公开(公告)号：US12287868B2

公开(公告)日：2025-04-29

申请号：US17927854

申请日：2021-05-10

Applicant: Microsoft Technology Licensing, LLC

Inventor： Yunxin Liu ,  Jiahui Hou

IPC: G06F21/53

Abstract: According to implementations of the subject matter described herein, there is provided a solution for secure execution of a machine learning network. An operation of a first network layer of a machine learning network is executed in an uTEE of a computing device based on an input of the first network layer and a first set of modified parameter values, to obtain a first error intermediate In output. The modified parameter values are determined by modifying at least one subset of parameter values of the first network layer with first secret data. A first corrected intermediate output is determined in a TEE of the computing device by modifying the first error intermediate output at least based on the input and first secret data. A network output is determined based on the first corrected intermediate output. In this way, it is possible to protect the confidentiality of the machine learning network.

公开(公告)号：US12287816B1

公开(公告)日：2025-04-29

申请号：US18385408

申请日：2023-10-31

Applicant: Microsoft Technology Licensing, LLC

Inventor： Sayan Dev Pathak ,  Osama Abuelsorour ,  Christopher Hakan Basoglu ,  Harini Kesavamoorthy ,  Girish Milind Mahajan ,  Salman Mohammad Quazi ,  Valeriy Viktorovich Kirshin

IPC: G06F16/33 ,  G06F16/332 ,  G06F16/3329 ,  G06F16/334

Abstract: A technique partitions a user's original query into plural smaller component queries, each of which has a common part and an instance-specific part. The technique distributes the component queries to plural processor instances of a processor. The plural processor instances transform the respective component queries into query-component responses by acting in parallel, independent of each other. The technique generates a final response based on the query-component responses, e.g., by assembling the component-query responses into the final response. The technique reduces latency because the processor instances work on parts of the user's original query at the same time, rather than as a single stream of consecutive tokens. The plural processor instances have access to a shared cache memory, and utilize relevant data that has been computed in response to previous queries.

公开(公告)号：US20250132990A1

公开(公告)日：2025-04-24

申请号：US18939228

申请日：2024-11-06

Applicant: Microsoft Technology Licensing, LLC

Inventor： Ariel KENIG ,  Yaniv Haim YEHUDA

IPC: H04L41/5009 ,  H04L41/0654 ,  H04L43/04

Abstract: Examples of the present disclosure describe systems and methods for implementing a success rate SLI solution for service pipelines. In aspects, a metrics service may detect that a number of payloads relating to one or more activities or service requests have been received at one or more services of a service pipeline. For each payload processed by a service of the service pipeline, the metrics service may determine a set of payload processing metrics for the service. The set of payload processing metrics for the service may be applied to the payload. The payload processing metrics for each service may be aggregated and used to calculate a success rate for payloads processed using the service pipeline. Based on the success rate, an SLI may be evaluated and/or an action associated with the activity/service request may be performed.

公开(公告)号：US20250132594A1

公开(公告)日：2025-04-24

申请号：US18382946

申请日：2023-10-23

Applicant: Microsoft Technology Licensing, LLC

Inventor： Julian Arlo BINDER ,  Kang KANG

IPC: H02J7/34 ,  G02B27/01 ,  G05B13/02 ,  H02J7/00

Abstract: Circuitry configured to determine whether a backup battery is capable of providing power to power a load are provided. A circuit can include a backup battery, a sensor electrically coupled to generate condition data indicative of a condition in an environment of the backup battery, a first current sense device electrically coupled to generate first current data indicative of an amount of current provided to load circuitry, a backup battery controller coupled to the backup battery, sensor, and the first current sense device, the backup battery controller configured to determine based on the condition data and the first current data whether the backup battery is available to provide power to the load circuitry, and provide an electrical signal indicative of whether the backup battery is available to provide the power to the load circuitry.

公开(公告)号：US20250131362A1

公开(公告)日：2025-04-24

申请号：US18493762

申请日：2023-10-24

Applicant: Microsoft Technology Licensing, LLC

Inventor： Oz SOLOMON ,  Monroe Milas THOMAS ,  Joseph Jacques-André CHAMBERLAND ,  Fernando N. VITON ,  Matthew James STEPHURE ,  Fatemeh JAFARGHOLI

IPC: G06Q10/0637

Abstract: Users create, view, and interact with massive amounts of content every day, including browsing websites, engaging with social platforms, collaborating electronically with friends and colleagues, transacting with apps and/or plugins, creating and editing documents, and the like. Traditionally, the content associated with various user interactions is siloed based on the entity with which the user interacts. Accordingly, to achieve a goal, it is up to the user to compile content across various sources, identify and organize tasks and subtasks, and track progress and completion of the goal. The present application determines a goal for a user based on monitoring user interactions. A data structure is created for the goal, including determining applicable tasks and subtasks. The data structure becomes a living entity for storing and tracking the goal by continuing to monitor user interactions and determine the user's progress towards completion of each task and, ultimately, the goal.

