Cheng P Li from Duluth, GA, age 66

Professional Records

License Records

Cheng Li

License #:

E090389 - Expired

Category:

Emergency medical services

Issued Date:

Feb 5, 2012

Expiration Date:

Dec 31, 2013

Type:

Los Angeles County EMS Agency

Lawyers & Attorneys

Cheng Li - Lawyer

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Office:

Weil, Gotshal & Manges LLP

ISLN:

1000964724

Admitted:

2020

Publications

Us Patents

Pre-Warming Scheme To Load Machine Learning Models

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US Patent:

20200104749, Apr 2, 2020

Filed:

Sep 28, 2018

Appl. No.:

16/146295

Inventors:

- Seattle WA, US
Stefano Stefani - Issaquah WA, US
Nikhil Kandoi - Seattle WA, US
Rama Krishna Sandeep Pokkunuri - Redmond WA, US
Kalpesh N. Sutaria - Seattle WA, US
Navneet Sabbineni - Seattle WA, US
Ganesh Kumar Gella - Redmond WA, US
Cheng Ran Li - Bellevue WA, US

International Classification:

G06N 99/00
G06N 5/04

Abstract:

Techniques for hosting adding and warming a host are described. In some instances, a method of determining that at least one group of hosts is to be increased by adding an additional host to the group of hosts; sending a request to the group of hosts for a list of machine learning models loaded per host of the group of hosts; receiving, from each host, the list of loaded machine learning models; loading at least a proper subset of list of loaded machine learning models into random access memory of the at least one group; receiving a request to perform an inference; routing the request to the additional host of the group of hosts; performing an inference using the additional host of the group of hosts; and providing a result of the inference to an external entity is described.