公开(公告)号：US10939302B2

公开(公告)日：2021-03-02

申请号：US16176636

申请日：2018-10-31

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Gopal Agarwal ,  Gopal Gupta

IPC: H04W40/00 ,  H04W16/18 ,  G06N20/00

Abstract: The present disclosure provides an improved computing system to determine a suitability of a RF plan and a dynamic wireless network system. The method includes receiving uploads of RF plans associated with wireless network deployments which provided wireless network capability throughout each respective deployment area. Further, storing the uploaded RF plans with in a network storage cloud. In addition, training a predictive model with the stored uploaded RF plans. The dynamic wireless network system disclosed herein includes a plurality of internet-of-things devices within a deployment area. The system further includes at least one network device communicatively coupled to each of the plurality of internet-of-things devices, wherein the at least one network device has access to a trained predictive model that is to determine a number of access points and a layout of the access points within the deployment area based on a set of characteristics associated with the deployment area.

公开(公告)号：US20200296586A1

公开(公告)日：2020-09-17

申请号：US16298144

申请日：2019-03-11

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Sriram Murthy ,  Sumit Kumar ,  Jacob Philip Michael ,  Gopal Gupta ,  Amit Kumar Gupta

IPC: H04W12/06 ,  H04L29/12 ,  H04L9/06 ,  H04W80/02 ,  H04L12/46

Abstract: Systems and methods are provided for new network device provisioning without Internet access. One method may include a method of network device provisioning without Internet access, the method including entering a pre-shared key (PSK) in a dynamic host configuration protocol (DHCP) message, obtaining the PSK from a set of DHCP message options by an onboarding network device requesting to join a private network, presenting the PSK, by the onboarding network device, to a network management system (NMS) of the private network, validating the PSK by the NMS, and updating an inventory list of the NMS to include the onboarding network device in the inventory list.

公开(公告)号：US11910249B2

公开(公告)日：2024-02-20

申请号：US17391559

申请日：2021-08-02

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Gopal Gupta ,  Abhinesh Mishra ,  Isaac Theogaraj ,  Sachin Ganu ,  Bernd Bandemer ,  Jose Tellado

IPC: H04W36/00 ,  H04L41/16 ,  G06N20/00 ,  H04W12/041 ,  H04W88/08

CPC classification number: H04W36/0038 ,  G06N20/00 ,  H04L41/16 ,  H04W12/041 ,  H04W36/0061 ,  H04W88/08

Abstract: Systems and methods are provided for optimizing resource consumption by bringing intelligence to the key allocation process for fast roaming. Specifically, embodiments of the disclosed technology use machine learning to predict which AP a wireless client device will migrate to next. In some embodiments, machine learning may also be used to select a subset of top neighbors from a neighborhood list. Thus, instead of allocating keys for each of the APs on the neighborhood list, key allocation may be limited to the predicted next AP, and the subset of top neighbors. In some embodiments, a reinforcement learning model may be used to dynamically adjust the size of the subset in order to optimize resources while satisfying variable client demand.

公开(公告)号：US20230180018A1

公开(公告)日：2023-06-08

申请号：US17582241

申请日：2022-01-24

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Siddharood Halli ,  Gopal Gupta ,  Ajay Vishwanath Bhande ,  Charan Malyala

IPC: H04W16/18 ,  H04W24/02

CPC classification number: H04W16/18 ,  H04W24/02

Abstract: Examples described herein relate to generation of radio frequency (RF) plans for network deployments. Examples described herein may receive an input RF plan with modified set of features of a network deployment area. A first machine learning (ML) model generates an intermediate RF plan indicating candidate AR locations based on the modified set of features and a first set of parameters. A second ML model determines a network optimization score for the intermediate RF plan. Based on the optimization score, the first set of parameters are optimized. The first ML model generates an output RF plan indicating optimized AP locations based on the optimized first set of parameters and the modified set of features.

公开(公告)号：US11664987B2

公开(公告)日：2023-05-30

申请号：US17079718

申请日：2020-10-26

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Gopal Gupta ,  Nagendra Babu Rapaka ,  Abhinesh Mishra ,  Amit Agrawal

IPC: H04L9/08 ,  H04L9/32 ,  H04L9/00

CPC classification number: H04L9/0891 ,  H04L9/0894 ,  H04L9/3265 ,  H04L9/3268 ,  H04L9/50

Abstract: Examples relate to a BC network including a plurality of network devices deployed in a network. The plurality of network devices includes an authoritative network device that generates a transaction in a distributed ledger. The transaction includes location information of a new public key certificate to be deployed in each of the network devices. In order to verify the transaction, a network device of the plurality of network devices verifies, using a smart contract, whether the new public key certificate is valid and whether the new public key certificate is different from a previously recorded public key certificate in the distributed ledger. In response to successful verification by at least a predefined number of network devices of the plurality of network devices, each of the network device record the transaction in the distributed ledger.

公开(公告)号：US11490256B2

公开(公告)日：2022-11-01

申请号：US16298144

申请日：2019-03-11

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Sriram Murthy ,  Sumit Kumar ,  Jacob Philip Michael ,  Gopal Gupta ,  Amit Kumar Gupta

IPC: H04W12/069 ,  H04L12/46 ,  H04W80/02 ,  H04L9/06 ,  H04L61/5014

Abstract: Systems and methods are provided for new network device provisioning without Internet access. One method may include a method of network device provisioning without Internet access, the method including entering a pre-shared key (PSK) in a dynamic host configuration protocol (DHCP) message, obtaining the PSK from a set of DHCP message options by an onboarding network device requesting to join a private network, presenting the PSK, by the onboarding network device, to a network management system (NMS) of the private network, validating the PSK by the NMS, and updating an inventory list of the NMS to include the onboarding network device in the inventory list.

公开(公告)号：US11115347B2

公开(公告)日：2021-09-07

申请号：US16931588

申请日：2020-07-17

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Gopal Gupta ,  Abhinesh Mishra ,  Shashidhara Seetharamaiah Ganesharao

IPC: H04L12/927 ,  H04L12/26 ,  H04L12/815 ,  H04L12/707 ,  H04L12/727

Abstract: An example branch gateway includes processing circuitry and a memory including instructions that cause the branch gateway to perform various functions. The various functions include determining a first uplink health threshold, determining a second uplink health threshold, calculating migration thresholds for a set of non-critical applications, determining that a QoS threshold of a critical application is likely to be imminently breached, selecting a least critical application, based on the migration threshold of the least critical application, and migrating the least critical application from the first uplink to a second uplink.

公开(公告)号：US10925070B2

公开(公告)日：2021-02-16

申请号：US16261959

申请日：2019-01-30

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Gopal Gupta ,  Gopal Agarwal ,  Sumit Kumar

IPC: G06F9/44 ,  H04W72/06 ,  G06F8/65 ,  H04W24/10 ,  H04W88/08 ,  H04W24/02 ,  H04W24/08 ,  H04L12/24 ,  H04L12/26

Abstract: Systems and methods are provided for seamless and automatic upgrade of access points in a facility with minimal disruption, particularly, for important users of a network. The access points may be ranked, and the rankings may be aggregated to identify a sub-region of the facility with the lowest ranked access points. Various sub-sets of the access points in the identified sub-region can be updated separately so that spatial coverage by the other sub-sets maintains continuous access within the sub-region during the updates. Updates to later sub-sets and/or sub-regions can be performed contingent on the success of the earlier updates. In this way, updates can be verified on access points used by lower-priority users such as guest users of the network to avoid disruption of access to more important users such as executives or safety workers on the network.