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公开(公告)号:US11540287B2
公开(公告)日:2022-12-27
申请号:US17384780
申请日:2021-07-25
申请人: VMware, Inc.
发明人: Amit Singh , Aditya Gudipati
IPC分类号: H04W72/04 , H04W12/08 , H04W12/037
摘要: 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:US20210176116A1
公开(公告)日:2021-06-10
申请号:US17175061
申请日:2021-02-12
申请人: VMware, Inc.
发明人: Manu Sharma , Deepak Khurana , Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Manu Bansal , Duyen Riggs , Rakesh Misra
摘要: 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:US10992397B2
公开(公告)日:2021-04-27
申请号:US16841855
申请日:2020-04-07
申请人: VMware, Inc.
发明人: Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Alexandros Anemogiannis , Manu Sharma
IPC分类号: H04W4/00 , H04B17/345 , H04B17/27 , H04W12/00 , H04B17/382 , H04B17/391
摘要: Systems and methods for providing information describing mobile network interference experienced by a mobile network.
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公开(公告)号:US20200084087A1
公开(公告)日:2020-03-12
申请号:US16563830
申请日:2019-09-07
申请人: VMware, Inc.
发明人: Manu Sharma , Deepak Khurana , Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Manu Bansal , Duyen Riggs , Rakesh Misra
摘要: 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:US20220286939A1
公开(公告)日:2022-09-08
申请号:US17376835
申请日:2021-07-15
申请人: VMware, Inc.
发明人: Aditya Gudipati , Amit Singh
摘要: 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:US20220286536A1
公开(公告)日:2022-09-08
申请号:US17384784
申请日:2021-07-25
申请人: VMware, Inc.
IPC分类号: H04L29/08
摘要: 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:US20220283842A1
公开(公告)日:2022-09-08
申请号:US17384779
申请日:2021-07-25
申请人: VMware, Inc.
IPC分类号: G06F9/455
摘要: 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:US20220283832A1
公开(公告)日:2022-09-08
申请号:US17384778
申请日:2021-07-25
申请人: VMware, Inc.
摘要: 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:US11122467B2
公开(公告)日:2021-09-14
申请号:US16718517
申请日:2019-12-18
申请人: VMWARE, INC.
发明人: Sarabjot Singh , Srikanth Hariharan , Adnan Raja , Manu Sharma , Aditya Gudipati
IPC分类号: H04W28/08 , H04W36/22 , H04W36/04 , H04W72/04 , H04L12/26 , H04L5/00 , H04L12/24 , H04W48/12
摘要: A system can include a network analysis platform that applies performance models to determine if a load imbalance exists at a cell, such as at a base station. The performance models are pre-trained based on network telemetry data. For a session at a cell, an expected load can be compared to an actual load to determine whether the session is impacted by a load imbalance. If the number of impacted sessions exceeds a threshold, the base station can be highlighted on a GUI. Additionally, the network analysis platform can perform root cause analysis of a victim cell based on session handoff analysis to determine how to decrease the imbalance impacts.
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公开(公告)号:US10924330B2
公开(公告)日:2021-02-16
申请号:US16563830
申请日:2019-09-07
申请人: VMware, Inc.
发明人: Manu Sharma , Deepak Khurana , Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Manu Bansal , Duyen Riggs , Rakesh Misra
摘要: 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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