公开(公告)号：US20180212852A1

公开(公告)日：2018-07-26

申请号：US15414612

申请日：2017-01-24

Applicant: salesforce.com, inc.

Inventor： Amit Kumar ,  Tushar G. Jadhav ,  Suchindra Rengan

IPC: H04L12/26 ,  H04L29/08 ,  H04W12/06

Abstract: Techniques are disclosed relating to diagnosing a network-accessible device. A first computer may store authorization information associated with a plurality of network-accessible computing devices associated with a user. The first computer system may receive, from a second computer system, a request from the user to perform a diagnostic operation that involves communication between a third computer system and a particular one of the plurality of network-accessible computing devices. The first computer system may request, based on a permission indicated by the stored authorization information, that the third computer system retrieve diagnostic information from the particular network-accessible computing device and perform the diagnostic operation. The first computer system may receive, from the third computer system, result information relating to the diagnostic operation.

公开(公告)号：US20220092504A1

公开(公告)日：2022-03-24

申请号：US17030044

申请日：2020-09-23

Applicant: salesforce.com, inc.

Inventor： Lingtao Zhang ,  Chang Lu ,  Sybil Shim ,  Amit Kumar

IPC: G06Q10/06 ,  G06N5/04 ,  G06N3/12 ,  G06F3/0482

Abstract: A method to provide multi-objective recommendations. The method includes receiving user input indicating a plurality of objectives, where each of the plurality of objectives indicates a desired goal for a field of interest, receiving user input indicating a plurality of actionable fields, receiving user input indicating selection of one of a plurality of records in a data set, determining, based on applying an evolutionary algorithm, one or more candidate changes to values of the plurality of actionable fields of the selected record, determining, for each of the one or more candidate changes, a multi-objective score for that candidate change, selecting one or more of the one or more candidate changes to recommend to a user based on the multi-objective scores of the one or more candidate changes, and providing, for display to the user, the selected one or more candidate changes as recommended changes.

公开(公告)号：US11138202B2

公开(公告)日：2021-10-05

申请号：US16525199

申请日：2019-07-29

Applicant: salesforce.com, inc.

Inventor： Chang Lu ,  Lingtao Zhang ,  Amit Kumar

IPC: G06F16/2455 ,  G06F17/15 ,  G06F16/26

Abstract: Examples are described herein that relate to determining a level of relatedness between datasets. An approximation can be made of whether an entry in a first dataset appears in a same row as an entry in a second dataset. The approximation can be made by grouping entries in the second dataset together and determining an occurrence that an entry occurs in a same row as any of the entries in a grouping of entries. A test of independence between datasets can be made based at least on the occurrence values. Datasets can be ranked according to level of independence and presented to a user as candidates to join with a dataset. Occurrence values or rankings can be precomputed and available for use so that join candidates can be presented with a little amount of perceived delay to a user. A user interface can present join candidates for a dataset and allow the user the select datasets for joining. Joining of first and second datasets can supplement entries in both of the datasets and create a third dataset.

公开(公告)号：US10693757B2

公开(公告)日：2020-06-23

申请号：US15414612

申请日：2017-01-24

Applicant: salesforce.com, inc.

Inventor： Amit Kumar ,  Tushar G. Jadhav ,  Suchindra Rengan

IPC: H04L12/26 ,  H04L29/08 ,  H04W12/08 ,  H04L29/06 ,  H04W12/06

Abstract: Techniques are disclosed relating to diagnosing a network-accessible device. A first computer may store authorization information associated with a plurality of network-accessible computing devices associated with a user. The first computer system may receive, from a second computer system, a request from the user to perform a diagnostic operation that involves communication between a third computer system and a particular one of the plurality of network-accessible computing devices. The first computer system may request, based on a permission indicated by the stored authorization information, that the third computer system retrieve diagnostic information from the particular network-accessible computing device and perform the diagnostic operation. The first computer system may receive, from the third computer system, result information relating to the diagnostic operation.

公开(公告)号：US11113256B2

公开(公告)日：2021-09-07

申请号：US16455133

申请日：2019-06-27

Applicant: salesforce.com, inc.

Inventor： Lingtao Zhang ,  Chang Lu ,  Amit Kumar

IPC: G06F7/00 ,  G06F16/22 ,  G06F16/28 ,  G06N5/02

Abstract: System and methods are described for improving automated data discovery analysis in a cloud computing environment. A method includes receiving a request to analyze a data set stored in the memory device, the data set including one or more columns, the one or more columns including one or more data values in one or more cells of each column; classify each of the one or more columns as a type of column; for a selected one of the one or more columns, if the selected column's type is an external type, join one or more columns of an external knowledge base correlated to the selected column into the data set to create an expanded data set; and execute an automated data discovery model on the expanded data set.