Abstract: Systems, computer program products, and methods are described herein for generating a digital twin or a resource using partial sensor data and artificial intelligence. The present invention is configured to receive resource sensor data from a plurality of sensors, wherein the plurality of sensors is associated with a resource; apply a sensor data analyzer engine to the resource sensor data; determine, by the sensor data analyzer engine, whether at least one sensor anomaly of the resource sensor data is present; apply an on-demand synthetic data generator to the at least one sensor anomaly; generate synthetic sensor data associated with the resource, wherein the synthetic sensor data is based on a real-time pattern of the resource sensor data from the plurality of sensors; and generate, based on the resource sensor data from the plurality of sensors and the synthetic sensor data, a digital twin of the resource.

Abstract: The present disclosure provides compositions, methods, systems, and devices for polynucleotide processing and analyte characterization. Such polynucleotide processing may be useful for a variety of applications, including analyte characterization by polynucleotide sequencing. The compositions, methods, systems, and devices disclosed herein generally describe barcoded oligonucleotides, which can be bound to a bead, such as a gel bead, useful for characterizing one or more analytes including, for example, protein (e.g., cell surface or intracellular proteins), genomic DNA, and RNA (e.g., mRNA or CRISPR guide RNAs). Also described herein, are barcoded labelling agents and oligonucleotide molecules useful for “tagging” analytes for characterization.

Abstract: This disclosure describes dynamically monitoring the flow of traffic along a path that can include points across different cloud service provider networks/regions and/or different private networks. Flow monitoring may be started in response to different triggering events. For instance, flow monitoring of network traffic along one or more network paths may be started in response to performance metrics associate with an application within the multi-cloud environment, current/projected network conditions associated with one or more networks within the multi-cloud environment, and the like. In other examples, a user may specify when to perform flow monitoring for one or more network paths.

Abstract: A system and method for modifying a system's execution logic without changing the code. The system and method can involve receiving a request for execution, fetching an instruction set that corresponds to the request, parsing the instruction set, extracting metadata from the request, loading data for the instruction set based on the request, and executing each instruction based on the loaded data.

Abstract: A method of operating a HVAC system is provided. The method includes transferring heat between airflow and a heating element in the duct system. The heating element is configured to receive a fuel and ignite the fuel to heat the heating element. The method includes measuring a change in at least one gas property value of the airflow in the duct system using a leak detection sensor, where the change in the at least one gas property value is indicative of a gas leaked into the duct system. The method includes determining a concentration of the leaked gas based at least in part upon the change in the at least one gas property value and determining that the concentration as measured by the leak detection sensor has a negative value, where the negative value is indicative of the leaked gas comprising fuel.

Abstract: Methods of machine learning for system deployments without performance regressions are performed by systems and devices. A performance safeguard system is used to design pre-production experiments for determining the production readiness of learned models based on a pre-production budget by leveraging big data processing infrastructure and deploying a large set of learned or optimized models for its query optimizer. A pipeline for learning and training differentiates the impact of query plans with and without the learned or optimized models, selects plan differences that are likely to lead to most dramatic performance difference, runs a constrained set of pre-production experiments to empirically observe the runtime performance, and finally picks the models that are expected to lead to consistently improved performance for deployment. The performance safeguard system enables safe deployment not just for learned or optimized models but also for additional of other ML-for-Systems features.

Abstract: Vascular prosthetic assemblies (e.g., heart valves), such as those, for example, configured to be deployed percutaneously.

Abstract: The present disclosure relates to method and apparatus for controlling packet flow. In accordance with embodiments, the method includes aggregating a connection of at least one unlicensed frequency band and a connection of at least one licensed frequency band to form a hotspot backend connection for a hotspot access point providing an aggregated bandwidth spectrum. The method includes allocating the aggregated bandwidth spectrum to at least one tethered device connected with the hotspot access point through a tethered connection. The method includes receiving one or more packets from the at least one tethered device via a hotspot interface at the hotspot access point. The method includes transmitting the one or more packets to a transport layer aggregator.

Abstract: The present disclosure provides compositions, methods, systems, and devices for polynucleotide processing and analyte characterization. Such polynucleotide processing may be useful for a variety of applications, including analyte characterization by polynucleotide sequencing. The compositions, methods, systems, and devices disclosed herein generally describe barcoded oligonucleotides, which can be bound to a bead, such as a gel bead, useful for characterizing one or more analytes including, for example, protein (e.g., cell surface or intracellular proteins), genomic DNA, and RNA (e.g., mRNA or CRISPR guide RNAs). Also described herein, are barcoded labelling agents and oligonucleotide molecules useful for “tagging” analytes for characterization.

Abstract: Systems and methods are described herein for selecting content providers based on performance scores of the respective content providers. The system monitors the performance of a content provider, where the performance is based on the quality of service for receiving a media content item from the content provider. Based on the monitored performance, the system may determine if an adequate performance is not achievable. In response to determining that an adequate performance is not achievable, the system compares the performance of the content provider to the performance of a second content provider and provides, on the user device, the media content item from the second content provider.

