Abstract: A method comprises generating, from time series data, a plurality of tiles for each resolution of a plurality of resolutions, a first plurality of tiles associated with one resolution covering the same time period as a second plurality of tiles associated with another resolution, each tile having a common number of N values representing all measurements associated with a duration of time covered by the tile in the time series data; receiving a first user request specifying a first timestamp and a first resolution; determining that no tile is available based on the first timestamp and the first resolution; generating a first tile covering a first duration of time based on the first timestamp and the first resolution, a first number of measurements associated with the first duration of time being less than a second number of measurements associated with a second duration of time based on the first resolution; transmitting the first tile.

Abstract: In certain instances, a data management application (software application) that manages moving data files, and the like, from a primary high-speed storage system. An end-user can configure the data management application for particular files via management policies. Based on the management policies, after a file is migrated from the primary storage system to a targeted secondary storage system, a breadcrumb pointing to a webpage for the migrated file is left behind in the primary storage system. The webpage can be used to manage the migrated file, such as moving the migrated file back to the primary storage system.

Abstract: In certain instances, a data management application (software application) that manages moving data files, and the like, from a primary high-speed storage system. An end-user can configure the data management application for particular files via management policies. Based on the management policies, after a file is migrated from the primary storage system to a targeted secondary storage system, a breadcrumb pointing to a webpage for the migrated file is left behind in the primary storage system. The webpage can be used to manage the migrated file, such as moving the migrated file back to the primary storage system.

Abstract: Methods for discovering telemetry retrieval capabilities of telemetry devices. The methods include a computing device obtaining telemetry capability related information for one or more telemetry devices and determining one or more telemetry retrieval methods supported by each of the one or more telemetry devices based on the telemetry capability related information. The methods further include obtaining telemetry data based on the one or more telemetry retrieval methods determined to be supported by a respective telemetry device.

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

Abstract: A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile. Tiles are generated at every possible resolution suitable for a computer display and provide aggregate measures such as averages and variances. Tiles provide a summary of data such that from the highest level view down to the specific data time points collected, a user's attention may be drawn to the times when there is the most interesting pattern behavior to review and analyze.

Abstract: Configurations for a photonics device with a vertical outcoupler and fabrication operations thereof are disclosed. The photonics device may include an off-cut substrate with a cavity. The cavity may be coated with a buffer layer, which may form the vertical outcoupler. The cavity may be filled with a fill material that provides structural integrity to the cavity. The off-cut substrate may have a first and a second cladding layer above and below it, to provide cladding for the waveguide structure. In some examples, light may propagate through the off-cut substrate and may be received by the outcoupler. The outcoupler may reflect and redirect the light out of the waveguide structure and toward one or more optical elements. The optical element(s) may provide the light to a launch region in a system interface and/or to a sample.

Abstract: Techniques for handling bulk file processing. One technique includes receiving a request to process transactions within a bulk file, consolidating the transactions into batches based on parameters used to define the transactions, processing a first set of exception validations for each of the batches, storing information for each of the batches that satisfies the first set of exception validations within a set of tables, processing, using JMS Queues and the set of tables, a second set of exception validations for each of the transactions within the batches that satisfy the first set of exception validations, collating, using a timer job and the set of tables, each of the transactions into subsequent batches based on whether each of the transactions satisfies or does not satisfies the second set of exception validations, and accounting each of the transactions in the subsequent batches that satisfy the second set of exception validations.

Abstract: A mobile device including: a position locator; a user data engine; and a reputation engine client configured to: receive a location from the position locator; operate the user data engine to provide a user profile, intent, and context data for a user, the context data including dynamic factors about the user, and the profile including relative factors about the user that are relatively static with respect to the context data from the user data engine; and determine a reputation for the location, wherein the reputation is based at least in part on a combination of the user profile, intent, and context.

Abstract: A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile. Tiles are generated at every possible resolution suitable for a computer display and provide aggregate measures such as averages and variances. Tiles provide a summary of data such that from the highest level view down to the specific data time points collected, a user's attention may be drawn to the times when there is the most interesting pattern behavior to review and analyze.

Abstract: A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile. Tiles are generated at every possible resolution suitable for a computer display and provide aggregate measures such as averages and variances. Tiles provide a summary of data such that from the highest level view down to the specific data time points collected, a user's attention may be drawn to the times when there is the most interesting pattern behavior to review and analyze.

Abstract: A method is provided. The method includes determining, in a determination by an electronic testing device, one or more locations in a cellular network where a test case is to be executed, a time at which the test case is to be executed at the one or more locations, a number of times the test case is to be executed at the one or more locations, or a type of a test equipment on which the test case is to be executed. A test context for testing a user equipment is determined based on a result of the determination. An optimal test case is determined from a test case repository, based on the test context, and the optimal test case is executed.

