Abstract: Methods and systems are provided for waveform processing for sensing with a wireless network, and more particularly, with a wireless transmit/receive unit (WTRU). The WTRU receives, from a wireless network, first sensing configuration information for a sensing measurement, wherein the first sensing configuration information indicates a first type of waveform processing. The WTRU performs sensing measurements based on the first type of waveform processing to generate data first measurement report and transmit, to the wireless network, the first measurement report. After transmitting the first measurement report, the WTRU receives, from the wireless network, second sensing configuration information indicating a second type of waveform processing. The WTRU perform sensing measurements based on the second type of waveform processing to generate a second measurement report and the WTRU transmit, to the wireless network, the second measurement report.

Abstract: Systems and methods for active directory protection in zero trust networks. In an embodiment, steps include performing inline monitoring of traffic associated with a cloud-based system; detecting one or more active directory protocols based on the inline monitoring; classifying the traffic as being associated with any of the one or more active directory protocols; inspecting the traffic associated with the one or more detected active directory protocols; and generating one or more active directory logs based on the inspecting and classifying.

Abstract: Described are novel targeting ligands that may be linked to compounds, such therapeutic compounds that are useful in directing the compounds to the in vivo target. The targeting ligands disclosed herein can serve to target expression-inhibiting oligomeric compounds, such as RNAi agents, to liver cells to modulate gene expression. The targeting ligands disclosed herein, when conjugated to a therapeutic compound, may be used in a variety of applications, including use in therapeutic, diagnostic, target validation, and genomic discovery applications. Compositions including the targeting ligands disclosed herein when linked to expression-inhibiting oligomeric compounds are capable of mediating expression of target nucleic acid sequences in liver cells, such as hepatocytes, which may be useful in the treatment of diseases or conditions that respond to inhibition of gene expression or activity in a cell, tissue, or organism.

Abstract: In accordance with an embodiments disclosed herein, there are provided methods, mechanisms, techniques, and apparatuses for presentation of direct accessed storage under a logical drive model; for implementing a distributed architecture for cooperative NVM Data protection; data mirroring for consistent SSD latency; for boosting a controller's performance and RAS with DIF support via concurrent RAID processing; for implementing arbitration and resource schemes of a doorbell mechanism, including doorbell arbitration for fairness and prevention of attack congestion; and for implementing multiple interrupt generation using a messaging unit and NTB in a controller through use of an interrupt coalescing scheme.

Abstract: A method including receiving, at a data distribution platform, a selection of a data package comprising a high fidelity data package. The method also includes filtering, automatically by a filtering application of the data distribution platform, the high fidelity data package to form a marketing data package. Filtering includes removing sufficient data from the high fidelity data package such that the marketing data package is a marketing data package. The method also includes publishing the marketing data package within the data distribution platform.

Abstract: A method is provided for predicting whether a melanoma patient has a single lymph node metastasis or multiple metastases. RNA data can be received from tumor-involved lymph nodes of patients confirmed to have single or multiple metastases. The data between these groups can be compared to identify a set of differentially expressed genetic features independently associated with either single or multiple metastatic nodes. A machine learning model can be trained on the identified features to predict whether a new lymph node specimen is from a patient with single metastasis. The model can be used for generating personalized lymphadenectomy treatment recommendations.

Abstract: A computer-implemented method for displaying medical image data is provided. The method comprises receiving medical image data indicative of a patient anatomy having multiple connected parts that are movable relative to each other, creating at least two different bounding boxes in the medical image data so that each bounding box comprises image data indicative of at least one respective part of the patient anatomy not indicated by the image data of another one of the bounding boxes, and simultaneously displaying images, wherein each of the images is associated with a different one of the at least two different bounding boxes. A computer program, a carrier and a surgical planning system are also provided.

Abstract: Responsive to data being indicative of conditions that will decrease a life of a battery to the extent the life expectancy will be less than a target value with a confidence that exceeds a first threshold, a processor may generate an alert or mitigation recommendations. Responsive to data being indicative of the cause of conditions that result in the life expectancy to be less than a target value with a confidence that exceeds a second threshold, the processor may implement a control strategy or set of control strategies to benefit the life expectancy of the battery.

Abstract: Systems and methods include creation of data associated with an instance of an entity, requesting, in response to creating the data, of execution of a partial anomaly check of stored data associated with the instance of the entity, detection of a log entry associated with the partial anomaly check, identification, based on the log entry, of the instance of the entity, determination that the instance of the entity is a critical instance, determination, in response to determining that the instance of the entity is a critical instance, to perform a full anomaly check based on the instance of the entity, and requesting, in response to determining to perform the full anomaly check, of execution of a full anomaly check of stored data associated with the instance of the entity.

