Abstract: The present technology is directed to controlling and managing resources both in Software-Defined Cloud Interconnect (SDCI) providers and cloud service providers via a single network controller and further connecting virtual networks in a branch site to virtual networks in the cloud service providers. A network controller can establish a network gateway in an SDCI provider, establish a cross-connectivity between the network gateway in the SDCI provider and one or more clouds, group one or more virtual networks in the one or more clouds and one or more virtual networks in a branch site into a tag, and establish a connection between the one or more virtual networks in the one or more clouds and the one or more virtual networks in the branch site using the tag.

Abstract: The present technology pertains to receiving a tag associating at least one routing domain in an on-premises site with at least one virtual network in a cloud environment associated with a cloud service provider. The present technology also pertains to the automation of populating route and propagation tables with the cloud service provider.

Abstract: Described herein is a system and method for detecting a layout table by a screen reader. Information regarding a document being displayed by an application is received from an application programming interface of a user interface automation system that provides information regarding user interface elements of application and/or the application. The information includes an indication that the document comprises a table. A determination is made as to whether the table is a data table or a layout table based upon the received information using a rule-based heuristic. When it is determined that the table is a layout table, presentation information associated with the layout table can be skipped over, and, cell data content within the layout table provided. Thus, for a determined layout table, the system and method allow the screen reader to act as if the containing table doesn't exist, but still read the content.

Abstract: One example method, includes checking, by an intelligent time detector service running on a computing system, a trial period duration of software on the computing system, starting, by the intelligent time detector service, a counter for the software, and the counter is operable to generate a counter value based on a clock of the computing system, storing, by the intelligent time detector service, a counter value of the counter, and decommissioning, by the intelligent time detector service, the software after the trial period has expired.

Abstract: A method, system, and computer program product for parallel regression to bypass regression process interruption are provided. The method identifies an RTL design. The RTL design is converted into a control data flow graph having a plurality of nodes and a plurality of arcs. A mapping table is generated with a machine learning database from a set of test cases based on the control data flow graph. The method selectively calls one or more test cases of the set of test cases to merge a branch to a main repository to bypass a portion of a regression process.

Abstract: A system and method are described that receive from a client device a request for information associated with a digital automation. An automation type associated with the digital automation is determined, and based on the automation type, a workflow is retrieved. The workflow manages a lifecycle of the digital automation. One or more workflow components associated with the workflow are retrieved, and a user interface based on the workflow and the workflow components is generated. The user interface includes information associated with the digital automation. The user interface is provided to the client device in response to the request.

Abstract: Systems and methods for computed tomography imaging are provided. In one embodiment, a method includes acquiring an image, inputting the image to a machine learning model to generate a denoised image, the machine learning model trained with a loss function that weights variance differently from bias, and outputting the denoised image. In this way, structural details in denoised CT images may be improved while maintaining textural information in the denoised images.

Abstract: Systems for optimized forecasting are provided. In some examples, data associated with strategy of one or more business units may be received. The strategy data may include identification of projects or goals. In some examples, industry trend data may be received and may include data associated with in-demand job skills and the like. An instruction to capture user data may be transmitted to one or more user devices of an employee user. The instruction may cause activation of one or more sensors or data capture devices. The captured user data may be received and analyzed to determine a competency of the user. Based on the strategy data, industry data and determined competency, one or more deficiencies between the resources needed to meet the business unit strategy data and the available resources may be identified. Based on the identified deficiency, one or more actions for execution may be identified and executed.

Abstract: Systems, methods, and non-transitory, machine-readable media for zero-touch interworking of network control with data platform and analytics in virtualized deployment are disclosed. Responsive to a network service request for service location identifiers, data from data sources may be processed, and indicia of data characteristics may be analyzed to create or develop a data model. Configuration specifications may be created to instantiate a network slice and network services as a function of the data characteristics, conforming to quality of service parameters and service location identifiers. A log mapped to the request may be created and included in a template specifying a data observability framework and resources for the network slice and network services. The slice and services may be instantiated with the configuration specifications, with data services provided to user equipment of the external entity, and with the cellular network consequently providing data services to user equipment.

Abstract: A method and system for provisioning credentials is disclosed. The method includes receiving an encrypted data packet including a first passcode and credentials in encrypted form, and a second passcode. The second passcode is compared to a first passcode. If the passcodes match, then a server computer can transmit a token associated with the credentials to a service provider computer.

