公开(公告)号：US20230027152A1

公开(公告)日：2023-01-26

申请号：US17956517

申请日：2022-09-29

申请人： Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith

发明人： Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith

IPC分类号： H04L41/082 ,  H04L41/0654 ,  H04L9/40

摘要： Systems and techniques to upgrade network objects using security islands are described herein. Security islands of node groupings are created based on trust relationships between nodes in an edge network. An upgrade request may be received to upgrade a target edge node in the edge network. Building blocks may be identified for a package installed on the target edge node to be upgraded. A state backup may be stored for the building blocks. An upgrade command and an upgrade payload may be transmitted to the target edge node. The target edge node may be queried to obtain a status of the target edge node. An upgrade action may be determined based on the status and the upgrade action may be executed.

公开(公告)号：US20220329522A1

公开(公告)日：2022-10-13

申请号：US17853331

申请日：2022-06-29

申请人： Christian Maciocco ,  Ren Wang ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith ,  Satish Chandra Jha ,  Vesh Raj Sharma Banjade ,  S M Iftekharul Alam ,  Shu-ping Yeh

发明人： Christian Maciocco ,  Ren Wang ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith ,  Satish Chandra Jha ,  Vesh Raj Sharma Banjade ,  S M Iftekharul Alam ,  Shu-ping Yeh

IPC分类号： H04L45/00 ,  H04L43/08 ,  H04L41/16

摘要： Disclosed are systems and methods for adaptive resilient network communication. A system may monitor network traffic on multiple pathways between user equipment and an application or a service at a network destination, gather network telemetry data from the monitored network traffic, input the network telemetry data into a trained artificial intelligence model, and classify the network telemetry data using the model. The system may further determine, using the model, an anomaly condition in at least a portion of the multiple pathways, and in response to the determination of an anomaly, select a mitigation technique for the at least a portion of the multiple pathways.

公开(公告)号：US20220231964A1

公开(公告)日：2022-07-21

申请号：US17711921

申请日：2022-04-01

申请人： S M Iftekharul Alam ,  Satish Chandra Jha ,  Ned M. Smith ,  Vesh Raj Sharma Banjade ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Arvind Merwaday ,  Kuilin Clark Chen ,  Christian Maciocco

发明人： S M Iftekharul Alam ,  Satish Chandra Jha ,  Ned M. Smith ,  Vesh Raj Sharma Banjade ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Arvind Merwaday ,  Kuilin Clark Chen ,  Christian Maciocco

IPC分类号： H04L47/72 ,  H04L47/74

摘要： A resource management framework may be used to improve performance of dominant and non-dominant resources for edge multi-tenant applications. The resource management framework may include an admission control mechanism, which may be used to balance disproportionate resource allocations by controlling allocation of unconstrained resources proportional to the requested dominant resources based on resource availability. The admission control mechanism may provide ongoing monitoring of dominant and non-dominant resource utilization, such as using a hybrid centralized-distributed telemetry collection approach. The resource management framework may also include a lightweight resource monitoring and policy enforcement mechanism on distributed networking elements to reduce or eliminate the exploitations of non-dominant resources.

公开(公告)号：US20210021619A1

公开(公告)日：2021-01-21

申请号：US17033757

申请日：2020-09-26

申请人： Ned M. Smith ,  Francesc Guim Bernat ,  Rajesh Poornachandran ,  Kshitij Arun Doshi ,  Tarun Viswanathan ,  Kapil Sood

发明人： Ned M. Smith ,  Francesc Guim Bernat ,  Rajesh Poornachandran ,  Kshitij Arun Doshi ,  Tarun Viswanathan ,  Kapil Sood

IPC分类号： H04L29/06

摘要： Various aspects of methods, systems, and use cases for trust-based orchestration of an edge node. An edge node may be configured for trust-based orchestration in an edge computing environment, where the edge node includes a transceiver to receive an instruction to perform a workload, the instruction from an edge orchestrator, the edge node being in a group of edge nodes managed with a ledger; and a processor to execute the workload at the edge node to produce a result, wherein the execution of the workload is evaluated by other edge nodes in the group of edge nodes to produce a reputation score of the edge node, where the transceiver is to provide the result to the edge orchestrator.

公开(公告)号：US20210014132A1

公开(公告)日：2021-01-14

申请号：US17028728

申请日：2020-09-22

申请人： Ned M. Smith ,  Kshitij Arun Doshi ,  Francesc Guim Bernat

发明人： Ned M. Smith ,  Kshitij Arun Doshi ,  Francesc Guim Bernat

IPC分类号： H04L12/24 ,  G06F9/455 ,  H04L9/06

摘要： Methods, systems, and use cases for orchestrator execution planning using a distributed ledger are discussed, including an orchestration system with memory and at least one processing circuitry coupled to the memory. The processing circuitry is configured to perform operations to generate an execution plan for a workload based on an SLA. The execution plan includes state transitions associated with corresponding edge service instances. A distributed ledger record is retrieved from the ledger based on a reinforcement learning reward value specified by the record. The reward value is associated with a state transition of the plurality of state transitions. An edge node is selected based on the retrieved distributed ledger record. Execution of an edge service instance of the plurality of edge service instances by the edge node is scheduled. The execution of the edge service instance corresponds to the state transition associated with the reinforcement learning reward value.