Abstract: In accordance with embodiments disclosed herein, there are provided methods, systems, mechanisms, techniques, and apparatuses for presentation of direct accessed storage under a logical drive model; for implementing a distributed architecture for cooperative NVM Data protection; data mirroring for consistent SSD latency; for boosting a controller's performance and RAS with DIF support via concurrent RAID processing; for implementing arbitration and resource schemes of a doorbell mechanism, including doorbell arbitration for fairness and prevention of attack congestion; and for implementing multiple interrupt generation using a messaging unit and NTB in a controller through use of an interrupt coalescing scheme.

Abstract: Systems and methods for application management are disclosed. The system may include a probe system and one or more director systems, each comprising at least one memory and one or more processors configured to execute instructions. The instructions may include monitoring an availability of an application; updating a status associated with the availability of the application in a first data store; polling the first data store in intervals to retrieve the status associated with the availability of the application; upon retrieving at least a consecutive predetermined number of statuses associated with the application being unavailable, determining the application is unavailable; determining whether at least one other director system of the one or more director systems has determined the application is unavailable; and upon determining the at least one other director system of the one or more director systems has determined the application is unavailable, triggering a failover process.

Abstract: Systems and methods for traffic inspection using payload offsets include performing inline monitoring between one or more endpoints and the internet; receiving a payload based on the inline monitoring; and performing traffic inspection of the payload based on one or more inspection offset values, wherein the one or more inspection offset values define one or more points within the payload for inspection to begin.

Abstract: A computer-implemented method for supporting a surgeon in validating an implant placement. The method includes obtaining preoperative patient image data including representations of a plurality of anatomical elements of a patient's body. Implant placement data indicative of a pose of at least one placed implant relative to at least one of the anatomical elements is obtained. Tracking data indicative of a change of a relative pose of at least one of the anatomical elements is obtained. Based on the preoperative patient image data, the implant placement data and the tracking data, a first simulated patient image is determined and includes representations of the plurality of anatomical elements with the at least one of the anatomical elements having the changed pose. The simulated patient image includes visualization of the placed implant. Display of the first simulated patient image is triggered to support the surgeon in validating the placement of the implant.

Abstract: Systems and methods for probability-based inline rule inspection include performing inline monitoring between one or more endpoints and the internet; receiving a payload based on the inline monitoring; and performing traffic inspection of the payload based on one or more rules, wherein each of the one or more rules are inspected based on a probability assigned thereto, and wherein the probability assigned to each of the one or more rules can be a function of an execution time of each of the one or more rules and a historic effectiveness of each of the one or more rules.

Abstract: Systems and methods include creation of data associated with an instance of an entity, requesting, in response to creating the data, of execution of a partial anomaly check of stored data associated with the instance of the entity, detection of a log entry associated with the partial anomaly check, identification, based on the log entry, of the instance of the entity, determination that the instance of the entity is a critical instance, determination, in response to determining that the instance of the entity is a critical instance, to perform a full anomaly check based on the instance of the entity, and requesting, in response to determining to perform the full anomaly check, of execution of a full anomaly check of stored data associated with the instance of the entity.

Abstract: Systems and methods include responsive to a user initiating a session with a resource, determining a master fingerprint of a device associated with the user; collecting, at predefined time intervals, one or more additional fingerprints during the session; comparing the one or more additional fingerprints with the master fingerprint; and performing one or more actions based on the comparing.

Abstract: Systems and methods for application management are disclosed. The system may include a probe system and one or more director systems, each comprising at least one memory and one or more processors configured to execute instructions. The instructions may include monitoring an availability of an application; updating a status associated with the availability of the application in a first data store; polling the first data store in intervals to retrieve the status associated with the availability of the application; upon retrieving at least a consecutive predetermined number of statuses associated with the application being unavailable, determining the application is unavailable; determining whether at least one other director system of the one or more director systems has determined the application is unavailable; and upon determining the at least one other director system of the one or more director systems has determined the application is unavailable, triggering a failover process.

Abstract: A method for controlling an electrified vehicle (EV) having a battery pack includes transmitting, by the EV, a plurality of battery operation characteristics to a remote server over a period of time during which the battery pack undergoes a plurality of charge-discharge operations, and charging and discharging the battery pack according to a power limit defined using an updated battery parameter estimated by the remote server from a former battery parameter, employed during the plurality of charge-discharge operations, using the plurality of battery operation characteristics.

Abstract: Disclosed are a method for constructing a database, a method for labeling an association degree of biological sequences, a method for retrieving a document, and a computer device. In the solution of this application, a biological sequence and attribute information are extracted from a target document, and an entry in a database is constructed based on the extracted biological sequence and the attribute information. When a user conducts retrieval based on the database, a server can match an entry for the user by means of the biological sequence and the attribute information in the entry or a combination of the two. Therefore, when applied to a retrieval platform, the database of this application can provide the user with various types of retrieval support, such as biological sequence retrieval, biological sequence attribute retrieval, and comprehensive biological sequence and biological sequence attribute retrieval, and the like.