公开(公告)号：US12248781B1

公开(公告)日：2025-03-11

申请号：US18083054

申请日：2022-12-16

Applicant: Amazon Technologies, Inc.

Inventor： Aman Agarwal ,  Gaurav Virdy ,  Priya Aneja ,  Prince Batra

IPC: G06F8/40 ,  G06F8/77

Abstract: Users propose, review, reject, comment on, and approve rules or program code to implement rules in a decentralized network. When the users act on proposed rules, they are credited with member scores according to their contributions. The rules are used to calculate, for example, obligations for a user. When the network is used to calculate a result, the use of the rules for calculating the result are used to determine a score for the users who contributed to the rules.

公开(公告)号：US10311371B1

公开(公告)日：2019-06-04

申请号：US14578050

申请日：2014-12-19

Applicant: Amazon Technologies, Inc.

Inventor： Blair Livingstone Hotchkies ,  Bradley Scott Bowman ,  Paul Christopher Cerda ,  Min Chong ,  Anthony T. Chor ,  Leo Parker Dirac ,  Kevin Andrew Granade ,  Udip Pant ,  Sean Michael Scott ,  Aman Agarwal

IPC: G06N20/00 ,  G06N5/02 ,  H04L29/08

Abstract: Systems and methods for managing content delivery functionalities based on machine learning models are provided. In one aspect, content requests are routed in accordance with clusters of historical content requests to optimize cache performance. In another aspect, content delivery strategies for responding to content requests are determined based on a model trained on data related to historical content requests. The model may also be used to determine above-the-fold configurations for rendering responses to content requests. In some embodiments, portions of the model can be executed on client computing devices.