公开(公告)号：US20250130812A1

公开(公告)日：2025-04-24

申请号：US18492568

申请日：2023-10-23

Applicant: Microsoft Technology Licensing, LLC

Inventor： Jade Megan DSouza ,  Alexey Altoukhov ,  Andrew Micheal Relyea ,  Sun Kim Davey ,  Donghoon Park ,  Haris Farhan Mohammad ,  Oleg Surmachev ,  Vishwa Shobhit Sahay ,  Alexander Geoffrey Howells

IPC: G06F9/4401

Abstract: Systems, methods, apparatuses, and computer program products are disclosed for employing a hybrid boot to reimage a target device using a mobile device. A mobile device provides, to a target device, a boot file configured to execute an intermediate operating system. The mobile device performs a user presence check to determine whether the target device is in proximity to the mobile device. Responsive to determining that the target device is in proximity to the mobile device, the mobile device provides, to the intermediate operating system on the target device, transfer information associated with at least a first restricted-access portion of a customized system image to cause the intermediate operating system to obtain the first restricted-access portion of the customized system image and reimage the target device based at least on the first restricted-access portion of the customized system image.

公开(公告)号：US12282578B2

公开(公告)日：2025-04-22

申请号：US18649594

申请日：2024-04-29

Applicant: Microsoft Technology Licensing, LLC

Inventor： Mathias François Roger Lécuyer

IPC: G06F21/62 ,  G06N3/04 ,  G06N3/08

Abstract: Generally discussed herein are devices, systems, and methods for improving phishing webpage content detection. A method can include instantiating an odometer with a nested privacy filter architecture, the nested privacy filter including privacy filters of different, increasing sizes, training a DL model, maintaining, during training and by a privacy odometer that operates using the nested privacy filter, a running total of privacy loss budget consumed by the training, and responsive to a query for the total privacy loss budget consumed, returning, by the odometer, a size of a smallest privacy filter of the nested privacy filters that is bigger than the running total of the privacy loss budget.

公开(公告)号：US12282380B2

公开(公告)日：2025-04-22

申请号：US17926078

申请日：2021-05-18

Applicant: Microsoft Technology Licensing, LLC

Inventor： Vishal Jain ,  Teague Curtiss Mapes ,  Jonathan Kent Ross

IPC: G06F11/07

Abstract: The present disclosure relates to systems, methods, and computer-readable media for facilitating efficient retrieval of diagnostic information from a computing endpoint that experiences a failure condition. For example, systems described herein may detect or otherwise identify a failure condition associating with the computing endpoint operating in an erroneous or unpredictable matter. Systems described herein may involve carving out a portion of memory on the computing endpoint that is accessible to a host system (e.g., a CPU). Systems described herein may further provide a discoverable resource that enables a host system to identify and collect the diagnostic data in response to identifying a failure condition in an efficient manner and without requiring that the computing endpoint be capable of responding to data requests.

公开(公告)号：US12282375B2

公开(公告)日：2025-04-22

申请号：US18529591

申请日：2023-12-05

Applicant: Microsoft Technology Licensing, LLC

Inventor： Mika Juhani Rintamaeki ,  Gregory Allen Nielsen ,  Rajagopal K. Venkatachalam ,  Ajit Justin ,  Francisco Cantu De La Garza

IPC: G06F1/32 ,  G05B17/02 ,  G06F1/20 ,  G06F1/3212 ,  G06F1/3234

Abstract: A method of thermal and power control in a computing device includes, at the computing device, initializing a thermal module of the computing device, receiving data at the thermal module from a first component assigned to an interface of the thermal module, and sending an output to a second component from the thermal module based on the data. Initializing the thermal module includes detecting a presence of a plurality of potential components of the computing device; querying each of the plurality of potential components to determine capabilities of each component; in response to the querying, for each of at least a subset of the plurality of potential components receiving identification information for the component and, based on the received identification information, configuring one or more interfaces of the plurality of predefined interfaces of the thermal module to establish communication with the sub set of components.

公开(公告)号：US12281975B2

公开(公告)日：2025-04-22

申请号：US17837412

申请日：2022-06-10

Applicant: Microsoft Technology Licensing, LLC

Inventor： Robert Craig McFarlane, Jr. ,  Craig Steven Ranta

IPC: G01N15/06 ,  G01N15/075 ,  H05K7/20

Abstract: An immersion cooling system includes an immersion tank defining an immersion chamber therein, an immersion working fluid, an energy source, an optical sensor, and a microcontroller. The immersion working fluid is positioned at least partially in the immersion chamber and the immersion working fluid has a liquid phase and a vapor phase. The energy source is positioned and oriented to direct an infrared beam through a portion of the vapor phase with a beam path and path length. The optical sensor is positioned in the beam path. The microcontroller is configured to determine vapor concentration in the immersion chamber based at least partially on data from the path length, the optical sensor, and the energy source.