Amazon Technologies, Inc.

Burak Karacik

Ivan Borges Oliveira

Cary Jordan Rotman

Dmitriy Belyi

Andrea Qualizza

Pradeep Chowdary Mandava

Hehe Zhou

Sharmin Pathan

Qizhang Dai

Daniel Thomas Meiller

Ravikanth Kundurthi

Matt Watson

Priya Sekar

Techniques for allocating resources and generating resource allocation instructions are described herein. A model can generate a historical error for resources of a facility based on a first set of predicted resource imbalances and historical data for resources imbalances of the facility for a first set of previous time periods. The model can receive a second predicted resource imbalance for the resources of the facility associated with a first future time period. The model can receive real-time signals for states of the resources of the facility associated with a present time period. The model can generate an adjusted resource prediction for the resources of the facility based at least in part on the historical error, the second predicted resource imbalance, and the real-time resource signals. The adjusted resource prediction can be associated with the first future time period.

Techniques for updating resource predictions and resource allocations

Techniques for managing network paths within a network of inventory spaces are described. The inventory spaces may store items. The network paths may connect the inventory spaces such that network vehicles may transport the items between the inventory spaces. Based on consumer demand for the items, unconstrained fulfillment options may be generated to fulfill the consumer demand from the network. A subset of the fulfillment options may be selected based on a performance of the network. The performance may be associated with utilizing the subset of the fulfillment options to fulfill the consumer demand. The performance may be evaluated based on constraints associated with the network and variables associated with utilizing the network paths. Data about the subset of the fulfillment options may be provided to a deployment system configured to deploy the network vehicles according to the schedules.

Managing network paths within a network of inventory spaces

Growing community of inventors

Seattle, WA, United States of America

Burak Karacik