Abstract: Methods, computing systems, and computer-readable storage media are provided for automatic on-cloud integrated validations for client customizations. According to the methods, a first entity provides a hosted environment in a cloud. The hosted environment hosts a pre-release version of software. The hosted environment receives customizations to the pre-release version of the software. The customizations replace one or more submodules of the pre-release version of the software with a customized version of the one or more submodules, or add one or more new submodules to the customized version of the software. The pre-release version of the software is validated, via an automated test procedure, as being compatible with the customizations.

Abstract: Systems and methods are described herein for automatically identifying spam in social media comments based on comparison of the context or topic of the popular or trending post with the context or topic of each comment associated with the post. Content of a social media post is processed to identify a topic of the social media post. A plurality of comments associated with the social media post are accessed and the topic of each comment is compared to the topic of the social media post and, if the topics do not match, the comment is identified as spam. A notification is generated for display to an administrator of the social media platform on which the social media post resides identifying the comment as spam.

Abstract: Embodiments relate to an integrated circuit of an electronic device that coordinates activities with another integrated circuit of the electronic device. The integrated circuit includes an interface circuit and a processor circuit. The interface circuit communicates over a multi-drop bus connected to multiple electronic components. The processor circuit receives an authorization request from the integrated circuit via the interface circuit and the multi-drop bus. The received authorization request relates to authorization to perform an activity on the other integrated circuit. In response to receiving the authorization request, the processor circuit determines whether the other integrated circuit is authorized to execute the activity.

Abstract: This disclosure provides systems, devices, apparatus, and methods, including computer programs encoded on storage media, for an elimination cache. A graphics processor may obtain an indication of at least one state update from at least one CP associated with a graphics processor, where the at least one state update corresponds to one or more states in a set of states associated with the graphics processor. The graphics processor may determine whether the one or more states are stored in a cache associated with the graphics processor. The graphics processor may discard the at least one state update based on a determination that the one or more states are stored in the cache or update the cache based on a determination that the one or more states are not stored in the cache.

Abstract: Apparatus and methods for access point coordination of data transmissions within a wireless local area network (WLAN). In one embodiment, a method of managing a WLAN using an access point (AP) coordination system. The AP coordination system accepts client device requests through their associated APs and coordinates one or more APs within the WLAN to fulfill the client requests, without forcing the client devices to associate with different APs. The APs fulfilling a client device request are masked under the BSSID of the client-associated AP.

Abstract: Systems, computer program products, and methods are described herein for identification and verification of brute force attacks using hash signature segmentation and behavior clustering analysis. The present invention is configured to receive a plurality of access attempts and an associated plurality of hash values; determine a failure request load based on the plurality of access attempts; determine whether the failure request load meets a failure threshold, wherein, in an instance where the failure request load meets the failure threshold, separating the plurality of access attempts associated with the failure request load into a plurality of hash clusters; generate a behavior cluster for each hash cluster based on shared behavior data of the plurality of access attempts; and determine, based on the behavior cluster for each hash cluster, a likelihood of misappropriation for each access attempt of the plurality of access attempts.

Abstract: Methods and systems for curating notifications from unfollowed accounts are described herein. The system tracks that a first account previously followed a second account and subsequently unfollowed the second account. The system identifies an interest of the first account and monitors the activities of the second account for activity that matches the interest. If there is a match between the interest and an activity of the second account, the system notifies the first account of the activity. These methods and systems provide the user with relevant information from unfollowed accounts.

Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transmission rate. A method performed by a user equipment (UE) in a wireless communication system is provided. The method comprises receiving, from a base station, a radio resource control (RRC) release message including multicast broadcast services (MBS) configuration information and multicast control channel (MCCH) configuration information, wherein the MBS configuration information includes at least one of a list of neighboring cells, a group-radio network temporary identifier (G-RNTI), or an MBS session identity (ID), and the MCCH configuration information is associated with reception of a MBS multicast in an RRC inactive state and in case that a multicast session that the UE joined is not provided for the RRC inactive state in a current cell, performing an RRC connection resume.

Abstract: The disclosure provides compounds with nitrile warheads and their use in treating medical diseases or disorders, such as viral infections. Pharmaceutical compositions and methods of making various compounds with nitrile warheads are provided. The compounds are contemplated to inhibit proteases, such as the 3C, CL- or 3CL-like protease.

Abstract: Systems and methods are disclosed herein for providing a recommendation to modify deficient a deficient content item. A plurality of content items associated with a topic is retrieved. Each of the content items includes a plurality of portions each associated with a respective sub-topic. A rating for each sub-topic of the content items is calculated, and a minimum viable subset of the sub-topics is identified based on the calculated ratings. A new content item associated with the topic is accessed. A plurality of portions of the new content item is identified and a sub-topic for each identified portion is determined. An omitted sub-topic of the minimum viable subset of the sub-topics that is not included in the sub-topics of the new content item is identified, and the system interrupts upload of the new content and recommends modifying the new content item to include a portion with the omitted sub-topic.