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11.
公开(公告)号:US20250063448A1
公开(公告)日:2025-02-20
申请号:US18450962
申请日:2023-08-16
Applicant: Microsoft Technology Licensing, LLC
Inventor: Anuj KALIA , Junzhi GONG
Abstract: The present disclosure relates to systems, methods, and computer-readable media for increasing resiliency in distributed units of a virtual radio access network (vRAN) of a telecommunications network (e.g., a 5G telecommunications network), particularly when performing a planned handover operation between the distributed units. The examples described herein specifically relate to implementing an inter-distributed unit handover between distributed units that are serviced by the same radio unit. In some examples, this handover is initiated by a middlebox entity that is positioned between the distributed units and a centralized unit. In some instances, features of the middlebox entity are implemented within the framework of a centralized unit. By allowing a quick handover as described herein, the distributed units can provide uninterrupted service to a UE while allowing the distributed units to perform various upgrades or modifications to the distributed unit without service interruptions.
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12.
公开(公告)号:US20240419920A1
公开(公告)日:2024-12-19
申请号:US18335745
申请日:2023-06-15
Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventor: Sanjeev MEHROTRA , Anuj KALIA , Manikanta KOTARU
Abstract: The techniques disclosed herein manage computing environments associated with radio access networks using a natural language interface. This is achieved through utilizing natural language processing to analyze user generated inputs and generate robust large language model queries. In various examples, the queries can include radio access network documentation, diagnostic data, and past interactions to provide custom context to the large language model. Accordingly, the query can cause the large language model to generate an operation sequence comprising a plurality of commands to interface with a resource management tool and control computing resources and supporting components. In this way, the present techniques can alleviate the technical burden on end users and minimize the risk of errors.
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公开(公告)号:US20240405945A1
公开(公告)日:2024-12-05
申请号:US18204332
申请日:2023-05-31
Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventor: Anuj KALIA , Yu YAN , Xenofon FOUKAS , Bozidar RADUNOVIC , Nikita LAZAREV
Abstract: Methods and apparatuses for improving the performance and energy efficiency of Radio Access Networks (RANs) are described. Various power control schemes may dynamically adjust RAN power consumption based on fluctuations in network traffic, throughput, latency, queue sizes, and/or packet error rates with the goal of increasing energy efficiency while maintaining quality of service metrics. The power control schemes may be implemented using a PRB controller for dynamically allocating physical resource blocks (PRBs) to user devices and a CPU controller for assigning CPU power profiles based on PRB allocations for the user devices. The PRB controller and CPU controller may periodically acquire real-time telemetry data and wireless network performance information and then adjust the number of PRBs for user devices and adjust the CPU power profiles for executing RAN functions based on the telemetry data and wireless network performance information.
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公开(公告)号:US20240292300A1
公开(公告)日:2024-08-29
申请号:US18326600
申请日:2023-05-31
Applicant: Microsoft Technology Licensing, LLC
Inventor: Xenofon FOUKAS , Daehyeok KIM , Anuj KALIA , Manikanta KOTARU , Jiarong XING
CPC classification number: H04W36/12 , H04W36/0009
Abstract: A fifth generation (5G) mobile network radio access network (RAN) is virtualized for operations on edge computing platforms in a cloud-computing environment in which radio units (RUs) and radio frequency (RF) spectrum are shared among distributed units (DUs) to support use cases including: 1) live migration in which a DU is moved from one computing server to another without disruption to network traffic, and 2) RAN sharing in which two DUs share the same RU and spectrum.
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公开(公告)号:US20230412502A1
公开(公告)日:2023-12-21
申请号:US17825543
申请日:2022-05-26
Applicant: Microsoft Technology Licensing, LLC
Inventor: Anuj KALIA , Daehyeok KIM , Ilias MARINOS , Tao JI , Paramvir BAHL
Abstract: Methods and systems for dynamically re-routing layer traffic between different servers with little user-visible disruption and without modifications to the vRAN software stack are provided. For instance, transformations on messages between the L2 and PHY, such as duplication and filtering, enable the system to maintain one or more low-overhead “hot, inactive” PHY clones. A hot, inactive PHY clone may be a duplicate of an operational PHY, where the PHY clone is primed to process a PHY workload of the operational PHY (e.g., “hot”) but is not currently responsible for processing the PHY workload (e.g., low-overhead, inactive). In this way, a PHY workload may be automatically and seamlessly migrated to the hot PHY clone in response to planned downtime (e.g., scheduled maintenance, software upgrades) or unexpected events (e.g., server failures) within the strict transmission time intervals (TTIs) required for processing the PHY workload.
