公开(公告)号：US20230019200A1

公开(公告)日：2023-01-19

申请号：US17864878

申请日：2022-07-14

Applicant: Advanced Micro Devices, Inc.

Inventor： Ian Ferreira ,  Paulo R. Pereira De Souza

IPC: H04L9/40

Abstract: A system and method for providing automatic interactive access to headless cluster managers by combining two different resource managers with different capabilities. Hybrid cluster deployments are created, and interactive access is automatically provided to headless cluster managers by using one framework, which supports interactive access, to access the other framework, which does not natively support interactive access. A client in a first framework may create a secure connection from the first framework to a node in a second framework and then pass interactive users requests such as requests for data from storage through the first framework and the secure connection to the node in the second framework, which can access storage.

公开(公告)号：US20230017644A1

公开(公告)日：2023-01-19

申请号：US17864885

申请日：2022-07-14

Applicant: Advanced Micro Devices, Inc.

Inventor： Ian Ferreira ,  Miller Tracy ,  Eric Hullander

IPC: G10L15/01 ,  G10L21/10

Abstract: A system and method for characterizing the data used to train a model for machine learning inference. Training data and production data may both be fingerprinted, and the fingerprints may be compared to detect undesirable variances between training and production data. This may allow performance issues relating to differences in the training data set versus the production data set to be more easily identified. Parameters used for characterization can be determined based on the type of training data such as numerical data, image data, or audio data.

公开(公告)号：US12130713B2

公开(公告)日：2024-10-29

申请号：US17583737

申请日：2022-01-25

Applicant: Advanced Micro Devices, Inc.

Inventor： Ian Ferreira ,  Max Alt

IPC: G06F11/00 ,  G06F11/14 ,  H04L67/00 ,  H04L67/104

CPC classification number: G06F11/1492 ,  G06F11/1441 ,  H04L67/1048 ,  H04L67/34

Abstract: A method for configuring replicas in a distributed computing system is disclosed. In one example embodiment, a plurality of replicas with associated bootstrap modules may be created. The same bootstrap module code may be used for each replica, thereby simplifying configuration. Using the bootstrap module, the replicas may automatically configure themselves and self-assign a role for a set of predetermined roles such as master and worker. The bootstrap module may check a predetermined location such as a shared network folder for earlier registration entries and then self-select based on the remaining available roles. The bootstrap module may also store its own registration entry to inform subsequent replicas of the role and network address for the current replica so that they may self-configure correctly.