公开(公告)号：US11452080B2

公开(公告)日：2022-09-20

申请号：US16717629

申请日：2019-12-17

Applicant: Intel Corporation

Inventor： Alexander Min ,  Laurent Cariou ,  Shahrnaz Azizi ,  Rath Vannithamby ,  Carlos Cordeiro ,  Thomas Kenney ,  Ravikumar Balakrishnan ,  Javier Perez-Ramirez

IPC: H04W72/04 ,  H04W72/12

Abstract: This disclosure describes systems, methods, and devices related to probes with service set identifier (SSID). A device may determine one or more access points (APs) in an enterprise extended service set (ESS). The device may identify a probe request received from a first station device, wherein the probe request comprises a service set element, wherein the service set element comprises a variable number of service set fields based on a number of APs in the ESS. The device may determine that a service set that matches at least one of the service set fields in the service set element. The device may cause to send a probe response to the first station device in response to the probe request.

公开(公告)号：US20210281356A1

公开(公告)日：2021-09-09

申请号：US17253062

申请日：2018-09-27

Applicant: Intel Corporation

Inventor： Javier Perez-Ramirez ,  Ravikumar Balakrishnan ,  Dave A. Cavalcanti ,  Roya Doostnejad ,  Mikhail T. Galeev ,  Maruti Gupta Hyde ,  Yiting Liao ,  Alexander W. Min ,  Venkatesan Nallampatti Ekambaram ,  Mi Park ,  Mohammad Mamunur Rashid ,  Vallabhajosyula S. Somayazulu ,  Srikathyayani Srikanteswara ,  Feng Xue

IPC: H04L1/00 ,  G06N3/04 ,  H04W28/04 ,  G06N3/08

Abstract: A method can be performed by a first node for determining a parameter of physical (PHY) layer circuitry of a second node. The method can include implementing a cascaded hierarchy of techniques to determine, based on an electrical signal from a second node, a parameter of the PHY layer circuitry of the second node, and causing an antenna of the first node to transmit an electromagnetic wave consistent with the determined parameter.

公开(公告)号：US12187301B2

公开(公告)日：2025-01-07

申请号：US17133125

申请日：2020-12-23

Applicant: Intel Corporation

Inventor： Nageen Himayat ,  Maruti Gupta Hyde ,  Ravikumar Balakrishnan ,  Mustafa Akdeniz ,  Marcin Spoczynski

IPC: G06N20/00 ,  B60W50/06 ,  B60W60/00 ,  G06N5/04 ,  G06V10/764 ,  G06F18/214 ,  G06V20/56

Abstract: A method of implementing distributed AI or ML learning for autonomous vehicles is disclosed. An AI or ML model specific to a location or a type of the location is generated at a vehicle. In response to a detection that the vehicle is within a proximity to a road side unit (RSU) associated with the location or the type of the location or the vehicle is within a proximity to an additional vehicle that is present or anticipated to be present at the location or the type of the location, causing an AI or ML model transmission to the additional vehicle or the RSU. Based on the causing the AI or ML model reception, causing deployment of an additional AI or ML model in the vehicle to optimize the vehicle for the location or the type of the location.

公开(公告)号：US12047814B2

公开(公告)日：2024-07-23

申请号：US16937270

申请日：2020-07-23

Applicant: Intel Corporation

Inventor： Shahrnaz Azizi ,  Ashraf H Wadaa ,  Nir Yizhak Balaban ,  Leor Rom ,  Ajay Gupta ,  Ravikumar Balakrishnan ,  Venkateshan Udhayan ,  Ariela Zeira

IPC: H04W28/08 ,  H04W28/02 ,  H04W28/06 ,  H04W52/02

CPC classification number: H04W28/0908 ,  H04W28/0221 ,  H04W28/06 ,  H04W52/0216

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed that coordinate network traffic between a wireless network device and a computing platform. An example apparatus includes a wake-up selector to generate a target wait time parameter based on a workload type of a number of packets obtained from a network device and a user preference, the target wait time parameter indicative of a time interval that, when met, causes a modem to retrieve the number of packets, a data frame generator to generate a data frame that causes the network device to buffer the number of packets for the time interval, and a network packet controller to negotiate, using the data frame, the target wait time parameter with a network device.

公开(公告)号：US12047167B2

公开(公告)日：2024-07-23

申请号：US17253062

申请日：2018-09-27

Applicant: Intel Corporation

Inventor： Javier Perez-Ramirez ,  Ravikumar Balakrishnan ,  Dave A. Cavalcanti ,  Roya Doostnejad ,  Mikhail T. Galeev ,  Maruti Gupta Hyde ,  Yiting Liao ,  Alexander W. Min ,  Venkatesan Nallampatti Ekambaram ,  Mi Park ,  Mohammad Mamunur Rashid ,  Vallabhajosyula S. Somayazulu ,  Srikathyayani Srikanteswara ,  Feng Xue

IPC: H04L1/00 ,  G06N3/045 ,  G06N3/08 ,  H04W28/04 ,  H04W16/14 ,  H04W74/0808

CPC classification number: H04L1/0003 ,  G06N3/045 ,  G06N3/08 ,  H04L1/0009 ,  H04L1/0015 ,  H04L1/0041 ,  H04W28/04 ,  H04W16/14 ,  H04W74/0808

Abstract: A method can be performed by a first node for determining a parameter of physical (PHY) layer circuitry of a second node. The method can include implementing a cascaded hierarchy of techniques to determine, based on an electrical signal from a second node, a parameter of the PHY layer circuitry of the second node, and causing an antenna of the first node to transmit an electromagnetic wave consistent with the determined parameter.

