Salesforce Com, Inc.

Salesforce, Inc.

Guillaume Le Stum

Wei Li

Donovan Schneider

Leo Tenenblat

Seth John White

Srinivas Vishnubhatta

Benjamin G Shaw

Stefan Eberl

Yu Wu

Eric Nash

Siuling Ku

Srikara Rao

Runtime optimization of grouping operators is described. A system estimates a resource cost for each of multiple grouping operators based on values identified during query runtime, in response to receiving a query request associated with a data stream. The system selects a grouping operator during query runtime, based on a corresponding resource cost, from the multiple grouping operators. The selected grouping operator enables grouping the data stream based on the query request, and outputting a response based on the grouped data stream.

Runtime optimization of grouping operators

Embodiments of the present disclosure relate to flattening hierarchal database records using inverted indexing. Other embodiments may be described and/or claimed.

Flattening hierarchical database records using inverted indexing

High performance data streaming is provided. An intermediate iterator receives a request to process streaming data in a parent request buffer from a parent iterator. The intermediate iterator sends a request to provide a batch of the streaming data in a request child buffer to a child iterator. The intermediate iterator receives the batch of the streaming data in a child response buffer from the child iterator. The intermediate iterator processes the batch of the streaming data. The intermediate iterator sends the processed batch of the streaming data in a response parent buffer to the parent iterator.

High-performance data streaming

In accordance with embodiments, there are provided mechanisms and methods for displaying one or more data sets to a user. These mechanisms and methods for displaying one or more data sets to a user can enable enhanced data security, more relevant data display, reduced processing, etc.

Execution of bulk requests against one or more databases

System, method and computer program product for displaying one or more data sets to a user

A system and method for display of graphical components on a user interface. Multiple components may be displayed on a graphical user interface an active dashboard. Each component is a graphical representation of a report generated from plurality of data fields stored in objects on a database. At least some of the reports are generated from different data models. The displayed components are filtered on the basis of at least one data field that is a common field among the different data models.

Method and system for filtering common fields across multiple data sets

A user can define a filter to applied be to one or more datasets. The filter includes a specification of a field to filter. Upon applying the filter to a dataset, if the specified field cannot be found in the dataset, a field in the dataset is selected as a default field to filter. Selecting what field in the dataset should be the default field is based on evaluating a set of rules. The default field is then filtered according to the filter criteria.

Systems and methods for propagating a global filter to individual datasets

The present invention is directed to methods and systems for rendering perceivable stimuli representative of information processing by a multi-tenant architecture that pre-fetches a portion of a subset of data on a multi-tenant architecture and emulates a result set of data in accordance with a report definition. To that end the method comprises identifying a subset of data on the multi-tenant architecture that is subject to a report definition. A portion of the subset is pre-fetched and analyzed to emulate a result. The emulated result is transmitted to a computer system of a user of the multi-tenant architecture. Perceivable stimuli is generated on the user computer system, in response to receiving the emulated result. In this manner, a user may have the perception of real-time processing of information in accordance with the report definition white affording the owner of the multi-tenant architecture flexibility to processes the data as desired while minimizing the user's awareness that real-time processing is not occurring.

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San Francisco, CA, United States of America

Guillaume Le Stum