Automatic expected validation definition generation for data correctness in AI/ML pipelines
Granted: September 10, 2024
Patent Number:
12086153
Systems and methods are provided for generating extract-transform-load (“ETL”) machine learning (“ML”) pipeline validation rules based on user-input, wherein the ETL ML pipeline validation rules may be applicable to validate an ETL ML pipeline against multiple test datasets. The ETL ML pipeline validation rules may comprise compute-type validation rules for computing expected values of data structures within a dataset output by the ETL ML pipeline. The ETL ML pipeline validation…
Maintaining reliable connection between an access point and a client device
Granted: September 10, 2024
Patent Number:
12089142
Examples described herein relate to maintaining a reliable connection between a client device and an access point (AP). Based on the data frames exchanged between the AP and a client device of a plurality of client devices communicatively coupled to the AP after the client device is connected to the AP, the AP may determine whether a client device is experiencing performance issues with respect to a wireless communication feature. In response to determining that the client device is…
Dynamic intrusion detection and prevention in computer networks
Granted: September 10, 2024
Patent Number:
12088633
The present disclosure describes dynamic intrusion detection and prevention in computer networks. The method includes generation of clusters of network sites based on a plurality of parameters related to operational features and network threats associated with the network sites. Data models are trained upon the clusters developed through the clustering. The data models are executed to predict a threat frequency of each network threat for each cluster. A difference between the predicted…
Platform for privacy preserving decentralized learning and network event monitoring
Granted: September 10, 2024
Patent Number:
12088610
Systems and methods are provided for implementing pattern detection as a first step for security improvements of a computer network. The pattern detection may utilize a machine learning (ML) model for predicting network tuple parameters. The ML model can be trained on labelled data flow information and deployed by a central server for preventing network-wide cyber-security challenges (e.g., including DNS flux, etc.). Networking devices (e.g. switches, etc.) can monitor the data flow…
Intelligent lifecycle management of analytic functions for an IOT intelligent edge with a hypergraph-based approach
Granted: September 10, 2024
Patent Number:
12088476
The disclosure relates to a framework for dynamic management of analytic functions such as data processors and machine learned (“ML”) models for an Internet of Things intelligent edge that addresses management of the lifecycle of the analytic functions from creation to execution, in production. The end user will be seamlessly able to check in an analytic function, version it, deploy it, evaluate model performance and deploy refined versions into the data flows at the edge or core…
Global motion suppression in an event-driven camera
Granted: September 10, 2024
Patent Number:
12087058
Examples for global motion suppression in an event-driven camera are described herein. In some examples, global motion of an event-driven camera is detected based on a plurality of pixels of an event-driven image sensor detecting events. The global motion may be suppressed by event-driven image sensor circuitry in response to detecting the global motion.
Predictive data capacity planning
Granted: September 10, 2024
Patent Number:
12086710
Predictive big data capacity planning is described. An example includes instructions for receiving workload data and computing operation data related to workload processing for a customer in a computing infrastructure, the computing infrastructure including one or more clusters, the one or more clusters including one or more data nodes; analyzing the received data to identify relationship information between the workload data and the computing operation data; performing predictive…
Signals to I/O devices based on virtual computer messages
Granted: September 10, 2024
Patent Number:
12086659
A computer-readable medium may store machine-readable instructions for execution by a processor. There may be a connection between the processor and a virtual computer. The processor may establish a first data channel between the processor and the virtual computer based on the connection between the processor and the virtual computer. The connection may comprise a second data channel to transfer input/output (I/O) data between the processor and the virtual computer. The processor may…
Providing burst mode faster than preset threshold speed
Granted: September 10, 2024
Patent Number:
12086481
An example method of operating an image forming apparatus includes activating a burst mode function to provide a speed faster than a threshold speed of a general speed mode for a job having a specific condition, determining whether a requested job satisfies the specific condition, setting a speed mode of the requested job satisfying the specific condition as the burst mode, and controlling a device related to image formation to operate in the burst mode when a processing order of the…
Anonymization protocols
Granted: September 10, 2024
Patent Number:
12086286
An example system may include a processor and a non-transitory machine-readable storage medium storing instructions executable by the processor to determine a type of data to be added to a log file; determine a selected anonymization protocol for the type of the data; and anonymize the data according to the anonymization protocol as the data is added to the log file.
