Abstract: A method of synchronously executing input/output operations (IOs) for a plurality of applications using a storage device with a file system includes the steps of: receiving a first write IO including an instruction to write first data at a first address of the file system; determining that, within a first range of the file system comprising the first address, there are no pending unmap IOs for deallocating storage space of the storage device from files of the plurality of applications; after determining that there are no pending unmap IOs within the first range, locking the first range to prevent incoming unmap IOs from deallocating storage space within the first range from the files of the plurality of applications; after locking the first range, writing the first data to the storage device at the first address; and after writing the first data, unlocking the first range.

Abstract: Embodiments described herein may be related to apparatuses, processes, and techniques related to thermal routing techniques within a hybrid silicon laser or photonics integrated circuit to facilitate heat extraction during laser operation. In particular dual metal layers, with a top metal layer thermally coupled with P node above a quantum well and extending substantially under a heat sink, and a bottom metal layer thermally coupled with an N node, where the top metal layer and the bottom metal layer are not electrically coupled. Other embodiments may be described and/or claimed.

Abstract: A method of deleting a first pointer block of a plurality of pointer blocks of a file system from a storage device used by a plurality of applications, wherein the plurality of pointer blocks are each subdivided into sub-blocks, includes the steps of: determining that a first sub-block of the first pointer block is marked as being empty of any addresses of the file system at which storage space is allocated to files of the applications; determining that a second sub-block of the first pointer block has not been marked as being empty; in response to the determining that the second sub-block has not been marked as being empty, determining that the second sub-block does not contain any addresses of the file system at which storage space is allocated to the files of the applications; and deleting the first pointer block from the storage device.

Abstract: Computer-implemented methods and systems for identifying corresponding slices in medical image data sets are provided. For example, the systems and methods are based on identifying corresponding slices by systematically quantifying image similarities between the slices comprised in one medical image data set and the slices comprised in another medical image data set.

Abstract: A scheme for restoring a password-protected endpoint device (e.g., a memory device) of a computer system to an operational state from a low power state without requiring user input of a device password. A password received for unlocking the device during a boot process is stored in a secure memory. The password-protected endpoint device subsequently enters the low power state, causing it to lock. During a transition from the low power state to an operational state, it is detected that the password for the endpoint device is stored in the secure memory. The password is fetched from the secure memory and used to unlock the endpoint device, thereby restoring the endpoint device to an operational state.

Abstract: Embodiments of the present disclosure relate to system and method for identifying at least one sensor on at least one user equipment [200] connected to a wireless network, comprising the a mobile management entity (MME) [101] transmitting an initial context setup request for at least one user equipment [200] to a network entity [300] of the wireless network. Next, the network entity [300] transmits a capability enquiry to the at least one user equipment [200] based on the initial context setup request received from the MME [101]. The network entity [300] receives a capability information from the at least one user equipment [200] in response to the capability enquiry, wherein the capability information comprises of sensor capability information of the at least one user equipment [200]. Thereafter, the network entity [300] transmits the capability information of the at least one user equipment [200] to the MME [101].

Abstract: A device including a first magnetic layer, a templating structure and a second magnetic layer is described. The templating structure is on the first magnetic layer. The second magnetic layer is on the templating structure. The templating structure includes D and E. A ratio of D to E is represented by D1-xEx, with x being at least 0.4 and not more than 0.6. E includes a main constituent. The main constituent includes at least one of Al, Ga, and Ge. E includes at least fifty atomic percent of the main constituent. D includes at least one constituent that includes Ir. D includes at least 50 atomic percent of the at least one constituent. The templating structure is nonmagnetic at room temperature. At least one of the first magnetic layer and the second magnetic layer includes at least one of a Heusler compound and an L10 compound.

Abstract: In one embodiment, a system for managing a virtualization environment includes host machines implementing a virtualization environment, a plurality of clusters of the host machines, a virtualized file server (VFS) comprising a plurality of file server virtual machines (FSVMs), and a VFS cluster manager (CM) configured to distribute storage items among the clusters and receive cluster storage statistics for one or more shares of the VFS. The CM is further configured to, in response to a request from a first FSVM to identify a storage location for a storage item, identify a cluster at which the storage item is to be located based on the cluster storage statistics, identify a second FSVM at which the storage item is to be located based on compute usage statistics of one or more FSVMs in the identified cluster, and send an address of the second FSVM to the first FSVM.

Abstract: A networked device communication system can configure network devices (e.g., a primary and secondary database) to send and receive sequences of messages, such as replicated data, using one or more keypairs and wrapping keys. The sequences of messages can include an initial set of messages that are encrypted by a wrapping key, and further include another set of messages that are encrypted by a replaced staggered key. The sequence of messages can be configured to be decrypted without exporting keys of hardware security modules.

Abstract: A method for use by a system computer for granting access to a network resource includes receiving, in a first session, a first request for accessing the network resource, the first request including authorization information of a user of an access computer, initiating, while in the first session and using the first authorization information, a first authorization process with one or more authorization computers, and determining a failure relating to the first authorization process initiated with the one or more authorization computers. The method further includes, upon determining the failure, sending a second request indicating a temporary access token is to be delivered to the access computer in response to an access computer executing a session refresh for initiating a second session.

