AGGREGATION FRAMEWORK SYSTEM ARCHITECTURE AND METHOD

Patent №

US 8,996,463

Granted

2015-03-31

Filed 2013

Owner

MONGODB, INC.

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13794710

Database systems and methods that implement a data aggregation framework are provided. The framework can be configured to optimize aggregate operations over non-relational distributed databases, including, for example, data access, data retrieval, data writes, indexing, etc. Various embodiments are configured to aggregate multiple operations and/or commands, where the results (e.g., database documents and computations) captured from the distributed database are transformed as they pass through an aggregation operation. The aggregation operation can be defined as a pipeline which enables the results from a first operation to be redirected into the input of a subsequent operation, which output can be redirected into further subsequent operations. Computations may also be executed at each stage of the pipeline, where each result at each stage can be evaluated by the computation to return a result. Execution of the pipeline can be optimized based on data dependencies and re-ordering of the pipeline operations.

PlanningAI hardwareG06F 16/244G06F 16/2453G06F 16/24556G06F 16/27G06F 16/9535G06F 16/24549G06F 16/248G06F 16/951+2 more

AI classification

Planning1.00
AI hardware0.99
Knowledge representation0.38
Evolutionary computation0.00
Machine learning0.00
Natural language0.00
Speech0.00
Vision0.00

Ownership

MONGODB, INC.

assignment · 345350174

Assignors

MERRIMAN, DWIGHT, HOROWITZ, ELIOT, WESTIN, CHRIS TODD

On an employer assignment, the assignors are typically the inventors.

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