Microsoft Technology Licensing, LLC

Kyle Kraeger Getty

Pankaj Arora

Kimberly D A Hallman

Robert Aron Drollinger

Rushabh A Doshi

Joshua M Davis

Aaron L Mumm

Lynn Kepl

A computing system is provided, which is configured to instantiate a testing environment, define an extract, transform, load (ETL) pipeline within the testing environment, generate a test data set to be inputted into the ETL pipeline, generate assert data predicting an output of the ETL pipeline based on the generated test data set, input the test data set into the ETL pipeline to generate output data, compare the assert data to the output data, and validate the output data using the assert data to generate validation data.

Validation of ETL pipeline using assert data

Generating property keys associated with nodes of a hierarchical graph that defines a topology of a physical space and that is configured to provide user data and sensor data from devices within a physical space. A first property key associated with a first node of the plurality of nodes within the hierarchical graph is received and stored in a property store in association with a first path of the first node. In response to receiving a request associated with determining each property key available to a second node that is a child node of the first node, the first property key is identified as being available to the second node by virtue of the second node being a child node of the first node. The first property key is updated in the property store to also be associated with the second path of the second node.

Methods and systems for generating property keys corresponding to physical spaces, devices, and/or users

The description relates to managing physical locations with IoT devices. One example can include a sensor array assembly comprising an enclosure and a mounting element. The mounting element can include multiple apertures spaced at different distances from the enclosure. The sensor array assembly can also include a connector that is receivable by individual apertures.

Architecture for internet of things

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Renton, WA, United States of America

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