facets and dataset preparation tags, deriving ML facets of a dataset stored in the storage device, and generating filtered datasets from the datasets using the ML facets and ML facet mappings. The filtered dataset is associated with improved dataset quality compared to unfiltered dataset. The storage device transmits the filtered dataset to ML applications requesting the dataset. Some examples include recommending, by the storage device, ML facets to the ML application based on performance metrics.

公开(公告)号：US11144572B2

公开(公告)日：2021-10-12

申请号：US16049542

申请日：2018-07-30

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Bruce Rabe ,  Isao Yanagimachi ,  Kavitha Shravani Ravilla

IPC: G06F16/27 ,  G06F16/21 ,  G06F16/2455

Abstract: Example implementations relate to synchronizing configuration dataset information from independent cluster groups. In an example, an aggregator selects nodes to each represent a different respective cluster group of a plurality of independent cluster groups. The aggregator establishes a respective server-sent event channel with each of the nodes. The aggregator receives, from a node, transaction log information representing changes to a configuration database associated with the independent cluster group represented by the node. The aggregator plays back the received transaction log information, which is in the form of database statements, into a centralized configuration database cache.

公开(公告)号：US20200034459A1

公开(公告)日：2020-01-30

申请号：US16049542

申请日：2018-07-30

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Bruce Rabe ,  Isao Yanagimachi ,  Kavitha Shravani Ravilla

IPC: G06F17/30

Abstract: Example implementations relate to synchronizing configuration dataset information from independent cluster groups. In an example, an aggregator selects nodes to each represent a different respective cluster group of a plurality of independent cluster groups. The aggregator establishes a respective server-sent event channel with each of the nodes. The aggregator receives, from a node, transaction log information representing changes to a configuration database associated with the independent cluster group represented by the node. The aggregator plays back the received transaction log information, which is in the form of database statements, into a centralized configuration database cache.