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公开(公告)号:US11637740B2
公开(公告)日:2023-04-25
申请号:US17175061
申请日:2021-02-12
Applicant: VMware, Inc.
Inventor: Manu Sharma , Deepak Khurana , Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Manu Bansal , Duyen Riggs , Rakesh Misra
IPC: H04W28/02 , H04L41/0631 , H04W24/04 , H04L41/16 , H04W24/10 , H04L43/0817 , H04W24/08
Abstract: A method for automated root cause analysis in mobile radio access networks, including: determining mobile radio access network data (e.g., RAN data); detecting an anomaly for a set of user sessions and/or cells from the RAN data; and classifying the detected anomalies using a set of root cause classifiers.
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公开(公告)号:US20220286915A1
公开(公告)日:2022-09-08
申请号:US17376817
申请日:2021-07-15
Applicant: VMware, Inc.
Inventor: Aditya Gudipati , Amit Singh , Rakesh Misra , Giridhar Subramani Jayavelu
IPC: H04W28/16
Abstract: Some embodiments provide a method of performing control plane operations in a radio access network (RAN). The method deploys several machines on a host computer. On each machine, the method deploys a control plane application to perform a control plane operation. The method also configures on each machine a RAN intelligent controller (RIC) SDK to serve as an interface between the control plane application on the same machine and a set of one or more elements of the RAN. In some embodiments, the RIC SDK on each machine includes a set of network connectivity processes that establish network connections to the set of RAN elements for the control plane application. These RIC SDK processes allow the control plane application on their machine to forego having the set of network connectivity processes. In some embodiments, the set of network connectivity processes of each RIC SDK of each machine establishes and maintains network connections between the machine and the set of RAN elements used by the control plane application of the machine, and handles data packet transport to and from the set of RAN elements for the control plane application.
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公开(公告)号:US20220287038A1
公开(公告)日:2022-09-08
申请号:US17384780
申请日:2021-07-25
Applicant: VMware, Inc.
Inventor: Amit Singh , Aditya Gudipati
IPC: H04W72/04 , H04W12/037 , H04W12/08
Abstract: To provide a low latency near RT RIC, some embodiments separate the RIC's functions into several different components that operate on different machines (e.g., execute on VMs or Pods) operating on the same host computer or different host computers. Some embodiments also provide high speed interfaces between these machines. Some or all of these interfaces operate in non-blocking, lockless manner in order to ensure that critical near RT RIC operations (e.g., datapath processes) are not delayed due to multiple requests causing one or more components to stall. In addition, each of these RIC components also has an internal architecture that is designed to operate in a non-blocking manner so that no one process of a component can block the operation of another process of the component. All of these low latency features allow the near RT RIC to serve as a high speed IO between the E2 nodes and the xApps.
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公开(公告)号:US20210234622A1
公开(公告)日:2021-07-29
申请号:US17229259
申请日:2021-04-13
Applicant: VMware, Inc.
Inventor: Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Alexandros Anemogiannis , Manu Sharma
IPC: H04B17/345 , H04B17/27 , H04B17/382 , H04B17/391 , H04W12/80
Abstract: Systems and methods for providing information describing mobile network interference experienced by a mobile network.
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公开(公告)号:US11750466B2
公开(公告)日:2023-09-05
申请号:US17384784
申请日:2021-07-25
Applicant: VMware, Inc.
Inventor: Amit Singh , Aditya Gudipati , Rakesh Misra , Giridhar Subramani Jayavelu
IPC: G06F9/455 , G06F30/331 , G06F9/38 , G06F9/48 , G06F9/54 , G06F9/4401 , H04W40/24 , H04L69/324 , G06F8/60 , H04W24/02 , H04L41/122 , H04L41/40 , G06F11/34 , H04W28/16 , H04W28/086 , H04L43/10 , H04W8/18 , H04W8/20 , H04W48/14 , H04W12/037 , H04W12/08 , H04W72/0453 , G06N20/00 , H04B7/0452 , H04W72/044 , H04W72/20 , H04W72/29 , H04W72/51 , H04W72/52 , H04W36/10 , H04W84/04
CPC classification number: G06F9/45558 , G06F8/60 , G06F9/3877 , G06F9/4411 , G06F9/45533 , G06F9/45545 , G06F9/4881 , G06F9/541 , G06F9/544 , G06F9/546 , G06F11/3409 , G06F30/331 , G06N20/00 , H04B7/0452 , H04L41/122 , H04L41/40 , H04L43/10 , H04L69/324 , H04W8/18 , H04W8/186 , H04W8/20 , H04W12/037 , H04W12/08 , H04W24/02 , H04W28/0819 , H04W28/16 , H04W40/246 , H04W48/14 , H04W72/046 , H04W72/0453 , H04W72/20 , H04W72/29 , H04W72/51 , H04W72/52 , G06F2009/4557 , G06F2009/45579 , G06F2009/45583 , G06F2009/45595 , H04L2212/00 , H04W36/10 , H04W84/042
Abstract: To provide a low latency near RT RIC, some embodiments separate the RIC's functions into several different components that operate on different machines (e.g., execute on VMs or Pods) operating on the same host computer or different host computers. Some embodiments also provide high speed interfaces between these machines. Some or all of these interfaces operate in non-blocking, lockless manner in order to ensure that critical near RT RIC operations (e.g., datapath processes) are not delayed due to multiple requests causing one or more components to stall. In addition, each of these RIC components also has an internal architecture that is designed to operate in a non-blocking manner so that no one process of a component can block the operation of another process of the component. All of these low latency features allow the near RT RIC to serve as a high speed IO between the E2 nodes and the xApps.
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公开(公告)号:US20220286914A1
公开(公告)日:2022-09-08
申请号:US17376801
申请日:2021-07-15
Applicant: VMware, Inc.
