Abstract: The described implementations relate to managing depth cameras. One example can include a depth camera that includes an emitter for illuminating light on a scene and a sensor for sensing light reflected from the scene. The example can also include a resource-conserving camera control component configured to determine when the scene is static by comparing captures and/or frames of the scene from the sensor. The resource-conserving camera control component can operate the depth camera in resource constrained modes while the scene remains static.

Abstract: Presenting historical state associated with prior execution of an entity. Based on replaying segment(s) of execution of an entity based on a trace, embodiments could present an indication of whether a value of a code element is, at a first execution time point, unknown, known, previously known, and/or known in the future. Additionally, or alternatively, embodiments could present an indication of a value relied upon by simulated execution of a function at a second execution time point, along with an indication of a timing of knowledge of the value in relation to the second execution time point. Additionally, or alternatively, embodiments could present an indication that a return value of a function would be known if the function had executed at a third execution time point, or an indication that the return value would be unknown if the function had executed at the third execution time point.

Abstract: Techniques of implementing automated secure disposal of hardware components in computing systems are disclosed herein. In one embodiment, a method includes receiving data representing a command instructing removal of a hardware component from a server in a datacenter upon verification. In response to receiving the maintenance command, the method includes autonomously navigating from a current location to the destination location corresponding to the server, verifying an identity of the hardware component at the destination location, and removing the hardware component from the server. The method further includes upon successful removal of the hardware component, generating and transmitting telemetry data indicating verification of the hardware component at the destination location and successful removal of the verified hardware component from the server.

Abstract: Disaster recovery is provided for an application that is being hosted on a current data center, thus ensuring the availability of the application. An option for replicating session state data for the application is selected. This selection is made from a set of different session state data replication options each of which has different performance and resource cost trade-offs. The selected option determines how the session state data for the application is to be replicated. The selected option is implemented, where the implementation results in the session state data for the application being replicated outside of the current data center, thus ensuring that this data remains available in the event that the current data center goes offline.

Abstract: Methods and systems for generating tailored user interface presentations based on microindustry clustering. According to various embodiments, the system accesses a set of entity profiles and a set of member profiles. The system determines a set of feature vectors for each entity of the set of entity profiles and identifies a set of movement data representing changes in association of one or more members from a first entity to a second entity. The system generates an entity graph for the set of entities and the set of members. The systems generate a first set of clusters in the entity graph, a second set of clusters by partitioning one or more of the first clusters, and a set of third clusters from the set of second clusters, combining one or more of the second clusters.

Abstract: Efficient instruction processing for sparse data includes extensions to a processor pipeline to identify zero-optimizable instructions that include at least one zero input operand, and bypass the execute stage of the processor pipeline, determining the result of the operation without executing the instruction. When possible, the extensions also bypass the writeback stage of the processor pipeline.

Abstract: Techniques are provided for securely obtaining trusted information in an online environment. A first entity stores trusted information from a third entity. A second entity retrieves the trusted information from the first entity. In response to a request from a computing device of the third entity, the first entity identifies a set of attributes selected by the second entity. The first entity identifies, from a profile of the third entity, a set of values that correspond to the set of attributes. The first entity may immediately transmit the set of values to the second entity or may first cause the set of values to be presented to the third entity, for example, in an electronic form. The form may allow some of the values to be editable by the third entity and may prevent other of the values to be edited.

Abstract: A first client computing device, including a display and a processor. The processor may execute a distributed source code authoring management system client configured to communicate with a codebase host server. The processor may output a graphical user interface (GUI) of the distributed source code authoring management system client and may receive a first edit to a code file in an editor window included in the GUI. The editor window may provide real-time mark-up of the code file. In response to the first edit, the processor may transmit change set information including the first edit to a codebase host server. The processor may receive, from the codebase host server, a first conflict notification indicating that the first edit and a second edit to the code file have a pending merge conflict. The processor may output the first conflict notification to the display for display in the editor window.

Abstract: Among other things, embodiments of the present disclosure help improve virtual assistant systems by providing dynamic, customizable deployment groups for virtual assistant software features. Users, such as software developers, can deploy and remove software packages from different groups, and precisely define the members in any number of different deployment groups that can access the deployed virtual assistant software.

Abstract: Examples of the present disclosure describe systems and methods of rendering phantom results using graph queries. In aspects, a first query may generate a first result set. The first result set may comprise ordered lists (e.g., node-edge-node 3-tuples), and may be rendered as a graph. A second query may then be executed against the data source to generate a second result set. The first and second result set may be compared. When inconsistencies between the result sets are identified, various degrees of transparency may be used in the graph to indicate the inconsistent data.

Abstract: Various methods and systems for generating an idempotent workflow are described herein. In one example, a method includes detecting distributed code and identifying a boundary function in the distributed code. The method can also include separating the boundary function into a transition function, a non-idempotent function, and a reversion function. Additionally, the method can include transforming the non-idempotent function into an idempotent function by generating a flag corresponding to the non-idempotent function, wherein the flag indicates if the non-idempotent function has been executed. Furthermore, the method can include combining the transition function, the idempotent function, and the reversion function to form the idempotent workflow.

