Performing machine learning tasks using instruction-tuned neural networks

Edge deployment of cloud-originated machine learning and artificial intelligence workloads

P Nair, PK Mishra, A Swaminathan… - US Patent …, 2024 - Google Patents
A process can include receiving, by an edge compute unit, a pre-trained machine learning
model from a cloud management platform, wherein the edge compute unit is deployed to an …
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Fleet and asset management and interfaces thereof associated with edge computing deployments

A Motamedi, C Vasquez, G Gordon… - US Patent …, 2024 - freepatentsonline.com
A process can include obtaining a plurality of data points each associated with a respective
edge device of a fleet of edge devices, each respective edge device associated with an …
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Fleet and asset management for edge computing of machine learning and artificial intelligence workloads deployed from cloud to edge

P Nair, PK Mishra, A Swaminathan… - US Patent …, 2024 - Google Patents
A process can include transmitting a pre-trained machine learning model to an edge
compute unit associated with a request. The edge compute unit can perform inference using …
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Real-time search and retrieval of streaming sensor data

PK Mishra - US Patent 12,147,430, 2024 - Google Patents
Abstract Systems and techniques are provided for processing streaming data. For example,
a process can include obtaining, by an edge device, a plurality of data streams …
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Cloud-based fleet and asset management for edge computing of machine learning and artificial intelligence workloads

P Nair, PK Mishra, A Swaminathan… - US Patent …, 2024 - Google Patents
An apparatus can be configured to receive monitoring information associated with a
machine learning (ML) or artificial intelligence (AI) workload implemented by an edge …
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Software anomaly detection

SI Ross, S Houde, FC Martinez… - US Patent App. 17 …, 2023 - Google Patents
2022-02-24 Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION
reassignment INTERNATIONAL BUSINESS MACHINES CORPORATION ASSIGNMENT OF …
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