公开(公告)号：US20230189319A1

公开(公告)日：2023-06-15

申请号：US17921549

申请日：2021-06-26

Applicant: Intel Corporation

Inventor： Mustafa Riza Akdeniz ,  Nageen Himayat ,  Ravikumar Balakrishnan ,  Sagar Dhakal ,  Mark R. Eisen ,  Navid Naderializadeh

IPC: H04W72/542 ,  H04W24/02 ,  G06N3/08

CPC classification number: H04W72/542 ,  H04W24/02 ,  G06N3/08

Abstract: In one embodiment, a machine learning (ML) model for determining radio resource management (RRM) decisions is updated, with ML model parameters being shared between RRM decision makers to update the model. The updates may include local operations (between an AP and UE pair) to update local primal and dual parameters of the ML model, and global operations (between other devices in the network) to exchange/update global parameters of the ML model.

公开(公告)号：US11140210B2

公开(公告)日：2021-10-05

申请号：US17077760

申请日：2020-10-22

Applicant: Intel Corporation

Inventor： Ravikumar Balakrishnan ,  Venkatesan Nallampatti Ekambaram ,  Srikathyayani Skikanteswara ,  Maruti Gupta Hyde ,  Vallahajosyula S. Somayazulu

IPC: H04L29/06 ,  H04L29/08

Abstract: System and techniques for information centric network (ICN) implemented content data networks (CDNs) are described herein. A directive to initiate a cache operation for content may be received at a gateway of an ICN. An interest packet may be constructed based on the directive. The interest packet may be transmitted on the ICN and a response to the interest packet received. Here, the response has a payload that corresponds to the content. The payload then may be cached at a local repository of the gateway.

公开(公告)号：US11006310B2

公开(公告)日：2021-05-11

申请号：US16456913

申请日：2019-06-28

Applicant: Intel Corporation

Inventor： S. M. Iftekharul Alam ,  Maria Ramirez Loaiza ,  Gabriel Arrobo Vidal ,  Satish Chandra Jha ,  Ravikumar Balakrishnan

IPC: H04W28/02 ,  H04W80/12 ,  H04W84/18

Abstract: Systems and techniques for node-density aware interest packet forwarding in a dynamic ad hoc information centric network (ICN) are described herein. For example, a next interest packet to forward may be obtained at a network node. A time period to hold the next interest packet before forwarding may be calculated based on node density in the network. The node may then broadcast the next interest packet upon expiration of a timer set to the time period and started when the next interest packet was obtained.

公开(公告)号：US12003404B2

公开(公告)日：2024-06-04

申请号：US17133314

申请日：2020-12-23

Applicant: Intel Corporation

Inventor： Ravikumar Balakrishnan ,  Srikathyayani Srikanteswara ,  Nageen Himayat

IPC: H04L12/751 ,  H04L45/02 ,  H04L47/283 ,  H04L47/32 ,  H04W8/00

CPC classification number: H04L45/08 ,  H04L47/283 ,  H04L47/32 ,  H04W8/005

Abstract: System and techniques for information centric network (ICN) protocol for federated learning are described herein. An interest packet may be received on a first interface to start a federated learning round. Here, the interest packet includes a participant criterion and a federated learning round expiration. An entry, that includes the federated learning round expiration, is created in a pending interest table (PIT) for the interest packet. The interest packet is forwarded, in accordance with a forwarding information base (FIB), to a set of interfaces before the federated learning round expiration. When a data packet from a node, that meeting the participant criterion, is received in response to the interest packet, the data packet is forwarded on the first interface in accordance with the PIT entry.

公开(公告)号：US20240155025A1

公开(公告)日：2024-05-09

申请号：US18550856

申请日：2022-06-09

Applicant: Intel Corporation

Inventor： Mustafa Riza Akdeniz ,  Arjun Anand ,  Ravikumar Balakrishnan ,  Sagar Dhakal ,  Nageen Himayat

IPC: H04L67/10 ,  G06F17/18 ,  H04L67/289

CPC classification number: H04L67/10 ,  G06F17/18 ,  H04L67/289

Abstract: An apparatus of an edge computing node, a method, and a machine-readable storage medium. The apparatus is to decode messages from a plurality of clients within the edge computing network, the messages including respective coded data for respective ones of the plurality of clients; computing estimates of metrics related to a global model for federated learning using the coded data, the metrics including a gradient on the coded data; use the metrics to update the global model to generate an updated global model, wherein the edge computing node is to update the global model by calculating the gradient on the coded data based on a linear fit of the global model to estimated labels from the federated learning; and send a message including the updated global model for transmission to at least some of the clients.