公开(公告)号：US20200050578A1

公开(公告)日：2020-02-13

申请号：US16100076

申请日：2018-08-09

Applicant: Hewlett Packard Enterprise Development LP

Inventor： SATISH KUMAR MOPUR ,  SAIKAT MUKHERJEE ,  GUNALAN PERUMAL VIJAYAN ,  SRIDHAR BALACHANDRIAH ,  ASHUTOSH AGRAWAL ,  KRISHNAPRASAD LINGADAHALLI SHASTRY ,  GREGORY S. BATTAS

IPC: G06F15/18 ,  G06F9/54 ,  H04L29/08

Abstract: The disclosure relates to technology that implements flow control for machine learning on data such as Internet of Things (“IoT”) datasets. The system may route outputs of a data splitter function performed on the IoT datasets to a designated target model based on a user specification for routing the outputs. In this manner, the IoT datasets may be dynamically routed to target datasets without reprogramming machine-learning pipelines, which enable rapid training, testing and validation of ML models as well as an ability to concurrently train, validate, and execute ML models.

公开(公告)号：US20240256525A1

公开(公告)日：2024-08-01

申请号：US18160704

申请日：2023-01-27

Applicant: Hewlett Packard Enterprise Development LP

Inventor： SATHYANARAYANAN MANAMOHAN ,  KRISHNAPRASAD LINGADAHALLI SHASTRY ,  RAVI SARVESWARA ,  SAIKAT MUKHERJEE

IPC: G06F16/23 ,  G06F16/27 ,  G06F21/62

CPC classification number: G06F16/2379 ,  G06F16/273 ,  G06F21/6218

Abstract: Systems and methods are disclosed for providing decentralized policy-based transactional object management for systems employing federated workflows. Various disclosed components may be added to one or more nodes of a decentralized network, wherein the disclosed components perform registration, replication, and read/write access interfacing functions. These functions result in the storage of objects on the decentralized network in a way which allows for decentralized, policy-based, and transactional management of the objects.