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公开(公告)号:US20230007077A1
公开(公告)日:2023-01-05
申请号:US17930608
申请日:2022-09-08
Applicant: Microsoft Technology Licensing, LLC
Inventor: Sanjeev MEHROTRA , Paramvir BAHL , Anuj KALIA
IPC: H04L67/1008
Abstract: Described are examples for deploying workloads in a cloud-computing environment. In an aspect, based on a desired number of workloads of a process to be executed in a cloud-computing environment and based on one or more failure probabilities, an actual number of workloads of the process to execute in the cloud-computing environment to provide a level of service can be determined and deployed. In another aspect, a standby workload can be executed as a second instance of the process without at least a portion of the separate configuration used by the multiple workloads, and based on detecting termination of one of multiple workloads, the standby workload can be configured to execute based on the separate configuration of the separate instance of the process corresponding to the one of the multiple workloads.
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公开(公告)号:US20220385577A1
公开(公告)日:2022-12-01
申请号:US17331782
申请日:2021-05-27
Applicant: Microsoft Technology Licensing, LLC
Inventor: Daehyeok KIM , Ilias MARINOS , Anuj KALIA , Manikanta KOTARU
IPC: H04L12/801 , H04L29/06 , H04L12/46 , H04L12/835 , H04W24/04 , H04W28/02
Abstract: Aspects of the present disclosure relate to allocating workloads to vRANs via programmable switches at far-edge cloud datacenters. Traditionally, traffic allocation is handled by dedicated servers running load-balancing software. However, rerouting RAN traffic to such servers increases both energy and capital costs, degrades end-to-end performance, and requires additional physical space, all of which are undesirable or even infeasible for a RAN far-edge datacenter. Since switches are located in the path of data traffic, workflow policies can be designed to inspect packet headers of incoming traffic, evaluate real-time network information, determine available vRAN instances, and update the packet headers to steer the incoming traffic for processing. As network conditions change, the workflow policies enable the switch to dynamically redirect workloads to alternative vRANs for processing. As a result, RAN processing efficiency and fault tolerance are improved—even with changing network conditions and spikes in data traffic.
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公开(公告)号:US20220377563A1
公开(公告)日:2022-11-24
申请号:US17323653
申请日:2021-05-18
Applicant: Microsoft Technology Licensing, LLC
Inventor: Anuj KALIA , Ilias MARINOS , Daehyeok KIM , Paramvir BAHL
Abstract: Described are examples for providing a distributed fault-tolerant state store for a virtualized base station. In an aspect, a first server at a datacenter may perform physical layer processing for at least one virtualized base station. While performing the physical layer processing, the first server may generate inter-slot physical layer state data during a first slot. The inter-slot physical layer state data is to be used in a subsequent slot. The first server may periodically transmit the inter-slot physical layer state data to one or more other servers of the plurality of servers within the datacenter. One of the other servers may take over the physical layer processing for the at least one virtualized base station based on the inter-slot physical layer state data, for example, in response to a fault at the first server or a migration of the at least one virtualized base station.
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公开(公告)号:US20220377145A1
公开(公告)日:2022-11-24
申请号:US17323544
申请日:2021-05-18
Applicant: Microsoft Technology Licensing, LLC
Inventor: Anuj KALIA , Ilias Marinos , Daehyeok Kim
Abstract: Described are examples for providing cell level migration of physical layer processing in a virtualized base station. A system for operating virtualized base stations includes a plurality of physical layer (PHY) servers within a datacenter and a media access control (MAC) server. Each respective PHY server includes: a memory storing instructions and at least one processor coupled to the memory. The at least one processor is configured to perform physical layer radio access network processing for a cell at the respective PHY server. The MAC server includes a memory storing instructions and at least one processor coupled to the memory. The at least one processor is configured to migrate the physical layer radio access network processing for the cell from a first server of the plurality of PHY servers to a second server of the plurality of PHY servers within the datacenter at an inter-slot boundary.
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