公开(公告)号：US12127103B2

公开(公告)日：2024-10-22

申请号：US18462444

申请日：2023-09-07

申请人： Intel Corporation

发明人： Shahrnaz Azizi ,  Biljana Badic ,  John Browne ,  Dave Cavalcanti ,  Hyung-Nam Choi ,  Thorsten Clevorn ,  Ajay Gupta ,  Maruti Gupta Hyde ,  Ralph Hasholzner ,  Nageen Himayat ,  Simon Hunt ,  Ingolf Karls ,  Thomas Kenney ,  Yiting Liao ,  Christopher MacNamara ,  Marta Martinez Tarradell ,  Markus Dominik Mueck ,  Venkatesan Nallampatti Ekambaram ,  Niall Power ,  Bernhard Raaf ,  Reinhold Schneider ,  Ashish Singh ,  Sarabjot Singh ,  Srikathyayani Srikanteswara ,  Shilpa Talwar ,  Feng Xue ,  Zhibin Yu ,  Robert Zaus ,  Stefan Franz ,  Uwe Kliemann ,  Christian Drewes ,  Juergen Kreuchauf

IPC分类号： H04W48/16 ,  H04W4/029 ,  H04W24/08 ,  H04W48/10 ,  H04W68/00 ,  H04W92/04

CPC分类号： H04W48/16 ,  H04W4/029 ,  H04W24/08 ,  H04W48/10 ,  H04W68/005 ,  H04W92/045

摘要： A circuit arrangement includes a preprocessing circuit configured to obtain context information related to a user location, a learning circuit configured to determine a predicted user movement based on context information related to a user location to obtain a predicted route and to determine predicted radio conditions along the predicted route, and a decision circuit configured to, based on the predicted radio conditions, identify one or more first areas expected to have a first type of radio conditions and one or more second areas expected to have a second type of radio conditions different from the first type of radio conditions and to control radio activity while traveling on the predicted route according to the one or more first areas and the one or more second areas.

公开(公告)号：US11996992B2

公开(公告)日：2024-05-28

申请号：US17851853

申请日：2022-06-28

申请人： Intel Corporation

发明人： Ned M. Smith ,  S M Iftekharul Alam ,  Satish Chandra Jha ,  Vesh Raj Sharma Banjade ,  Christian Maciocco ,  Kshitij Arun Doshi ,  Francesc Guim bernat ,  Nageen Himayat

IPC分类号： H04L41/16 ,  H04L41/12 ,  H04L41/5006 ,  H04L41/5009 ,  H04L41/5019

CPC分类号： H04L41/5019 ,  H04L41/12 ,  H04L41/16 ,  H04L41/5006 ,  H04L41/5009

摘要： Various systems and methods for providing opportunistic placement of compute in an edge network are described herein. A node in an edge network may be configured to access a service level agreement related to a workload, the workload to be orchestrated for a user equipment by the node; modify a machine learning model based on the service level agreement; implement the machine learning model to identify resource requirements to execute the workload in a manner to satisfy the service level agreement; initiate resource assignments from a resource provider, the resource assignments to satisfy the resource requirements; construct a resource hierarchy from the resource assignments; initiate execution of the workload using resources from the resource hierarchy; and monitor and adapt execution of the workload based on the resource hierarchy in response to the execution of the workload.

公开(公告)号：US20240054403A1

公开(公告)日：2024-02-15

申请号：US18384525

申请日：2023-10-27

申请人： Intel Corporation

发明人： Nikita Zeulin ,  Olga Galinina ,  Sergey Andreev ,  Nageen Himayat

IPC分类号： G06N20/00

CPC分类号： G06N20/00

摘要： A device to train a hyperdimensional computing (HDC) model may include memory and processing circuitry to train one or more independent sub models of the HDC model and transmit the one or more independent sub models to another computing device, such as a server. The device may be one of a plurality of devices, such as edge computing devices, edge or Internet of Things (IoT) nodes, or the like. Training of the one or more independent sub models of the HDC model may include transforming one or more training data points to one or more hyperdimensional representations, initializing a prototype using the hyperdimensional representations of the one or more training data points, and iteratively training the initialized prototype.

公开(公告)号：US20230189319A1

公开(公告)日：2023-06-15

申请号：US17921549

申请日：2021-06-26

申请人： Intel Corporation

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

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

CPC分类号： H04W72/542 ,  H04W24/02 ,  G06N3/08

摘要： 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：US20220224762A1

公开(公告)日：2022-07-14

申请号：US17712119

申请日：2022-04-02

申请人： Intel Corporation

发明人： Hao Feng ,  Yi Zhang ,  Srikathyayani Srikanteswara ,  Marcin Spoczynski ,  Nageen Himayat ,  Alexander Bachmutsky ,  Maruti Gupta Hyde

IPC分类号： H04L67/51 ,  H04L67/63

摘要： In one embodiment, a node of a data centric network (DCN) may receive a first service request interest packet from another node of the DCN, the first service request interest packet indicating a set of functions to be performed on source data to implement a service. The node may determine that it can perform a particular function of the set of functions, and determine, based on a backlog information corresponding to the particular function, whether to commit to performing the particular function or to forward the service request interest packet to another node. The node may make the determination further based on service delivery information indicating, for each face of the node, a service delivery distance for implementing the set of functions.

