Amazon Technologies, Inc.

Sudhakar Rao Puvvadi

Robert Matthias Steele

Donghui Zhuo

Charles Eric Dannaker

Tianming Zheng

Tarun Agarwal

Daniel Blick

Rakesh Ramakrishnan

Jun Qian

Polly Po Lee

Ralf Herbrich

Jin Li

Michael Brueckner

Leo Parker Dirac

Sriram Krishnan

Aleksandr Mikhaylovich Ingerman

Nicolle M Correa

Saman Zarandioon

Stefano Stefani

Rama Krishna Sandeep Pokkunuri

Ganesh Kumar Gella

Kalpesh N Sutaria

Enrico Sartorello

Polly Po Yee Lee

Nikhil Kandoi

Tania Khattar

Navneet Sabbineni

Cheng Ran Li

A machine learning service implements programmatic interfaces for a variety of operations on several entity types, such as data sources, statistics, feature processing recipes, models, and aliases. A first request to perform an operation on an instance of a particular entity type is received, and a first job corresponding to the requested operation is inserted in a job queue. Prior to the completion of the first job, a second request to perform another operation is received, where the second operation depends on a result of the operation represented by the first job. A second job, indicating a dependency on the first job, is stored in the job queue. The second job is initiated when the first job completes.

Machine learning service

Techniques for hosting machine learning models are described. In some instances, a method of receiving a request to perform an inference using a particular machine learning model; determining a group of hosts to route the request to, the group of hosts to host a plurality of machine learning models including the particular machine learning model; determining a path to the determined group of hosts; determining a particular host of the group of hosts to perform an analysis of the request based on the determined path, the particular host having the particular machine learning model in memory; routing the request to the particular host of the group of hosts; performing inference on the request using the particular host; and providing a result of the inference to a requester is performed.

Hosting machine learning models

Growing community of inventors

Bellevue, WA, United States of America

Sudhakar Rao Puvvadi