Abstract: An overlay optimizer can be configured to accelerate the moving of files from an overlay and to atomically move files from the overlay. To accelerate the moving of files from the overlay, the overlay optimizer can continuously monitor the consumption of the overlay. If the consumption exceeds an optimized threshold, the overlay optimizer can cause the file system cache to be invalidated to thereby release handles to any closed files that are still cached. To move files atomically from the overlay, the overlay optimizer can be configured to handle attempts to open a file by determining whether the file is in the process of being moved from the overlay. If so, the overlay optimizer can detect which stage the move process has reached and can dynamically adapt the move process to enable the attempt to open the file to be completed successfully and in a consistent manner.

Abstract: Service interruptions in a multi-tenancy, network-based storage system can be mitigated by constraining the execution of queries. In various examples, a network-based storage system may receive a request to execute a query against data maintained by the network-based storage system. The network-based storage system may perform a unit of work to execute the query, progressing through some, but not all, of a set of operations that are to be completed for completing execution of the query. Upon completion of the unit of work, query execution may be paused, query state data may be saved, and query results may be generated for consumption by the requesting computing device. In some embodiments, tokens that are usable to resume query execution based on the saved query state data may be sent to customer computing devices for resuming query execution on-demand.

Abstract: Resource utilization can be intelligently managed in desktop virtualization environments. Utilization of client and server resources can be tracked during sessions that are established to access desktops. Machine learning models can be applied to the client and server resource utilization to create policies that define configuration settings for dynamically optimizing sessions based on the current utilization of resources during the sessions.

Abstract: Described herein are embodiments for assisting in creating a listing for a For Sale Object (FSO). An item name suggestion module receives seller input and provides suggested entries for the listing to help the seller describe the FSO more accurately and consistently. A hierarchical database provides a structure for ordering suggested entries, with the structure ordered based on scores. The scores are based on rules that relate item characteristics and take into account rankings of those item characteristics with respect to one another. Metadata tags that are used by the online merchandise platforms can be identified and included in the listing, even if a seller is not familiar with the metadata tags. The hierarchical database also connects or associates item characteristics in groups that describe specific FSO. The connections can help to optimize search results as the listing is completed by the seller.

Abstract: A method of monitoring health status of a machine component on a real time basis is provided. The method includes generating a first signal indicative of an operational characteristic of the machine component by at least one sensor module at regular predetermined intervals. The method includes receiving the first signal by at least one Internet of Things (IoT) module. The method includes converting the first signal from analog format to digital format by the at least one IoT module to generate a second signal. The method includes transmitting the second signal wirelessly by the at least one IoT module. The method includes receiving the second signal by a mobile device. The method includes processing the second signal by the mobile device to determine a real time health status of the machine component and displaying the real time health status of the machine component on the mobile device.

Abstract: A system and associated method provides a visualization of a life cycle of a trade order. The visualization may be in the form of a tree structure with a plurality of linked nodes. Each node may be associated with an event that occurs during the life cycle of the trade. A monitoring system receives information associated with a plurality of events associated with the trade order, generates a plurality of nodes based on the received information, stores identifiers associated with each of the plurality of nodes, and links the plurality of nodes based on the identifiers to create the tree structure. The monitoring system also performs a verification process to determine whether the visualization is missing information or includes incorrect information and alerts to a discrepancy identified during the verification process.

Abstract: The present invention relates to the field of dynamic content creation and management and more particularly to dynamically create and insert immersive promotional content in a multimedia. The multimedia requested by a user is procured from a media server (105) and the one or more objects present in the multimedia is determined. The content of the multimedia is analyzed, and a decision is taken to immerse the promotional content in the multimedia based on the analysis of the multimedia. Further, a promotional content is created in real time using the components present in the asset database (106) based on the personalized user profile. The created promotional content is overlaid and blended with a at least one object from the one or more objects in the multimedia. The created promotional content and the multimedia is joined to form a composite media and is streamed to the user device.

Abstract: The present disclosure relates to methods and apparatus for graphics processing. The present disclosure can calculate a center-edge distance of a first pixel, the center-edge distance of the first pixel equal to a distance from a first pixel center to one or more edges of a first primitive. Additionally, the present disclosure can store the center-edge distance of the first pixel when the first primitive is visible in a scene. The present disclosure can also determine an amount of overlap between the first pixel and the first primitive. Further, the present disclosure can blend a color of the first pixel with a color of a second pixel based on at least one of the center-edge distance of the first pixel or the amount of overlap between the first pixel and the first primitive.

Abstract: Cache hits are increased for URBs that target a redirected USB device. When a virtual bus driver in a VDI environment queues an IRP for an URB that targets the redirected USB device, it can ensure that the IRP and therefore the URB is completed on the same processor that originated the URB. This can be accomplished in both NUMA and non-NUMA multiprocessor environments.

Abstract: A security client can provide security features in write filter environments. To prevent improper modifications to a protected volume, the security client can be employed to differentiate between direct I/O requests and reparsed I/O requests that are directed to a shadow volume and to block any direct I/O requests. Alternatively or additionally, the security client can be configured to determine whether an I/O request that is directed to the shadow volume targets an artifact in the write filter's exclusion list, and if not, block the I/O request. Alternatively or additionally, the security client can be configured to monitor registry operations to determine whether a modifying registry operation targets the write filter's persistent shadow registry hive, and if so, allow the modifying registry operation only if it targets a registry key in the write filter's exclusion list.

