US 2023/0066530 A1 · OPTIMIZING THE RESPONSE TIME OF DATA PROFILING IN INTERACTIVE SESSIONS

Abstract

Techniques for providing intelligent data profiling services are disclosed. A distributed computing system can include a data profiling service and a data recommender service. During an interactive data session, a user can select a data column of a data entity and request data profiling information for the data column. The data profiling service can compute the requested profile. The data recommender service can then determine a priority rank for the data columns of the data entity. Based on the priority rank, the data profiling service can compute a second data profile for a second data column of the data entity. The second data profile can be stored in a cache for rapid retrieval when the user requests the second data profile.

Claims20

Dependent claims

A method, comprising:

receiving, by a data profiling service of a distributed computing system, an indication that a first data column of a plurality of data columns has been selected, the plurality of data columns comprising a data entity;
obtaining, by the data profiling service in response to the indication, a first profile for the first data column;
determining, by a data recommender service of the distributed computing system, a priority rank for the plurality of data columns of the data entity;
identifying, by the data profiling service based at least in part on the priority rank, a second data column of the plurality of data columns;
obtaining a second profile for the second data column;
and
storing the second profile in a cache associated with the data profiling service.

4 more elements

A distributed computing system, comprising:

one or more processors;
and
one or more memories storing computer-executable instructions that when executed with the one or more processors, cause the distributed computing system to:
receive, by a data profiling service of the distributed computing system, an indication that a first data column of a plurality of data columns has been selected, the plurality of data columns comprising a data entity;
obtain, by the data profiling service in response to the indication, a first profile for the first data column;
determine, by a data recommender service of the distributed computing system, a priority rank for the plurality of data columns of the data entity;
identify, by the data profiling service based at least in part on the priority rank, a second data column of the plurality of data columns;
obtain a second profile for the second data column;
and
store the second profile in a cache associated with the data profiling service.

7 more elements

A computer-readable storage medium comprising executable instructions that, when executed by one or more processors of a distributed computing system, cause the computing system to:

receive, by a data profiling service of the distributed computing system, an indication that a first data column of a plurality of data columns has been selected, the plurality of data columns comprising a data entity;
obtain, by the data profiling service in response to the indication, a first profile for the first data column;
determine, by a data recommender service of the distributed computing system, a priority rank for the plurality of data columns of the data entity;
identify, by the data profiling service based at least in part on the priority rank, a second data column of the plurality of data columns;
obtain a second profile for the second data column;
and
store the second profile in a cache associated with the data profiling service.

4 more elements

Dependencies are inferred from the claim text.

Optimizing the response time of data profiling in interactive sessions

Life of this patent

Optimizing the response time of data profiling in interactive sessions

Life of this patent

Abstract

Claims20