Abstract: Aspects of a storage device including a plurality of dies and a controller are provided which allow for asymmetric die operation handling so that controller overheads associated with common resource intensive operations may be incurred in the background without delaying subsequent die operations. When the controller receives a command to perform an MLC operation such as programming a number of dies, the controller refrains from performing the MLC operation in one or more of the dies for a period of time while simultaneously performing the MLC operation in a remainder of the dies. Instead, the controller performs another operation, such as an SLC operation, another MLC operation, or a transfer operation, that involves a common resource in these dies during the period of time. Controller overheads associated with these other operations thus are incurred without creating bottlenecks when the number of dies is large, thereby improving storage device performance.

Abstract: Disclosed herein is a solid-state storage device that reduces read time for read time-sensitive data (“RTS data”). Data-characterizing logic characterizes incoming data from a host system as primary data including the RTS data or secondary data including non-RTS data. Memory-cell programming schemes include a primary data-programming scheme for a reduced read-frequency zone for the primary data and a secondary data-programming scheme standard read-frequency zone for the secondary data. Data routing logic routes the primary data to a plurality of physical pages corresponding to lower logical pages of a plurality of logical pages in the at-least-one reduced read-frequency zone with assistance by a logical-to-physical address translator. The lower logical pages require fewer read operations than upper logical pages of the plurality of logical pages to read the primary data, which results in a reduction of the read time for the RTS data in the at-least-one reduced read-frequency zone.

Abstract: A content-aware storage system and method for use therewith are presented. In one embodiment, a storage system is provided comprising a memory and a controller. The controller is configured to receive an image; determine an amount of spare memory space; generate a lower-resolution version of the image, wherein a resolution level of the lower-resolution version of the image is based on the determined amount of spare memory space; and store the image and the lower-resolution version of the image in the memory. Other embodiments are provided.

Abstract: A storage system, host, and method for optimizing storage of a sequence of images are provided. In one embodiment, a storage system is provided comprising a memory and a controller. The controller is configured to: receive, from a host, common image data that is shared by a plurality of images and delta image data that is different in each of the plurality of images; store the common image data and the delta image data in the memory; and create a map for the plurality of images, wherein each image of the plurality of images maps to a memory location of at least a part of the common image data and to a memory location of that image's delta image data. Other embodiments are provided.

Abstract: Systems, methods, and media are used to identify phishing attacks. A notification of a phishing attempt with a parameter associated with a recipient of the phishing attempt is received at a security management node. In response, an indication of the phishing attempt is presented in a phishing attempt search interface. The phishing attempt search interface may be used to search for additional recipients, identify which recipients have been successfully targeted, and provide a summary of the recipients. Using this information, appropriate security measures in response to the phishing attempt for the recipients may be performed.

Abstract: Examples described herein include systems and methods for providing user flow insights on a graphical user interface (“GUI”) for application process implementations across a network. The GUI can visualize successful and unsuccessful implementations of processes of an enterprise application. This can help administrative users more quickly identify issues with the application, which can report user flow information to a server. The GUI can present a first visual overlay comparing successful and unsuccessful user flows over specified time periods. Groups of successful and unsuccessful user flows can be displayed on top of one another for immediate relative visualization. Additionally, user flows can be grouped according to application processes and summarized in a second visual overlay. The second visual overlay can represent all user flows for an application process and be accompanied by a table of user flow entries, which may be expanded to reveal discrete events defining individual user flows.

Abstract: A decoding system and method of a non-volatile memory are provided in which information regarding a characteristic of a non-volatile memory is used to determine an initial log-likelihood-ratio (LLR) table from among a number of LLR tables. The decoding is then performed using the determined initial LLR table.

Abstract: A motor grader is disclosed. The motor grader may include an articulated implement. The motor grader may include an articulation control device. The articulation control device may be configured to determine that articulation motion of the articulated implement is occurring, for a threshold amount of time, in a second direction that is different from a first direction indicated by an articulation control command. The articulation control device may be configured to perform a response action based on determining that articulation motion of the articulated implement is occurring, for the threshold amount of time, in the second direction that is different from the first direction indicated by the articulation control command.

Abstract: On-chip XOR parity data management combines storage blocks in non-volatile memory. Multiple source storage blocks are selected to be combined and stored into a destination storage block. Each source storage block includes a data section and a parity section. The parity section includes XOR parity data that enables data recovery of physical pages of the source storage block. The source storage blocks are merged into the destination storage block, which is configured to store multiple bits per memory cell. Parity sections of one or more of the plurality of source storage blocks remain unchanged after merging into the destination storage block.

Abstract: Systems, methods, and media are used to identify phishing attacks. A notification of a phishing attempt with a parameter associated with a recipient of the phishing attempt is received at a security management node. In response, an indication of the phishing attempt is presented in a phishing attempt search interface. The phishing attempt search interface may be used to search for additional recipients, identify which recipients have been successfully targeted, and provide a summary of the recipients. Using this information, appropriate security measures in response to the phishing attempt for the recipients may be performed.

Abstract: A control device may obtain data related to at least one position of an implement of a work machine that has moved to a set position. The control device may identify one or more first noise amplitudes associated with the data and may determine, based on the one or more first noise amplitudes, a noise band related to the implement vibrating at the set position. The control device may identify one or more second noise amplitudes associated with the data and may determine, based on the noise band and the one or more second noise amplitudes, that the implement has settled at the set position. The control device may allow, based on determining that the implement has settled at the set position, the implement to move to another position.

