Presentation of streaming data

• US 9,946,811 B2
• Filed: 02/08/2017
• Issued: 04/17/2018
• Est. Priority Date: 08/09/2013
• Status: Active Grant

• Current Assignee: Zoomdata, Inc. (Global Software, Inc.)
• Original Assignee: Zoomdata, Inc. (Global Software, Inc.)
• Inventors: Langseth, Justin, Aref, Farzad, Alarcon, Jorge, Lindner, III, William
• Primary Examiner(s): Pham, Linh K
• Application Number:
  US15/428,136
• Publication Number:
  US 20170147711A1
• Time in Patent Office: 433 Days
• CPC Class Codes: G06F 16/219 Managing data history or versioning querying versioned data G06F16/2474; querying temporal data G06F16/2477
• CPC Class Codes: G06F 16/24568 Data stream processing; Continuous queries
• CPC Class Codes: G06F 16/2462 Approximate or statistical queries
• CPC Class Codes: G06F 16/248 Presentation of query results
• CPC Class Codes: G06F 16/40 of multimedia data, e.g. slideshows comprising image and additional audio data retrieval of still image data G06F16/50; retrieval of audio data G06F16/60; retrieval of video data G06F16/70
• CPC Class Codes: G06F 16/90335 Query processing
• CPC Class Codes: G06F 16/9038 Presentation of query results
• CPC Class Codes: G06F 2203/04806 Zoom, i.e. interaction techniques or interactors for controlling the zooming operation
• CPC Class Codes: G06F 3/04817 using icons graphical or visual programming using iconic symbols G06F8/34
• CPC Class Codes: G06F 3/0482 Interaction with lists of selectable items, e.g. menus
• CPC Class Codes: G06F 3/04845 for image manipulation, e.g. dragging, rotation, expansion or change of colour
• CPC Class Codes: G06F 3/04847 Interaction techniques to control parameter settings, e.g. interaction with sliders or dials
• CPC Class Codes: G06F 3/04855 Interaction with scrollbars
• CPC Class Codes: G06F 3/0486 Drag-and-drop
• CPC Class Codes: G06F 3/0488 using a touch-screen or digitiser, e.g. input of commands through traced gestures
• CPC Class Codes: G06F 3/04883 for inputting data by handwriting, e.g. gesture or text
• CPC Class Codes: G06Q 10/10 Office automation; Time management

Abstract

In certain implementations, presentation of streaming data may be facilitated. In some implementations, a request for presentation of values associated with an attribute may be received. A set of queries for data related to the values may be performed based on the request. The set of queries may include (i) a first subset of queries performed based on the request and (ii) one or more other subsets of queries performed based on the request. Subsets of data for calculating a first value of the values may be received based on the first subset of queries. The first value may be predicted based on the subsets of data before one or more other subsets of data for calculating the first value are received, where the other subsets of data are received based on the other subsets of queries.

Claims

1. A method of facilitating presentation of streaming data, the method being implemented by a computer system that includes one or more physical processors executing computer program instructions that, when executed, perform the method, the method comprising:

receiving, by the computer system, a request for presentation of values associated with an attribute;

performing, by the computer system, based on the request, a set of queries for data related to the values, wherein the set of queries comprise (i) a first subset of queries performed based on the request and (ii) one or more other subsets of queries performed based on the request, the first subset of queries comprising multiple queries;

receiving, by the computer system, based on the first subset of queries, subsets of data for calculating a first value of the values;

predicting, by the computer system, the first value based on the subsets of data,

wherein the prediction of the first value is subsequent to the performance of the first subset of queries and the one or more other subsets of queries and before receipt of one or more other subsets of data, the receipt of the one or more other subsets of data being based on the one or more other subsets of queries, and wherein the one or more other subsets of data are for calculating the first value; and

dynamically updating of presentation of the predicted first value based on the one or more other subsets of data.

2. The method of claim 1, further comprising:

providing, by the computer system, the presentation of the predicted first value;

updating, by the computer system, the prediction of the first value based on the one or more other subsets of data for calculating the first value; and

initiating, by the computer system, the updating of the presentation of the predicted first value based on the updated prediction.

3. The method of claim 1, further comprising:

providing, by the computer system, the presentation of the predicted first value;

receiving, by the computer system, a second request for presentation of second values associated with a second attribute before the presentation of the predicted first value is updated using the one or more other subsets of data; and

interrupting, by the computer system, the updating of the presentation of the predicted first value based on the second request.

4. The method of claim 1, further comprising:

determining, by the computer system, based on the request, from which of a temporary data cache or a historical data store to stream data to obtain the data related to the values; and

obtaining, by the computer system, the data related to the values based on the determination regarding from which of the temporary data cache or the historical data store to stream data.