Abstract: A system, computer program product, and method to deriving a cost model and dynamic adjustment of the derived model responsive to dynamic modification of one or more of the resources in a hybrid shared resource environment. Resources and corresponding configuration information are collected while monitoring runtime utilization of resource performance. As changes to the resources are discovered, the changes are subject to an assessment. A hybrid cost model is derived and configured to account for the one or more resources. The derived hybrid cost model is leveraged to conduct a multi-dimensional resource evaluation of the assessed changed configuration information. Responsive to the multi-dimensional evaluation, a generated resource utilization optimization of the one or more resources is selectively implemented.

Abstract: Data warehousing solutions utilize lengthy and complex SQL instructions. These SQL instructions are difficult to parse and understand underlying logic/transformations performed. Conventionally, extensive analysis, time and effort needs to be spent to understand such SQL instructions and detect any data abnormalities in the SQL instructions. This technical challenge is exacerbated in high-volume production systems that include multiple systems that each utilize their own sets of SQL instructions. Apparatus and methods described herein take as input a natural language inquiry received from a user. The system attempts to parse the natural language inquiry to identify one or more relevant SQL instructions. Apparatus and methods may utilize AI and natural language processing to locate relevant SQL instructions, deconstruct them into subqueries and map a logical operational flow. Based on the mapped logic flow, a natural language response may be formulated to the user inquiry.

Abstract: A task comprising content specified in a first language at a first location associated with an organization is received at a task application associated with a second location of the organization. The task specifies work to be performed at the second location associated with the organization. In response to determining that the first language is different from a second language preferred by a task recipient at the second location of the organization, translation of at least a portion of content of the task from the first language into the second language is automatically obtained by the task application. At least the portion of the content of the task translated to the second language is then displayed to the task recipient in a user interface of the task application.

Abstract: A machine learning (ML) operating mode is selected for a camera. A physical orientation of a housing of a camera is determined. In response to determining the orientation, an operating mode from a set of operating modes is selected. The set of operating modes includes at least a ML inference mode and a ML training mode. Based on the selected operating mode, images obtained by an image capturing unit are processed. In the ML inference mode, a ML controller applies a ML model to the images to infer or predict characteristics of the image (e.g., detecting objects within the images). In the ML training mode, the ML controller is configured to cause a ML model to be trained using images captured by the image capturing unit, either local to the camera or on a remotely located computing device.

Abstract: An axle assembly having an input shaft, an output shaft, and an interaxle differential unit. The interaxle differential unit includes a first side gear, a second side gear, a spider, at least one pinion gear, and a case. The case encircles the first side gear and the spider and has an integral drive gear.

Abstract: A level of classification for each piece of data of one or more pieces of data is determined. A layer of encryption for each piece of data of the one or more pieces of data is determined. A type of encryption for each piece of data of the one or more pieces of data is determined. Other mechanisms applied to each piece of data of the one or more pieces of data is determined. A first constant for the layer of encryption, a second constant for the type of encryption, a third constant for the other mechanisms applied is determined. A risk factor for each piece of data of the one or more pieces of data is determined.

Abstract: A video hardware engine which support dynamic frame padding is disclosed. The video hardware engine includes an external memory. The external memory stores a reference frame. The reference frame includes a plurality of reference pixels. A motion estimation (ME) engine receives a current LCU (largest coding unit), and defines a search area around the current LCU for motion estimation. The ME engine receives a set of reference pixels corresponding to the current LCU. The set of reference pixels of the plurality of reference pixels are received from the external memory. The ME engine pads a set of duplicate pixels along an edge of the reference frame when a part area of the search area is outside the reference frame.

Abstract: This disclosure relates generally to system and method for determining explainability of machine predicted decisions. Typical explainable AI (XAI) solutions are limited by type of data processed, such as structured, semi-structured and unstructured text. In addition, due to limited automation of the process of explainability, typical systems are cumbersome and time-consuming. The system and method provide an end to end solution for automating the determination of explainability of machine predicted decisions. The XAI process output an absolute relevance score indicative of relevance of the features associated with the prediction which is indicative of percentage relevance/contribution of individual feature. The system further computes relative relevance score of the features by adding up all the features and calculating how much each individual feature is contributing to the total score. The relative relevance scores are utilized for determining explainability of decisions of the prediction.

Abstract: A three dimensional circuit system includes a first integrated circuit die having a core logic region that has first memory circuits and logic circuits. The three dimensional circuit system includes a second integrated circuit die that has second memory circuits. The first and second integrated circuit dies are coupled together in a vertically stacked configuration. The three dimensional circuit system includes third memory circuits coupled to the first integrated circuit die. The third memory circuits reside in a plane of the first integrated circuit die. The logic circuits are coupled to access the first, second, and third memory circuits and data can move between the first, second, and third memories. The third memory circuits have a larger memory capacity and a smaller memory access bandwidth than the second memory circuits. The second memory circuits have a larger memory capacity and a smaller memory access bandwidth than the first memory circuits.

Abstract: System and method for journaling metadata update transactions of file system operations use logical metadata update transactions to record metadata updates for a target file in response to file system operation requests at a file system of the system. A single physical metadata update transaction is generated by consolidating multiple logical metadata update transactions for the target file. The physical metadata update transaction is then written to a journal area of a physical storage.