公开(公告)号：US20180032915A1

公开(公告)日：2018-02-01

申请号：US15660897

申请日：2017-07-26

Applicant: Splunk Inc.

Inventor： Pradeep Baliganapalli NAGARAJU ,  Steve ZHANG ,  Jiahan WANG ,  Adam Jamison OLINER ,  Erick Anthony DEAN

IPC: G06N99/00 ,  G06N3/04 ,  G06N3/08 ,  G06F15/18 ,  G06K9/00

CPC classification number: G06N20/00 ,  G06K9/00973 ,  G06K9/00979 ,  G06K9/6262 ,  G06N3/04 ,  G06N3/08

Abstract: Disclosed is a technique that can be performed by a server computer system. The technique can include executing a machine learning process to generate a machine learning model based on global data collected from one or more electronic devices, wherein the machine learning model is described by model data. The technique can further include encapsulating the model data in a markup language document. The technique can further include sending, over a network, the markup language document to at least one electronic device of the one or more electronic devices to cause the at least one electronic device to update a local device machine learning model.

公开(公告)号：US20170243132A1

公开(公告)日：2017-08-24

申请号：US15050785

申请日：2016-02-23

Applicant: Splunk Inc.

Inventor： Manish SAINANI ,  Sergey SLEPIAN ,  Iman MAKAREMI ,  Adam Jamison OLINER ,  Jacob LEVERICH ,  Di LU

IPC: G06N99/00 ,  H04L12/24

CPC classification number: G06N20/00 ,  H04L41/16 ,  H04L41/20 ,  H04L41/22

Abstract: Disclosed herein is a computer-implemented tool that facilitates data analysis by use of machine learning (ML) techniques. The tool cooperates with a data intake and query system and provides a graphical user interface (GUI) that enables a user to train and apply a variety of different ML models on user-selected datasets of stored machine data. The tool can provide active guidance to the user, to help the user choose data analysis paths that are likely to produce useful results and to avoid data analysis paths that are less likely to produce useful results.