Inventor: Aditya Gudipati , Amit Singh , Rakesh Misra , Giridhar Subramani Jayavelu
IPC: H04W28/16
Abstract: Some embodiments provide a method of performing control plane operations in a radio access network (RAN). The method deploys several machines on a host computer. On each machine, the method deploys a control plane application to perform a control plane operation. The method also configures on each machine a RAN intelligent controller (RIC) SDK to serve as an interface between the control plane application on the same machine and a set of one or more elements of the RAN. In some embodiments, the RIC SDK on each machine includes a set of network connectivity processes that establish network connections to the set of RAN elements for the control plane application. These RIC SDK processes allow the control plane application on their machine to forego having the set of network connectivity processes. In some embodiments, the set of network connectivity processes of each RIC SDK of each machine establishes and maintains network connections between the machine and the set of RAN elements used by the control plane application of the machine, and handles data packet transport to and from the set of RAN elements for the control plane application.
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公开(公告)号:US20220283882A1
公开(公告)日:2022-09-08
申请号:US17384777
申请日:2021-07-25
Applicant: VMware, Inc.
Inventor: Amit Singh , Giridhar Subramani Jayavelu , Aditya Gudipati
Abstract: To provide a low latency near RT RIC, some embodiments separate the RIC's functions into several different components that operate on different machines (e.g., execute on VMs or Pods) operating on the same host computer or different host computers. Some embodiments also provide high speed interfaces between these machines. Some or all of these interfaces operate in non-blocking, lockless manner in order to ensure that critical near RT RIC operations (e.g., datapath processes) are not delayed due to multiple requests causing one or more components to stall. In addition, each of these RIC components also has an internal architecture that is designed to operate in a non-blocking manner so that no one process of a component can block the operation of another process of the component. All of these low latency features allow the near RT RIC to serve as a high speed IO between the E2 nodes and the xApps.
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公开(公告)号:US10797963B2
公开(公告)日:2020-10-06
申请号:US16563869
申请日:2019-09-07
Applicant: VMware, Inc.
Inventor: Aditya Gudipati , Rakesh Misra , Manu Bansal , Srikanth Hariharan , Ben Basler , Rajiv Ramanathan , Rohan Agarwal
IPC: G06F15/173 , H04L12/24 , H04L12/26
Abstract: A graphical user interface (“GUI”) allows for the creation of custom key performance indicators (“KPIs”) for real-time analysis of network telemetry events. The GUI can include options for defining variables based on event attributes. These can correspond to events that exist in input telemetry streams at a stream processor. The GUI can allow creation of a formula based on these variables. An aggregation section specifies how the output of the formula is aggregated. This can be based on group, aggregation function, and time period. A manager process causes the stream processor to apply the custom KPI definition to real-time input streams. An output KPI stream can then be routed to a destination for analysis.
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公开(公告)号:US20200235834A1
公开(公告)日:2020-07-23
申请号:US16841855
申请日:2020-04-07
Applicant: VMware, Inc.
Inventor: Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Alexandras Anemogiannis , Manu Sharma
IPC: H04B17/345 , H04B17/27 , H04W12/00 , H04B17/382 , H04B17/391
Abstract: Systems and methods for providing information describing mobile network interference experienced by a mobile network.
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公开(公告)号:US11831517B2
公开(公告)日:2023-11-28
申请号:US17384777
申请日:2021-07-25
Applicant: VMware, Inc.
Inventor: Amit Singh , Giridhar Subramani Jayavelu , Aditya Gudipati
IPC: H04L41/122 , H04L41/40 , G06F9/455 , G06F30/331 , G06F9/38 , G06F9/48 , G06F9/54 , G06F9/4401 , H04W40/24 , H04L69/324 , G06F8/60 , H04W24/02 , G06F11/34 , H04L43/10 , H04W8/18 , H04W8/20 , H04W48/14 , H04W12/037 , H04W12/08 , H04W28/06 , H04W72/0453 , G06N20/00 , H04B7/0452 , H04W72/044 , H04W72/20 , H04W72/02 , H04W72/51 , H04W72/52 , H04W28/086 , H04W28/16 , H04W36/10 , H04W84/04
CPC classification number: H04L41/122 , G06F8/60 , G06F9/3877 , G06F9/4411 , G06F9/45533 , G06F9/45545 , G06F9/4881 , G06F9/541 , G06F9/544 , G06F9/546 , G06F11/3409 , G06F30/331 , G06N20/00 , H04B7/0452 , H04L41/40 , H04L43/10 , H04L69/324 , H04W8/18 , H04W8/186 , H04W8/20 , H04W12/037 , H04W12/08 , H04W24/02 , H04W28/06 , H04W28/0865 , H04W40/246 , H04W48/14 , H04W72/02 , H04W72/046 , H04W72/0453 , H04W72/20 , H04W72/51 , H04W72/52 , G06F9/45558 , G06F2009/4557 , G06F2009/45579 , G06F2009/45583 , G06F2009/45595 , H04L2212/00 , H04W36/10 , H04W84/042
Abstract: To provide a low latency near RT RIC, some embodiments separate the RIC's functions into several different components that operate on different machines (e.g., execute on VMs or Pods) operating on the same host computer or different host computers. Some embodiments also provide high speed interfaces between these machines. Some or all of these interfaces operate in non-blocking, lockless manner in order to ensure that critical near RT RIC operations (e.g., datapath processes) are not delayed due to multiple requests causing one or more components to stall. In addition, each of these RIC components also has an internal architecture that is designed to operate in a non-blocking manner so that no one process of a component can block the operation of another process of the component. All of these low latency features allow the near RT RIC to serve as a high speed IO between the E2 nodes and the xApps.
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