Abstract: A controller may identify a command to move an implement in a particular direction and an amount of time for the implement to move in the particular direction. The controller may determine an estimated velocity of the implement moving in the particular direction. The controller may determine a predicted travel distance of the implement in the particular direction. The controller may cause, based on a stop position associated with the particular direction and the predicted travel distance of the implement in the particular direction, the implement to move from a current position to a reset position. The controller may cause the command to be executed to cause the implement to move, in the particular direction and for the amount of time, from the reset position to another position without hitting the stop position associated with the particular direction.

Abstract: A control may obtain first data related to a plurality of positions of an implement of a work machine during a first time period and may determine, based on the first data, a first noise value related to at least one velocity of the implement for the first time period. The control device may obtain second data related to a plurality of positions of the implement during a second time period and may determine, based on the second data, a second noise value related to at least one velocity of the implement for the second time period. The control device may determine, based on the first noise value and the second noise value, a start of motion of the implement. The control device may cause, based on determining the start of motion of the implement, the implement to be calibrated.

Abstract: Provided are computer-implemented methods for managing computational cluster access to multiple domains. The method includes generating, using a ticket-based computer network authentication protocol, a primary set of keys based on remote system access credentials for a primary domain and a secondary set of keys based on remote system access credentials for a secondary domain. The method includes merging the primary set of keys with the secondary set of keys to form a merged set of keys. The method further includes activating a system daemon to provide access to the primary domain and the secondary domain by a computational cluster based on the merged set of keys. The method further includes connecting, using the ticket-based computer network authentication protocol via the system daemon, a remote computing device of the primary domain and a remote computing device of the secondary domain to the computational cluster.

Abstract: Systems and methods for providing write process optimization for memristors are described. Write process optimization circuitry manipulates the memristor's write operation, allowing the number of cycles in the write process is reduced. Write process optimization circuitry can include write current integration circuitry that measures an integral of a write current over time. The write optimization circuitry can also include shaping circuitry. The shaping circuitry can shape a write pulse, by determining the pulse's termination, width, and slope. The write pulse is shaped depending upon whether the target memristor device exhibits characteristics of “maladroit” cells or “adroit” cells. The pulse shaping circuitry uses the integral and measured write current to terminate the write pulse in a manner that allows the memristor, wherein having maladroit cells and adroit cells, to reach a target state.

Abstract: An apparatus includes a plurality of memory die and a controller coupled to the plurality of memory die. The controller is configured to selectively process a plurality of random read commands in such a way to reduce a total time required to execute the random read commands.

Abstract: Examples of a content alignment system are provided. The system may receive a content record and a content creation requirement. The system may implement an artificial intelligence component to sort the content record into a plurality of objects and for identifying an object boundary for each of the plurality of objects. The system may identify a plurality of images and implement a first cognitive learning operation to identify an image boundary for each of the plurality of images. The system may identify a plurality of exhibits and implement a second cognitive learning operation to identify a data pattern associated with each of the plurality of exhibits. The system may implement a third cognitive learning operation for determining a content creation model by evaluating the plurality of objects, the plurality of images, and the plurality of exhibits. The system may generate a content creation output to resolve the content creation requirement.

Abstract: Examples described herein include systems and methods for providing user flow insights on a graphical user interface (“GUI”) for application process implementations across a network. The GUI can visualize successful and unsuccessful implementations of processes of an enterprise application. This can help administrative users more quickly identify issues with the application, which can report user flow information to a server. The GUI can present a first visual overlay comparing successful and unsuccessful user flows over specified time periods. Groups of successful and unsuccessful user flows can be displayed on top of one another for immediate relative visualization. Additionally, user flows can be grouped according to application processes and summarized in a second visual overlay. The second visual overlay can represent all user flows for an application process and be accompanied by a table of user flow entries, which may be expanded to reveal discrete events defining individual user flows.

Abstract: Systems and methods for providing write process optimization for memristors are described. Write process optimization circuitry manipulates the memristor's write operation, allowing the number of cycles in the write process is reduced. Write process optimization circuitry can include write current integration circuitry that measures an integral of a write current over time. The write optimization circuitry can also include shaping circuitry. The shaping circuitry can shape a write pulse, by determining the pulse's termination, width, and slope. The write pulse is shaped depending upon whether the target memristor device exhibits characteristics of “maladroit” cells or “adroit” cells. The pulse shaping circuitry uses the integral and measured write current to terminate the write pulse in a manner that allows the memristor, wherein having maladroit cells and adroit cells, to reach a target state.

Abstract: This disclosure describes methods and systems for protecting machine learning models against privacy attacks. A machine learning model may be trained using a set of training data and causal relationship data. The causal relationship data may describe a subset of features in the training data that have a causal relationship with the outcome. The machine learning model may learn a function that predicts an outcome based on the training data and the causal relationship data. A predefined privacy guarantee value may be received. An amount of noise may be added to the machine learning model to make a privacy guarantee value of the machine learning model equivalent to or stronger than the predefined privacy guarantee value. The amount of noise may be added at a parameter level of the machine learning model.