5. The method of claim 4, wherein obtaining the data related to the values comprises streaming data related to at least one value of the values from the temporary data cache based on a determination to stream data from the temporary data cache to obtain the data related to the at least one value.

6. The method of claim 5, wherein obtaining the data related to the values further comprises streaming data related to at least one other value of the second values from the historical data store based on a determination to stream data from the historical data store to obtain the data related to the at least one other value.

7. The method of claim 1, wherein the set of queries are performed across a plurality of sources, the plurality of sources comprising at least one internal source and at least one external source.

8. The method of claim 7, wherein the at least one internal source comprises at least one of a temporary data cache or a historical data store.

9. The method of claim 7, wherein the at least one external source comprises a third party source.

10. The method of claim 1, wherein the attribute comprises product category, product group, product satisfaction, stock-keeping unit (SKU), transaction time, user city, user state, user gender, user income, volume, overall revenue, or average revenue.

11. The method of claim 1, wherein the computer system comprises a server-side computer system, and wherein the request is a user request received from a mobile user device.

12. A system for facilitating presentation of streaming data, the system comprising:

one or more physical processors programmed to execute one or more computer program instructions that, when executed, cause the one or more physical processors to;

receive a request for presentation of values associated with an attribute;

perform, based on the request, a set of queries for data related to the values, wherein the set of queries comprise (i) a first subset of queries performed based on the request and (ii) one or more other subsets of queries performed based on the request, the first subset of queries comprising multiple queries;

receive, based on the first subset of queries, subsets of data for calculating a first value of the values;

predict the first value based on the subsets of data,

wherein the prediction of the first value is subsequent to the performance of the first subset of queries and the one or more other subsets of queries and before receipt of one or more other subsets of data, the receipt of the one or more other subsets of data being based on the one or more other subsets of queries, and wherein the one or more other subsets of data are for calculating the first value; and

dynamically update a presentation of the predicted first value based on the one or more other subsets of data.

13. The system of claim 12, wherein the one or more physical processors are further caused to:

provide the presentation of the predicted first value;

update the prediction of the first value based on the one or more other subsets of data for calculating the first value; and

initiate the updating of the presentation of the predicted first value based on the updated prediction.

14. The system of claim 12, wherein the one or more physical processors are further caused to:

provide the presentation of the predicted first value;

receive a second request for presentation of second values associated with a second attribute before the presentation of the predicted first value is updated using the one or more other subsets of data; and

interrupt the updating of the presentation of the predicted first value based on the second request.

15. The system of claim 12, wherein the one or more physical processors are further caused to:

determine, based on the request, from which of a temporary data cache or a historical data store to stream data to obtain the data related to the values; and

obtain the data related to the values based on the determination regarding from which of the temporary data cache or the historical data store to stream data.

16. The system of claim 15, wherein obtaining the data related to the values comprises streaming data related to at least one value of the values from the temporary data cache based on a determination to stream data from the temporary data cache to obtain the data related to the at least one value.

17. The system of claim 16, wherein obtaining the data related to the values further comprises streaming data related to at least one other value of the second values from the historical data store based on a determination to stream data from the historical data store to obtain the data related to the at least one other value.

18. The system of claim 12, wherein the set of queries are performed across a plurality of sources, the plurality of sources comprising at least one internal source and at least one external source, the at least one internal source comprising at least one of a temporary data cache or a historical data store.

19. The system of claim 12, wherein the system comprises a server-side computer system, and wherein the request is a user request received from a mobile user device.

20. A method of facilitating presentation of streaming data, the method being implemented by a computer system that comprises one or more physical processors executing computer program instructions that, when executed, perform the method, the method comprising:

receiving, by the computer system, a request for presentation of values associated with an attribute;

generating, by the computer system, based on the request, a set of queries for data related to the values, wherein the set of queries comprise (i) a first subset of queries performed based on the request and (ii) one or more other subsets of queries performed based on the request, the first subset of queries comprising multiple queries;

performing, by the computer system, the first subset of queries across one or more sources and the one or more other subsets of queries across one or more other sources;

receiving, by the computer system, based on the first subset of queries, subsets of data for calculating a first value of the values;

predicting, by the computer system, the first value based on the subsets of data,

wherein the prediction of the first value is subsequent to the performance of the first subset of queries and the one or more other subsets of queries and before receipt of one or more other subsets of data, the receipt of the one or more other subsets of data being based on the one or more other subsets of queries, and wherein the one or more other subsets of data are for calculating the first value;

providing, by the computer system, the predicted first value for presentation on a user interface; and

dynamically updating of the presentation of the predicted first value based on the one or more other subsets of data.