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Ramya Raghavendra Phones & Addresses

  • Madison, AL
  • Huntsville, AL

Work

Company: Adtran

Industries

Computer Networking

Resumes

Resumes

Ramya Raghavendra Photo 1

Ramya Raghavendra

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Location:
Huntsville, AL
Industry:
Computer Networking
Work:
Adtran

Publications

Us Patents

Dynamic Subscriber Network Physical Impairment Detection Techniques

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US Patent:
20200274789, Aug 27, 2020
Filed:
Oct 21, 2019
Appl. No.:
16/659066
Inventors:
- Huntsville AL, US
Armand Nokbak Nyembe - Huntsville AL, US
Ramya Raghavendra - Huntsville AL, US
Arlynn W. Wilson - Huntsville AL, US
Robert Barrett - Madison AL, US
International Classification:
H04L 12/26
H04L 12/24
G06N 20/20
G06N 7/00
Abstract:
Systems and techniques are disclosed for using machine learning to dynamically detect physical impairments in lines of a subscriber network. In some implementations, per-tone data for a line of a subscriber network and data indicating a set of one or more scores is obtained. Each score included in the set of scores indicates a conditional likelihood that the line has a type of impairment with respect to a different feature subset ensemble. The per-tone data and the data indicating the set of one or more scores is provided as input to a model. The model is trained to output, for each of different sets of feature subset ensembles, a confidence score representing an overall likelihood that a particular line has a physical impairment. Data indicating a particular confidence score representing an overall likelihood that the line has the physical impairment is obtained. The particular confidence score is provided for output.

Artificial Intelligence Optimized Telecommunications Systems

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US Patent:
20190318238, Oct 17, 2019
Filed:
Apr 13, 2018
Appl. No.:
15/952887
Inventors:
- Huntsville AL, US
Sheila Knight - Huntsville AL, US
Michael Arnold - Huntsville AL, US
Ramya Raghavendra - Huntsville AL, US
Jeremy Lyon - Huntsville AL, US
Venkata Mallikarjunarao Kosuri - Huntsville AL, US
Zack Whaley - Huntsville AL, US
International Classification:
G06N 3/08
G06F 17/27
Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for an artificial intelligence system. In one aspect, a system includes multiple artificial intelligence skill agents that have each been trained to perform different actions in a telecommunications system. The system also includes an orchestrator agent that interacts with each of the artificial intelligence skill agents and coordinates which of the artificial intelligence agents performs actions in response to user inputs. The orchestrator agent receives a user input and determines an intent expressed by the user input. The orchestrator agent transmits an instruction to an artificial intelligence skill agent to perform an action that provides a response to the intent. In response to receiving the instruction from the orchestrator agent, the artificial intelligence skill agent performs the action when the artificial intelligence skill agent is capable of carrying out the action.

Providing Airtime Fairness In Wireless Systems

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US Patent:
20160192378, Jun 30, 2016
Filed:
Dec 30, 2014
Appl. No.:
14/585632
Inventors:
- Huntsville AL, US
Ramya RAGHAVENDRA - Huntsville AL, US
International Classification:
H04W 72/10
H04L 12/801
H04L 12/863
H04W 24/10
H04L 12/26
Abstract:
Methods, systems, and apparatus for providing airtime fairness in a telecommunications network are disclosed. In one aspect a method includes determining, by an access point, respective transmission rates of multiple stations configured to wirelessly communicate with the access point; determining, by the access point and for each of the multiple stations, a weight of the station that is proportional to the respective transmission rate of the station; and transmitting, wirelessly by the access point and to each of the multiple stations, one or more packets to the station during an airtime allocation to the station, wherein the amount of one or more packets transmitted during the airtime allocation corresponds to the weight of the station and a size of queued packets for the station.

Systems And Methods For Allocating Network Bandwidth Across Access Modules

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US Patent:
20150350083, Dec 3, 2015
Filed:
Aug 11, 2015
Appl. No.:
14/823898
Inventors:
Richard Goodson - Huntsville AL, US
Ramya Raghavendra - Huntsville AL, US
Kenneth D. Ko - Clearwater FL, US
International Classification:
H04L 12/801
H04L 12/911
H04L 12/64
H04L 12/26
Abstract:
A telecommunication system uses a dynamic bandwidth allocation (DBA) algorithm based on current load conditions for controlling transmissions to a plurality of access modules of an access node in order to achieve a fair allocation of network bandwidth at the access node. As an example, access modules at an access node communicate via a control channel with dynamic bandwidth allocation (DBA) logic that receives load information from each of the access modules. Using such load information, the DBA logic dynamically controls the upstream data rates so that a fair allocation of network bandwidth is achieved across all of the access modules. Specifically, the data rates are controlled such that packet flows for services of the same class achieve the same or similar performance (e.g., average data rate) regardless of which access module is receiving each respective packet flow.
Ramya Raghavendra from Madison, AL, age ~42 Get Report