Abstract: A system and a method of preventing generation of duplicate network routes in a Software Defined Wide Area Network (SD-WAN) are described. A network route management service receives network route information from a network device connected to a subnetwork present in the SD-WAN. The network route information is compared with a master network route information for identifying presence of one or more duplicate network routes in the network route information. Upon identification, the duplicate network routes are removed from the network route information, and the network route information excluding the one or more duplicate network routes is transmitted to the network device.

Abstract: Disclosed herein are system, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for generating a prediction based on a query. An embodiment operates by providing a query to a deep machine learning (ML) model. The deep ML model generates a plurality of query projection embeddings by projecting the query into each of a plurality of different query embedding spaces and generates the prediction based at least on the plurality of query projection embeddings. Each of a plurality of query projection embedding layers of the deep ML may generate a corresponding one of the query projection embeddings by applying a hash function associated with the query projection layer to the query to generate a vector representation of the query, and applying a set of weights associated with the query projection layer to the vector representation to generate a query projection embedding in the plurality of query projection embeddings.

Abstract: A system for directing projections within a vehicle includes a projector for producing a projected image. The system also includes a projection directing module in optical communication with the projector for directing the projected image to a predetermined location. The system also includes a projection surface upon which the projected image is projected. The system also includes a controller in electrical communication with the projector and the projection directing module. The controller is programmed to configure the projection directing module to direct the projected image to a projection region of the projection surface. The controller is further programmed to project the projected image on the projection region using the projector and the projection directing module.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for model customization for domain-specific tasks. An embodiment may select a pre-trained embedding model trained with a first dataset. The embodiment may determine a second dataset for a target domain. Based on target embeddings for data indicative of the target domain. The embodiment may transform the second dataset from a first format to a second format associated with the target domain. The embodiment may modify the weights of the pre-trained embedding model based on the transformed second dataset. Based on the modified weights, the embodiment may transform the pre-trained embedding model into a target embedding model for the target domain. The embodiment may then generate an efficacy score for the target embedding model based on a task of the target domain performed by the target embedding model.

Abstract: One embodiment of the present disclosure may include a method for providing access to resources by a resource provider computer during a first web session with a client device. The resource provider can provide a first web page to the client device, the first web page including a first option to complete a first access request with the resource provider computer as a guest for access to a first resource. The resource provider computer can receive a first selection of the first option from the client device and provide a second web page including a second option to remember the user device. The resource provider computer can, in response to receiving a second selection of the second option from the client device, send a remember flag to a server computer. The resource provider computer can then receive a recognition identifier from the server computer and store the recognition identifier.

Abstract: Disclosed are system, method and/or computer program product embodiments that retrieve items for a user based on a query using a two-tower deep machine learning model. An example embodiment provides input to a context tower, wherein the input includes the query and one or more of a query embedding corresponding to the query or a graph user embedding corresponding to the user. The context tower generates a context embedding in a vector space based on the input. The model determines a measure of similarity between the context embedding and each of a plurality of item embeddings in the vector space that are generated by an item tower and represent a plurality of candidate items. A relevancy score is calculated for each candidate item based on the measure of similarity between the context embedding and the corresponding item embedding. The relevancy scores are used for item retrieval and/or ranking.

Abstract: Provided are telomerase inhibitor compounds. Some compounds include a lactone or lactam group that is covalently bonded to a phenyl ring, which is itself bonded to a pyrazole group. In other cases, a sulfonamide-containing moiety is covalently bonded to a phenyl ring, which is itself bonded to a pyrazole group. In some embodiments, the telomerase inhibitor compound has a vinyl sulfonamide group bonded to an amide moiety and an aromatic group. In other cases, the inhibitor compound has an isothiazolidine 1,1-dioxide core that is bonded to a phenyl group. Aspects of the invention also include pharmaceutical compositions comprising the subject telomerase inhibitor compounds, as well as methods of treating telomerase-related diseases or conditions.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for training a heterogenous graph neural network (GNN) to generate user embeddings corresponding to users and item embeddings corresponding to items. An example embodiment generates a first user interaction graph for a first time window and a second user interaction graph for a second time window, wherein each graph represents users and items as nodes and user-item interactions within the respective time window as edges, samples user-item node pairs from the second user interaction graph, and trains the heterogeneous GNN based on user-item node pairs from the first user interaction graph that correspond to the sampled user-item node pairs from the second user interaction graph. User and item embeddings generated by the trained GNN may be used to determine a relevancy of a given item with respect to a given user.

Abstract: The subject matter described herein relates to engineered monoclonal antibodies, derived from antibodies isolated from human patients, neutralizing a SARS-CoV-2 virus, its variants, or related coronaviruses.

Abstract: A method by one or more electronic devices for spinning up a scoring container on demand. The method includes receiving, from an orchestrator component via an application programming interface (API), a request to spin up the scoring container, wherein the scoring container is configured to provide scoring functionality, spinning up the scoring container responsive to receiving the request to spin up the scoring container, and providing, to the orchestrator component via the API, a response to the request to spin up the scoring container, wherein the response includes a uniform resource locator (URL) to use to submit scoring requests to the scoring container.