Abstract: The device comprises of a housing defining a channel there through, a torsion-spring based clamping mechanism, a drop sensor connected with circuitry, a manual infusion fluid regulation mechanism and a power source. An upper portion of the channel accommodates at least a part of a drip chamber and a lower portion of the channel accommodates at least a part of infusion tubing. The clamping mechanism comprises of one or more torsion springs and is configured for engaging and holding drip chamber and can be adjusted according to the drip chamber diameter. The drop sensor and the circuits coupled with it are configured for detecting real time drop rate of the infusion fluid. The regulation mechanism comprises of a drivable pinching element for sliding into the channel and compressing the infusion tubing thereby regulating the flow of the infusion fluid through the infusion tubing.

Abstract: The present technology discloses methods, systems, and non-transitory computer-readable storage media for establishing a redundant path connection. An example method can include configuring a software-defined wide-area network (SDWAN) tunnel between an on-premises router and a plurality of SDWAN routers; configuring a virtual layer 2 connection between the plurality of SDWAN routers and handoff locations for a virtual cloud resource (VCR) associated with at least one VCR tag, wherein a software-defined cloud infrastructure (SDCI) underlay associated with at least one SDCI provider connects to a cloud service provider (CSP) at the handoff locations; configuring a VCR connection between at least one VCR associated with the VCR tag and the handoff locations for the at least one VCR; configuring a border gateway protocol (BGP) session between the plurality of SDWAN routers and the handoff locations; and validating the SDWAN tunnel, the virtual layer 2 connection, the VCR connection, and the BGP session.

Abstract: The present technology pertains to receiving a tag associating at least one routing domain in an on-premises site with at least one virtual network in a cloud environment associated with a cloud service provider. The present technology also pertains to the automation of populating route and propagation tables with the cloud service provider.

Abstract: Aspects of the disclosure include an escalated authentication system based on user behavior patterns. A user's behavior pattern on a device is collected and/or learned. The collected or learned pattern can be compared to subsequent behavior patterns to determine whether the current user is genuine or suspicious. Users deemed suspicious are subject to increased authentication requirements, often on-the-fly.

Abstract: The present technology pertains to receiving a tag associating at least one routing domain in an on-premises site with at least one virtual network in a cloud environment associated with a cloud service provider. The present technology also pertains to the automation of populating route and propagation tables with the cloud service provider.

Abstract: In one embodiment, a method comprises training at least one model based at least in part on interactions between one or more users and electronic messages sent to addresses associated with the one or more users, receiving a first electronic message sent to a first address associated with a first user, analyzing the first electronic message to generate first feature data, determining one or more characteristics of the first user to generate second feature data, inputting, to the at least one model, the first feature data and the second feature data, and receiving, as output of the at least one model, data indicating whether to output, to the first user, a warning regarding the first electronic message.

Abstract: Disclosed are acyclic nucleoside prodrugs with improved metabolic stability and oral bioavailability. In general, the prodrugs are derivatives of acyclic nucleoside phosphonates containing a lipid-like moiety that can increase oral absorption and subsequent stability in the liver and plasma. Preferably, the lipid-like moiety can resist enzyme-mediated ?-oxidation, such as ?-oxidation catalyzed by cytochrome P450 enzymes. Also disclosed are pharmaceutical formulations of the acyclic nucleoside prodrugs. The acyclic nucleoside prodrugs and pharmaceutical formulations thereof can be used to treat viral infections, such as HIV infections, and/or viral-associated cancer, such as HPV-associated cancers.

Abstract: A system and method may reduce the costs associated with adding or editing configuration elements for an API. A generic schema for the API codebase may keep the configuration definitions flexible and associations between various configuration definitions may also be saved within the codebase. New configuration instances may then be created using the definition of the configuration. Since the definition of the configuration is saved in a codebase, updating the definition or adding a new definition will not require going through the cycle of requirement analysis, coding, and testing. Once the definition is updated, the application code may appropriately mark the difference between the configuration instance and its definition and it will utilize the new definition to create instances of the new configuration.

Abstract: An approach for implementing function semantic based partition-wise SQL execution and partition pruning in a data processing system is provided. The system receives a query directed to a range-partitioned table and determines if operation key(s) of the query include(s) function(s) over the table partitioning key(s). If so, the system obtains a set of values corresponding to each partition by evaluating the function(s) on a low bound and/or a high bound table partitioning key value corresponding to the partition. The system may then compare the sets of values corresponding to different partitions and determine whether to aggregate results obtained by executing the query over the partitions based on the comparison. The system may also determine whether to prune any partitions from processing based on a set of correlations between the set of values for each partition and predicate(s) of the query including function(s) over the table partitioning key(s).

Abstract: A method and system for provisioning credentials is disclosed. The method includes receiving an encrypted data packet including a first passcode and credentials in encrypted form, and a second passcode. The second passcode is compared to a first passcode. If the passcodes match, then a server computer can transmit a token associated with the credentials to a service provider computer.