Abstract: A method and device for detecting botnets in a cloud-computing infrastructure are provided. The method includes gathering data feeds over a predefined detection time window to produce a detection dataset, wherein the detection dataset includes at least security events and a first set of bot-labels related to the activity of each of at least one virtual machine in the cloud-computing infrastructure during the detection time window; generating, using the detection dataset, a features vector for each of a plurality of virtual machines in the cloud-computing infrastructure, wherein the features vector is based on idiosyncratic (iSync) scores related to botnet activity; transmitting each generated features vector to a supervised machine learning decision model to generate a label indicating if each of the plurality of virtual machines is a bot based on the respective features vector; and determining each virtual machine labeled as a bot as being part of a botnet.

Abstract: An element in a fetched file (a file received from the web server in response to an HTTP request) can be mapped to the source code that generated it and vice versa. When code is compiled at the web server, calls can be executed that emit HTML that includes metadata that maps a snippet of code back to a particular source file and to a particular location in the source file. The HTML can include injected symbols that specify that the information from a particular start position for a particular character length in the HTML comes from a particular start position to a particular end position in the source file.

Abstract: The subject disclosure pertains to web searches and more particularly toward influencing resultant content to increase relevancy. The resultant content can be influenced by reconfiguring a query and/or filtering results based on user location and/or context information (e.g., user characteristics/profile, prior interaction/usage temporal, current events, and third party state/context . . . ). Furthermore, the disclosure provides for query execution on at least a subset of designated web content, for example as specified by a user. Still further yet, a localized marketing system is disclosed that provides discount offers to users that match merchant criteria including proximity. A system for actively probing populations of users with different parameters and monitoring responses can be employed to collect data for identifying the best discounts and deadlines to offer to users to achieve desired results.

Abstract: Techniques for identifying and presenting member profiles similar to a source member profile are described. With some embodiments, a general recommendation engine is used to extract features from member profiles, and then store the extracted features, including any computed, derived or retrieved profile features, in an enhanced member profile. In real-time, the general recommendation engine processes client requests to identify member profiles similar to a source member profile by comparing select profile features stored in the enhanced member profile with corresponding profile features of the source member profile, where the comparison results in several similarity sub-scores that are then combined in accordance with directives set forth in a configuration file. Finally, the member profiles with the highest similarity scores corresponding with the user-selected member profile are selected, and in some instances, presented to a user.

Abstract: In various examples, there is a computer-implemented method for providing packages for processing on a computer system. The method creates a secure connection to an enclave and retrieves a quote to verify that the enclave is genuine and that it contains a predetermined process. The predetermined process is configured to create an enclave for itself and determine that an initial state of the computer system is equivalent to a predetermined state based on a quote retrieved from a security module. The predetermined process is further configured to receive a package to be processed by the computer system and cause the processor to process the package outside of the enclave. In response to verifying the enclave, the method provides a package to be processed by the computer system.

Abstract: A method of object detection includes receiving a first image taken from a first perspective by a first camera and receiving a second image taken from a second perspective, different from the first perspective, by a second camera. Each pixel in the first image is offset relative to a corresponding pixel in the second image by a predetermined offset distance resulting in offset first and second images. A particular pixel of the offset first image depicts a same object locus as a corresponding pixel in the offset second image only if the object locus is at an expected object-detection distance from the first and second cameras. The method includes recognizing that a target object is imaged by the particular pixel of the offset first image and the corresponding pixel of the offset second image.

Abstract: A computing device comprising a computer program executed on a processor of the computing device, including: a rendering module configured to read stored instructions to display a graphical user interface, the stored instructions including code for a plurality of focusable GUI elements, each focusable GUI element having an associated identifier, a focus map module configured to store a precomputed focus map including a focus map entry for each focusable GUI element indicating, for that focusable GUI element, for a plurality of predetermined navigation directions, a target identifier of a target focusable GUI element for that navigation direction, a user input module configured to receive a user input of a predetermined navigation direction, a focus module configured to query the precomputed focus map with an identifier of a currently focused GUI element and the predetermined navigation direction to retrieve and move focus to the target focusable GUI element.

Abstract: This document describes techniques and apparatuses enabling assisted presentation of application windows. In some embodiments, these techniques and apparatuses enable sizing and positioning of application windows to provide an optimized layout of application windows.

Abstract: Examples are disclosed that relate to a disposable cover for an object, wherein the cover includes a passive sensing circuit loop. The sensing circuit loop is configured to inductively couple with a reusable sensor readout device that provides power and signal processing. The reusable sensor readout device wirelessly measures a sensor element printed as part of the sensing circuit loop through the inductively coupled channel. In one example, a disposable glove for a human hand includes a sensing circuit loop printed on the disposable glove.