公开(公告)号：US20210011823A1

公开(公告)日：2021-01-14

申请号：US17028844

申请日：2020-09-22

申请人： Francesc Guim Bernat ,  Kshitij Arun Doshi ,  Ned M. Smith

发明人： Francesc Guim Bernat ,  Kshitij Arun Doshi ,  Ned M. Smith

IPC分类号： G06F11/263 ,  G06F9/445

摘要： Various aspects of methods, systems, and use cases for testing, integration, and deployment of failure conditions in an edge computing environment is provided through use of perturbations. In an example, operations to implement controlled perturbations in an edge computing platform include: identifying at least one perturbation parameter available to be implemented with a hardware components of an edge computing system that provides a service using the hardware components; determining values, which disrupt operation of the service, to implement the perturbation parameter among the hardware components; deploying the perturbation parameters to the hardware components, during operation of the service to process a computing workload, to cause perturbation effects on the service; collecting telemetry values associated with the hardware components, produced during operation of the service that indicate the perturbation effects upon the operation of the service; and cause a computing operation to occur based on the collected telemetry values.

公开(公告)号：US20210004265A1

公开(公告)日：2021-01-07

申请号：US17026038

申请日：2020-09-18

申请人： Francesc Guim Bernat ,  Uzair Qureshi ,  Lokpraveen Mosur ,  Kshitij Arun Doshi ,  Ned M. Smith

发明人： Francesc Guim Bernat ,  Uzair Qureshi ,  Lokpraveen Mosur ,  Kshitij Arun Doshi ,  Ned M. Smith

IPC分类号： G06F9/48 ,  G06N20/00 ,  G06N3/08 ,  H02J3/38

摘要： Various aspects of methods, systems,and use cases include coordinating actions at an edge device based on power production in a distributed edge computing environment. Systems and methods may be used to an edge device based on power production. A method may include predicting power harvesting of an edge device over a period of time. The method may determine an optimized timeframe among various timeframes for performing a task based on the predicted power harvesting. The method may include outputting or an indication for use by an implementing edge device.

公开(公告)号：US20230020732A1

公开(公告)日：2023-01-19

申请号：US17957747

申请日：2022-09-30

申请人： Francesc Guim Bernat ,  Kshitij Arun Doshi ,  Ned M. Smith ,  Raghu Kondapalli ,  Alexander Bachmutsky

发明人： Francesc Guim Bernat ,  Kshitij Arun Doshi ,  Ned M. Smith ,  Raghu Kondapalli ,  Alexander Bachmutsky

IPC分类号： H04N7/18 ,  H04L67/12 ,  H04N7/01

摘要： Various systems and methods for providing adaptable sensor data collection are described herein. A system, includes: a sensor interface to receive sensor data; processing circuitry to: process the sensor data according to a configuration to generate processed sensor data; and transmit the processed sensor data to a plurality of data consumer devices; and feedback circuitry to: receive feedback from the plurality of data consumer systems; and revise the configuration based on the feedback from the plurality of data consumer systems, to modify subsequent processing of sensor data before transmitting to the plurality of data consumer systems.

公开(公告)号：US20220329499A1

公开(公告)日：2022-10-13

申请号：US17851853

申请日：2022-06-28

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

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： H04L41/5019 ,  H04L41/16 ,  H04L41/5006 ,  H04L41/5009 ,  H04L41/12

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：US20220014450A1

公开(公告)日：2022-01-13

申请号：US17484134

申请日：2021-09-24

申请人： Srikathyayani Srikanteswara ,  Marcin Spoczynski ,  Yi Zhang ,  Hao Feng ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith ,  Satish Chandra Jha ,  S M Iftekharul Alam ,  Vesh Raj Sharma Banjade ,  Alexander Bachmutsky ,  Nageen Himayat

发明人： Srikathyayani Srikanteswara ,  Marcin Spoczynski ,  Yi Zhang ,  Hao Feng ,  Kshitij Arun Doshi ,  Francesc Guim Bernat ,  Ned M. Smith ,  Satish Chandra Jha ,  S M Iftekharul Alam ,  Vesh Raj Sharma Banjade ,  Alexander Bachmutsky ,  Nageen Himayat

IPC分类号： H04L12/24 ,  H04L29/08 ,  H04L12/751

摘要： System and techniques for storage node recruitment in an information centric network (ICN) are described herein. An ICN node receives a storage interest packet that includes an indication differentiating the storage interest from other ICN interests. The ICN node forwards the storage interest packet and receives a storage data packet in response. Here, the storage data packet includes an indication that the storage data packet is not to be cached along with node information for a node that created the storage data packet. The ICN node may then transmit the storage data packet in accordance with a pending interest table (PIT) entry corresponding to the storage interest packet.