Abstract: A novel unified neural network framework, the dynamic memory network, is disclosed. This unified framework reduces every task in natural language processing to a question answering problem over an input sequence. Inputs and questions are used to create and connect deep memory sequences. Answers are then generated based on dynamically retrieved memories.

Abstract: A security client can efficiently authenticate an application during I/O request handling by maintaining a white list that identifies processes that have been created for authenticated applications. The security client can register to be notified when a process is being created. When such a notification is received, the security client can authenticate the application for which the process is being created and then add an entry to the white list that includes the process identifier of the process being created. Then, when the process subsequently generates I/O requests, the security client can use the white list to quickly determine that the process pertains to an authenticated application and allow the I/O requests to modify protected artifacts.

Abstract: This disclosed embodiments of this invention relate to a semi-submersible vessel. The semi-submersible vessel includes a deck, at least four columns supporting the deck, a first pontoon, a second pontoon, a first brace and a second brace. Each column comprises an outer skin, an inner skin, and a number of reinforcing plates spaced apart from each other and connecting the inner skin to the outer skin, forming a double skin arrangement. The first pontoon is connectable to a first pair of columns and the second pontoon is connectable to a second pair of columns. The first brace is connectable to the first of each of the two pairs of columns and the second brace connects the second of each of the two pairs of columns.

Abstract: An overlay optimizer can enhance the functionality of a write filter using an auxiliary overlay. An overlay optimizer can be loaded above a write filter. Based on the configuration of the write filter's overlay, the overlay optimizer can be configured to implement a volatile or persistent auxiliary overlay and then use the auxiliary overlay to selectively cache artifacts. To minimize the likelihood that the consumption of the write filter's overlay will exceed a critical threshold, the overly optimizer can be provided a list of monitored artifacts. The overlay optimizer can employ the list to selectively move monitored artifacts from the write filter's overlay to the auxiliary overlay when the overlay's consumption reaches a threshold. The overlay optimizer may also selectively allow I/O requests generated by particular applications while redirecting I/O requests generated by other applications.

Abstract: Systems and techniques are described herein for tiered storage of customer data accessed by a search service of a computing resource service provider. In some aspects, customer data may be received by a search instance executed across a plurality of compute nodes and provisioned by a search service. The customer data may be indexed and the data and resulting index may be stored locally by a first pool of hot compute nodes of the search instance. The customer data and index may be migrated and stored remotely by a data storage service. Metadata associated with the customer data and/or index may be stored in a second pool of warm compute nodes of the search instance. The warm compute nodes, upon receiving a request to access the customer data, may identify a location of the customer data and retrieve the customer data from the data storage service according to the metadata.

Abstract: There are provided measures for enabling/realizing network slice discovery in an overlapping network slice deployment. Such measures exemplarily comprise registration of a network slice mapping between a network slice identification information and a network slice type information for at least one service-related network slice in an overlapping network slice deployment, said network slice type information being indicative of a service-related capability of the at least one service-related network slice, and identification of a service-related network slice in the overlapping network slice deployment on the basis of the registered network slice mapping and a service.

Abstract: A security client can provide security features in write filter environments. To prevent improper modifications to a protected volume, the security client can be employed to differentiate between direct I/O requests and reparsed I/O requests that are directed to a shadow volume and to block any direct I/O requests. Alternatively or additionally, the security client can be configured to determine whether an I/O request that is directed to the shadow volume targets an artifact in the write filter's exclusion list, and if not, block the I/O request. Alternatively or additionally, the security client can be configured to monitor registry operations to determine whether a modifying registry operation targets the write filter's persistent shadow registry hive, and if so, allow the modifying registry operation only if it targets a registry key in the write filter's exclusion list.

Abstract: The amount of data that is written to disk is minimized when an overlay optimizer is used in conjunction with a write filter to prevent the overlay from becoming full. An overlay optimizer minifilter can be used to intercept writes that were initiated by the overlay optimizer's request to commit files cached in the write filter's overlay to thereby extract only the modified portions of the files that are actually stored in the overlay. The overlay optimizer minifilter can then write these modified portions of the files, as opposed to the entire files, in the overlay cache. Directory change notifications are also enabled when a write filter is employed as well as in other multi-volume filter environments.

Abstract: In an embodiment, a method includes accessing one or more digital applications by a server system. Each of the one or more digital applications is configured to be accessed by a plurality of users. The method also includes determining, by the server system, compliance content in each of the one or more digital applications. The method further includes removing the compliance content determined from each of the one or more digital applications. The method further includes storing the compliance content in a central repository. Thereafter, the method includes facilitating integration of one or more widgets into each of the one or more digital applications to access the compliance content stored in the central repository. The one or more widgets integrated into a digital application of the one or more digital applications enable a user of the digital application to access the compliance content from the central repository.

Abstract: Techniques for region management for distributed services in provider networks are described. A region management service (RMS) receives requests to enable or disable regions a provider network for users. The RMS identifies what services operate within the involved regions and transmits requests to configure resources within the regions that are specific to the users to the services. The RMS also receives messages indicating whether the transmitting services have successfully configured user resources pertaining to the services for the region.