公开(公告)号：US11348909B2

公开(公告)日：2022-05-31

申请号：US16146445

申请日：2018-09-28

申请人： Intel Corporation

发明人： Maruti Gupta Hyde ,  Nageen Himayat ,  Linda Hurd ,  Min Suet Lim ,  Van Le ,  Gayathri Jeganmohan ,  Ankitha Chandran

IPC分类号： H01L25/18 ,  H01L23/538 ,  H01L23/367 ,  G06N3/08 ,  G06N3/063 ,  G06N3/04 ,  G06F1/3203 ,  H01L25/10 ,  G06F1/3296 ,  G06F1/3237 ,  G06F1/324 ,  H01L25/16 ,  G06F1/20 ,  G06F1/3206 ,  G06F1/3225 ,  G06F1/3287

摘要： Methods and apparatus to implement efficient memory storage in multi-die packages are disclosed. An example multi-die package includes a multi-die stack including a first die and a second die. The second die is stacked on the first die. The multi-die package further includes a third die adjacent the multi-die stack. The multi-die package also includes a silicon-based connector to communicatively couple the multi-die stack and the third die. The silicon-based connector includes at least one of a logic circuit or a memory circuit.

公开(公告)号：US20220158934A1

公开(公告)日：2022-05-19

申请号：US17598115

申请日：2020-07-02

申请人： Srikathyayani SRIKANTESWARA ,  Daojing GUO ,  Intel Corporation

发明人： Nageen Himayat ,  Srikathyayani Srikanteswara ,  Krishna Bhuyan ,  Daojing Guo ,  Rustam Pirmagomedov ,  Gabriel Arrobo Vidal ,  Yi Zhang ,  Dmitri Moltchanov

IPC分类号： H04L45/00 ,  H04L45/745 ,  H04L47/31 ,  H04L47/28

摘要： Systems and methods for dynamic compute orchestration include receiving, at a network node of an information centric network, a first interest packet comprising a name field indicating a named function and one or more constraints specifying compute requirements for a computing node to execute the named function, the first interest packet received from a client node. A plurality of computing nodes are identified that satisfy the compute requirements for executing the named function. The first interest packet is forwarded to at least some of the plurality of computing nodes. Data packets are received from at least some of the plurality of computing nodes in response to the first interest packet. One of the plurality of computing nodes is selected based on the received data packets, and a second interest packet is sent to the selected one of the plurality of computing nodes instructing the selected one of the plurality of compute nodes to execute the named function.

公开(公告)号：US11316946B2

公开(公告)日：2022-04-26

申请号：US16997278

申请日：2020-08-19

申请人： Intel Corporation

发明人： Sebastian Schoenberg ,  Andrew Stephen Brown ,  Srikathyayani Srikanteswara ,  Jessica C. McCarthy ,  Eve M. Schooler ,  Christian Maciocco ,  Hassnaa Moustafa ,  Nageen Himayat ,  Rath Vannithamby ,  David John Zage

IPC分类号： H04L29/08 ,  H04L67/568 ,  G06F16/23 ,  H04L67/63 ,  H04L41/5009 ,  G06F16/957 ,  H04L43/16 ,  H04L67/1097 ,  H04L69/22 ,  H04L47/28 ,  H04L67/10 ,  H04L67/12 ,  H04L45/60 ,  H04L45/74 ,  H04L47/20 ,  H04L41/5006 ,  H04L41/5025 ,  H04L43/091 ,  H04L43/12 ,  H04L61/5076 ,  H04L67/51 ,  H04L45/00 ,  H04L47/783 ,  H04L65/40 ,  H04L67/2876 ,  H04L67/01

摘要： Generally discussed herein are systems, devices, and methods for populating a cache in an information-centric network. A device of an ICN can include a content store including published content and attributes of the published content stored thereon, the attributes including at least two of a device from which the content originated attribute, a lineage attribute, and a service level agreement attribute, and content processing circuitry coupled to the content store, the content processing circuitry configured to manage the published content based on the attributes.

公开(公告)号：US11244242B2

公开(公告)日：2022-02-08

申请号：US16235682

申请日：2018-12-28

申请人： Intel Corporation

发明人： Saurav Prakash ,  Sagar Dhakal ,  Yair Yona ,  Nageen Himayat ,  Shilpa Talwar

IPC分类号： G06N20/00 ,  H04L12/24 ,  G06K9/62 ,  G06F9/50 ,  G06N3/08 ,  H04L12/26 ,  G06K9/00 ,  G06N7/00 ,  G06N7/08

摘要： Systems, apparatuses, methods, and computer-readable media, are provided for distributed machine learning (ML) training using heterogeneous compute nodes in a heterogeneous computing environment, where the heterogeneous compute nodes are connected to a master node via respective wireless links. ML computations are performed by individual heterogeneous compute nodes on respective training datasets, and a master combines the outputs of the ML computations obtained from individual heterogeneous compute nodes. The ML computations are balanced across the heterogeneous compute nodes based on knowledge of network conditions and operational constraints experienced by the heterogeneous compute nodes. Other embodiments may be described and/or claimed.

公开(公告)号：US20200178043A1

公开(公告)日：2020-06-04

申请号：US16473430

申请日：2017-03-29

申请人： Intel Corporation

发明人： Dave Cavalcanti ,  Jeffrey R. Foerster ,  Vallabhajosyula S. Somayazulu ,  Nageen Himayat ,  Roya Doostnejad ,  Ranganadh Karella ,  Ana Lucia A. Pinheiro

IPC分类号： H04W4/08 ,  H04W4/024 ,  H04B7/06 ,  H04B7/026 ,  H04W4/40

摘要： A method for coordinating communication amongst a plurality of mobile devices, includes generating joint transmission information describing transmission information for use by the plurality of mobile devices in transmitting data related to a cooperative communication message to a destination node and instructing a mobile device to transmit a coordination message to the plurality of mobile devices, wherein the coordination message includes the joint transmission information.