Abstract: An example file server manager disclosed herein receives a registration for a distributed file server, where the distributed file server is hosted in a virtualization environment and includes a cluster of file server virtual machines configured to provide access to a file system. The file server manager further synchronizes metadata with the distributed file server, the metadata including identification of each of the file server virtual machines of the cluster of file server virtual machines, the metadata including information regarding the file system and receiving a management request for the distributed file server. The file server manager further formats the management request for the virtualization environment based on the metadata and utilizing information from the registration to access the distributed file server with the formatted management request.

Abstract: One embodiment provides a method for providing simplified user management within a software application, the method including: receiving, within a user management interface of the software application, input from an editing user to perform an action corresponding to a user within the software application, wherein the action comprises modifying the user within the software application; validating, within the software application, the editing user is authorized to perform the action within the software application, wherein the validating includes determining the editing user is an existing user within the software application and determining the user is associated with the editing user; and performing, responsive to validating the editing user is authorized to perform the action, the action with respect to the user in the software application. Other aspects are described and claimed.

Abstract: Examples described herein provide wake-up of a network device. Examples include receiving, by a network interface of a first network device having a first Media Access Control (MAC) address, a request to wake-up a second network device having a second MAC address that is assigned to a same subnet as the first MAC address, and in response to the request, generating, by the first network device, a first wake-up frame having a destination address of the second MAC address and configured to cause the second network device to transition from operating in the first power mode to operating in the second power mode. Examples include transmitting, by the network interface of the first network device, the first wake-up frame to the second MAC address of the second network device.

Abstract: Time recovery techniques are described. A method comprises receiving messages from the first device by the second device in the first network domain, the messages to comprise time information to synchronize a first clock for the first device and a second clock for the second device to a network time, determining the second clock is to recover the network time for the second device without new messages from the first device, retrieving a first set of timestamps previously stored for events in the first network domain using the network time from the second clock, retrieving a second set of timestamps previously stored for the events in the first network domain using a redundant time from a third clock, where the third clock is not synchronized with the first and second clocks, and recovering the network time using a regression model and the redundant time from the third clock.

Abstract: A method comprises receiving an image of an update for a software module, a rate parameter, an index parameter, and a public key, generating a 32-byte aligned string, computing a state parameter using the 32-byte aligned string, generating a modified message representative, computing a Merkle Tree root node, and in response to a determination that the Merkle Tree root node matches the public key, forwarding, to a remote device, the image of the update for a software module, the state parameter; and the modified message representative.

Abstract: An inline vending machine for ice and water vending installed within a store wall allowing a user to purchase ice and water without entering the store. A shipping frame for shipping and installation of the insulated wall into the store wall is also disclosed.

Abstract: It is an object of the present invention to provide an apparatus that allows for improving the self-healing capability of a network, wherein the apparatus is adapted to be part of a network (100), like a ZigBee network. The operation apparatus (110) is adapted to operate a network device (101) and comprises a network information providing unit (111), wherein the network information refers to information with respect to maintenance messages (105, 106, 107) sent and/or received by a network device (101) and/or a neighboring network device (103, 104) to maintain the network, a determination unit (112) for determining self-related connection information from the network information, wherein the self-related connection information refers to information on the connection of the network device itself with the network, and a control unit (113) for controlling the network device based on the self-related connection information.

Abstract: An electronic device includes a UDC and a UDC controller configured to determine an optimal number of frames required to be captured for a scene to compensate at least one parameter to optimize an output media using the UDC, obtain a multi-frame fusion media by performing at least one multi-frame fusion on the determined optimal number of frames, perform a light source spread correction on the multi-frame fusion media, and optimize the output media based on the light source spread correction on the multi-frame fusion media.

Abstract: Methods and systems for validating cache coherence in a data processing system are described. A processing element may detect a load instruction requesting the processing element to transfer data from a global memory location to a local memory location. The processing element may apply, in response to detecting the load instruction requesting the processing element to transfer data from the global memory location to the local memory location, a delay to the transfer of the data from the global memory location to the local memory location. The processing element may execute the load instruction and transferring the data from the global memory location to the local memory location with the applied delay. The processing element may validate, in response to executing the load instruction and transferring the data with the applied delay, a cache coherence of the data processing system.

Abstract: Multi-strain probiotic formulation for ameliorating and preventing symptoms of treatment resistant depression The current invention more specifically relates to methods and compositions comprising a multi-strain probiotic formulation that can be used for alleviating symptoms of treatment-resistant depression in humans. The multi-strain probiotic formulation disclosed herein for use as treatment for treatment-resistant depression symptoms comprises Bacillus coagulans, Lactobacillus plantarum, Lactobacillus rhamnosus, Bifidobacterium lactis, Bifidobacterium breve, and Bifidobacterium infantis. More specifically, the multi-strain probiotic formulation comprises Bacillus coagulans Unique IS-2, Lactobacillus plantarum UBLP-40, Lactobacillus rhamnosus UBLR-58, Bifidobacterium lactis UBBLa-70, Bifidobacterium breve UBBr-01, and Bifidobacterium infantis UBBI-01.