Abstract: The disclosed technology can receive a voice query or text query in a natural language and translate it from natural language to a native database management language to respond to the query. For example, a human can ask his or her computer to “show large emails from December 2016”, and a data agent on computer can receive the voice request, convert audio associated with the voice to words in natural language, convert natural language into a SQL query, and convert the SQL query into a database management query. The data agent is trained with a corpus of technical documents and rules to determine the intent or keywords for answering the query. In some implementations, the disclosed technology can also include a chatbot and/or administrative assistant to enable a human to interface with a database management software using voice or text. In some implementations, the disclosed technology allows the user to automatically connect to a help desk technician to assist in completing the query.

Abstract: The disclosed technology can receive a voice query or text query in a natural language and translate it from natural language to a native database management language to respond to the query. For example, a human can ask his or her computer to “show large emails from December 2016”, and a data agent on computer can receive the voice request, convert audio associated with the voice to words in natural language, convert natural language into a SQL query, and convert the SQL query into a database management query. The data agent is trained with a corpus of technical documents and rules to determine the intent or keywords for answering the query. In some implementations, the disclosed technology can also include a chatbot and/or administrative assistant to enable a human to interface with a database management software using voice or text. In some implementations, the disclosed technology allows the user to automatically connect to a help desk technician to assist in completing the query.

Abstract: The disclosed technology can receive a voice query or text query in a natural language and translate it from natural language to a native database management language to respond to the query. For example, a human can ask his or her computer to “show large emails from December 2016”, and a data agent on computer can receive the voice request, convert audio associated with the voice to words in natural language, convert natural language into a SQL query, and convert the SQL query into a database management query. The data agent is trained with a corpus of technical documents and rules to determine the intent or keywords for answering the query. In some implementations, the disclosed technology can also include a chatbot and/or administrative assistant to enable a human to interface with a database management software using voice or text.

Abstract: A tile contains aggregated data at a certain resolution for the actual data present in the duration of time covered in that tile. Tiles are generated at every possible resolution suitable for a computer display and provide aggregate measures such as averages and variances. Tiles provide a summary of data such that from the highest level view down to the specific data time points collected, a user's attention may be drawn to the times when there is the most interesting pattern behavior to review and analyze.

Abstract: A method is provided. The method includes determining, in a determination by an electronic testing device, one or more locations in a cellular network where a test case is to be executed, a time at which the test case is to be executed at the one or more locations, a number of times the test case is to be executed at the one or more locations, or a type of a test equipment on which the test case is to be executed. A test context for testing a user equipment is determined based on a result of the determination. An optimal test case is determined from a test case repository, based on the test context, and the optimal test case is executed.

Abstract: In aspects of network association based on network performance capabilities, a device includes a first subscriber identity module (SIM) to enable a first subscription for data communication between the device and data communication networks, and includes a second SIM to enable a second subscription for additional data communication between the device and the data communication networks. The device implements a network manager to determine network data parameters that indicate performance capabilities of the data communication networks. The network manager can associate a first application of the device with a first network of the data communication networks that has a greater performance capability for a data streaming download based on the network data parameters. The network manager can also associate a second application of the device with a second network of the data communication networks for an interactive session of intermittent data communications based on the network data parameters.

Abstract: In aspects of network association based on network performance capabilities, a device includes a first subscriber identity module (SIM) to enable a first subscription for data communication between the device and data communication networks, and includes a second SIM to enable a second subscription for additional data communication between the device and the data communication networks. The device implements a network manager to determine network data parameters that indicate performance capabilities of the data communication networks. The network manager can associate a first application of the device with a first network of the data communication networks that has a greater performance capability for a data streaming download based on the network data parameters. The network manager can also associate a second application of the device with a second network of the data communication networks for an interactive session of intermittent data communications based on the network data parameters.

Abstract: In aspects of device resource savings during cellular out-of-service condition, a device includes a cellular radio for cellular network communication via a cellular network. The device implements a communication manager that detects an out-of-service condition for lack of a cellular network connection with the device. The communication manager can communicate a notification to collaborative devices that the device is a master device implemented to scan for the cellular network during the out-of-service condition, and the notification serves to initiate the collaborative devices saving resources by switching-off respective cellular radios. The communication manager can initiate scans to detect the cellular network and establish the cellular network connection with the cellular network, and then communicate scan data associated with detection of the cellular network to the collaborative devices that use the scan data to establish respective cellular network connections with the cellular network.