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公开(公告)号：US11509703B2
公开(公告)日：2022-11-22
申请号：US16582089
申请日：2019-09-25
申请人： VMware, Inc.
发明人： Tianshu Chu , Rakesh Misra , Sandeep Chinchali , Alexandros Anemogiannis , Rahul Tandra , Kanthi Nagaraj
IPC分类号： H04L65/70 , G06N3/08 , H04N21/2662 , H04N21/2385 , H04N19/59 , H04L65/75
摘要： A system and method for training and executing an adaptive bitrate (ABR) controller can include clustering content into content clusters based on content metadata, clustering network scenarios based on network information, normalizing input measurements, training the ABR controller for each content within at least one of a given content cluster and a given network scenario cluster by determining network information and network metadata, associated with the respective content, determining a content bitrate, determining a reward associated with the content bitrate, and training the ABR controller based on the reward.
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公开(公告)号：US11432270B2
公开(公告)日：2022-08-30
申请号：US16722086
申请日：2019-12-20
申请人： VMWARE, INC.
摘要： Examples herein describe systems and methods for Physical Uplink Control Channel (PUCCH) reallocation. Interference can be detected on a Physical Resource Block (PRB) corresponding to a time-frequency unit of a resource allocated to PUCCH by a base station. The impact the interference has on a subscriber service can be quantified. The quantified services impact can be compared to a threshold. Upon determining that the service impact exceeds the threshold, PRBs of other resources on the base station can be analyzed. The analysis can predict how reallocating the other resources to PUCCH can improve the quality of the subscriber service. One of the other resources can be selected, and instructions can be provided to reallocate the selected resource to PUCCH.
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公开(公告)号：US20220022061A1
公开(公告)日：2022-01-20
申请号：US16933339
申请日：2020-07-20
申请人： VMware, Inc.
IPC分类号： H04W24/04 , H04W24/10 , H04W24/06 , H04B17/336 , H04B17/318
摘要： A system can include an evaluation platform that applies models to improve the quality of experience of users impacted by uplink interference at a network cell, such as at a base station. For a user session at a cell, an expected performance with optimized uplink interference can be compared to an actual performance to determine whether the session is impacted. This can include iteratively increasing a hypothetical power parameter and determining uplink interference based on source and neighboring cells. When positively impacted sessions exceed a threshold, the platform can dynamically change the power parameter of the base station to reflect the hypothetical value.
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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：US11330451B2
公开(公告)日：2022-05-10
申请号：US16933339
申请日：2020-07-20
申请人： VMware, Inc.
IPC分类号： H04W24/04 , H04W24/06 , H04W24/10 , H04B17/336 , H04B17/318
摘要： A system can include an evaluation platform that applies models to improve the quality of experience of users impacted by uplink interference at a network cell, such as at a base station. For a user session at a cell, an expected performance with optimized uplink interference can be compared to an actual performance to determine whether the session is impacted. This can include iteratively increasing a hypothetical power parameter and determining uplink interference based on source and neighboring cells. When positively impacted sessions exceed a threshold, the platform can dynamically change the power parameter of the base station to reflect the hypothetical value.
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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
申请人： VMware, Inc.
发明人： Sarabjot Singh , Adnan Raja , Srikanth Hariharan , Aditya Gudipati , Alexandros Anemogiannis , Manu Sharma
IPC分类号： H04B17/345 , H04B17/27 , H04B17/382 , H04B17/391 , H04W12/80
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：US20210195581A1
公开(公告)日：2021-06-24
申请号：US16722086
申请日：2019-12-20
申请人： VMWARE, INC.
摘要： Examples herein describe systems and methods for Physical Uplink Control Channel (PUCCH) reallocation. Interference can be detected on a Physical Resource Block (PRB) corresponding to a time-frequency unit of a resource allocated to PUCCH by a base station. The impact the interference has on a subscriber service can be quantified. The quantified services impact can be compared to a threshold. Upon determining that the service impact exceeds the threshold, PRBs of other resources on the base station can be analyzed. The analysis can predict how reallocating the other resources to PUCCH can improve the quality of the subscriber service. One of the other resources can be selected, and instructions can be provided to reallocate the selected resource to PUCCH.
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公开(公告)号：US20200099733A1
公开(公告)日：2020-03-26
申请号：US16582089
申请日：2019-09-25
申请人： VMware, Inc.
发明人： Tianshu Chu , Rakesh Misra , Sandeep Chinchali , Alexandros Anemogiannis , Rahul Tandra , Kanthi Nagaraj
IPC分类号： H04L29/06 , G06N3/08 , H04N19/59 , H04N21/2662 , H04N21/2385
摘要： A system and method for training and executing an adaptive bitrate (ABR) controller can include clustering content into content clusters based on content metadata, clustering network scenarios based on network information, normalizing input measurements, training the ABR controller for each content within at least one of a given content cluster and a given network scenario cluster by determining network information and network metadata, associated with the respective content, determining a content bitrate, determining a reward associated with the content bitrate, and training the ABR controller based on the reward.
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