公开(公告)号：US20230275848A1

公开(公告)日：2023-08-31

申请号：US18311430

申请日：2023-05-03

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Ali Tariq ,  Lianjie Cao ,  Faraz Ahmed ,  Puneet Sharma

IPC: H04L47/80 ,  H04L47/78 ,  H04L43/16 ,  H04L47/70 ,  H04L43/0882 ,  H04L47/762

CPC classification number: H04L47/803 ,  H04L47/781 ,  H04L43/16 ,  H04L47/822 ,  H04L43/0882 ,  H04L47/762

Abstract: Systems and methods are provided for updating resource allocation in a distributed network. For example, the method may comprise allocating a plurality of resource containers in a distributed network in accordance with a first distributed resource configuration. Upon determining that a processing workload value exceeds a stabilization threshold of the distributed network, determining a resource efficiency value of the plurality of resource containers in the distributed network. When a resource efficiency value is greater than or equal to the threshold resource efficiency value, the method may generate a second distributed resource configuration that includes a resource upscaling process, or when the resource efficiency value is less than the threshold resource efficiency value, the method may generate the second distributed resource configuration that includes a resource outscaling process. The resource allocation may transmit the second to update the resource allocation.

公开(公告)号：US11502936B2

公开(公告)日：2022-11-15

申请号：US17282941

申请日：2019-04-18

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Diman Zad Tootaghaj ,  Puneet Sharma ,  Faraz Ahmed

IPC: H04L45/125 ,  H04L43/0852 ,  H04L43/0882 ,  H04L45/121 ,  H04L45/12 ,  H04L45/00 ,  H04L45/64 ,  H04L47/12

Abstract: An example network orchestrator includes processing circuitry and a memory. The memory includes instructions that cause the network orchestrator to receive network probe information including delay times of network probes associated with a set of flows between devices. The instructions further cause the network orchestrator to generate a correlation matrix including correlations representing shared congested links between pairs of flows. The instructions further cause the network orchestrator to for each flow of the set of flows, determine a routing solution optimized for the each flow and select a total minimum cost solution from the determined routing solutions.

公开(公告)号：US20220342649A1

公开(公告)日：2022-10-27

申请号：US17236884

申请日：2021-04-21

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Lianjie Cao ,  Anu Mercian ,  Diman Zad Tootaghaj ,  Faraz Ahmed ,  Puneet Sharma

IPC: G06F8/61 ,  G06F40/30

Abstract: Embodiments described herein are generally directed to an edge-CaaS (eCaaS) framework for providing life-cycle management of containerized applications on the edge. According to an example, declarative intents are received indicative of a use case for which a cluster of a container orchestration platform is to be deployed within an edge site that is to be created based on infrastructure associated with a private network. A deployment template is created by performing intent translation on the declarative intents and based on a set of constraints. The deployment template identifies the container orchestration platform selected by the intent translation. The deployment template is then executed to deploy and configure the edge site, including provisioning and configuring the infrastructure, installing the container orchestration platform on the infrastructure, configuring the cluster within the container orchestration platform, and deploying a containerized application or portion thereof on the cluster.

公开(公告)号：US11431609B2

公开(公告)日：2022-08-30

申请号：US16862629

申请日：2020-04-30

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Faraz Ahmed ,  Puneet Sharma ,  Diman Zad Tootaghaj

IPC: H04L43/10 ,  H04L45/02 ,  G06N20/00 ,  G06N7/00 ,  H04L45/00 ,  H04L67/01

Abstract: An example client device includes processing circuitry and a memory including instructions that, when executed by the processing circuitry, cause the client device to undertake certain actions. Certain instructions cause the device to periodically measure active network performance data for a network, calculate expected rewards for the plurality of entry points, select an expected best entry point based on the expected rewards, route data to the selected entry point, measure passive network performance data for the selected entry point, and update a reinforcement learning algorithm, based in part on the measured passive network performance data.