Computing devices for encryption and decryption of data
Granted: September 10, 2024
Patent Number:
12086076
A computing device is disclosed. The computing device includes a central processing unit and a mass storage bus. The central processing unit includes an application processing unit and an immutable encryption key for use with the encryption of data and the decryption of data. The application processing unit includes an instruction set to perform an encryption of data and a decryption of data stored via the mass storage bus. The immutable encryption key stored in the central processing…
Forecasting device usage using motifs of univariate time-series dataset and combined modeling
Granted: September 10, 2024
Patent Number:
12086000
Systems and methods are provided for compressing a time-series dataset from a monitored device into a compressed dataset representation. Using an unsupervised machine learning model, the system may group a contiguous set of datapoints of the time-series dataset and group, using a distance algorithm, the first cluster to a first motif. Many motifs can be generated to identify different data signatures in the time-series dataset. The plurality of motifs can be used to generate a data…
Connection structure for coupling with toner cartridge
Granted: September 10, 2024
Patent Number:
12085886
An example connection structure includes a connector and a connector support body. The connector is to engage with a coupler of a toner cartridge at a driving position when the toner cartridge is located at an operable position. The connector support body is rotatable about a rotation axis. The connector is also to support the connector to allow the connector to be inclined toward one side or another side with respect to the rotation axis while moving along the rotation axis with respect…
Connection structure for coupling with toner cartridge
Granted: September 10, 2024
Patent Number:
12085885
An example connection structure to couple with a toner cartridge includes a connector to be located at a driving position to contact a coupler provided in a toner cartridge, or a tilting position to be tilt with respect to the driving position, and a position maintaining portion to maintain the connector at the tilting position when the connector is separate from the coupler. The connector located at the tilting position is tilted toward a direction opposite to a direction in which the…
Toner cartridge having front cover
Granted: September 10, 2024
Patent Number:
12085884
A toner cartridge includes: a housing to accommodate toner and including a fastening boss at a front end; a front cover including a fastening hole aligned with the fastening boss; a fastening member including a fastening portion and a head portion, the fastening portion configured to pass through the fastening hole and be fastened to the fastening boss to couple the front cover to the housing; and a separating portion to allow the fastening hole to be separated from the head portion of…
Reducing caking of build material
Granted: September 3, 2024
Patent Number:
12076915
According to one aspect, there is provided a method of selectively solidifying successive layers of build material in a 3D printing system. The method comprises obtaining data relating to a 3D object to be generated, forming a layer of build material on a build platform, applying to the formed layer a pattern of fusing agent corresponding to a portion of the layer to be solidified to form a layer of the object, applying to the formed layer a pattern of anti-caking agent on portions of…
Distributed state store supporting multiple protocols
Granted: September 3, 2024
Patent Number:
12079653
Examples described herein are generally directed to facilitating access to container state through multiple protocols. According to an example, a distributed state store is provided in which container state is accessible by multiple client containers via nodes of the distributed state store across which the container state is replicated. Responsive to receipt from a first client container of a storage request via a first application programming interface (API) method of the distributed…
Method and system for hardware-assisted pre-execution
Granted: September 3, 2024
Patent Number:
12079631
One aspect provides a system for hardware-assisted pre-execution. During operation, the system determines a pre-execution code region comprising one or more instructions. The system increments a global counter upon initiating the one or more instructions. The system issues a first instruction, which involves setting, in a first entry for the first instruction in a data structure, a first prefetch region identifier with a current value of the global counter. Responsive to a head pointer…
Dimensions in additive manufacturing
Granted: September 3, 2024
Patent Number:
12079546
In an example, a method includes obtaining an indication of a deviation from an expected dimension of at least one dimension of an object generated using an additive manufacturing apparatus. A geometrical compensation model to apply to object model data for generating objects using additive manufacturing to compensate for anticipated deviations in dimensions may be determined from the obtained indication. The geometrical compensation model may comprise a first value to apply to object…
Dimensional compensations in additive manufacturing
Granted: September 3, 2024
Patent Number:
12076931
In an example, a method includes receiving, by at least one processor, object model data representing at least a portion of a first object that is to be generated by an additive manufacturing apparatus. An indication of a proportion of the first object which is solid may be determined, and, based thereon, a dimensional compensation value may be determined. The determined dimensional compensation value may be applied to the object model data to determine modified object model data.
