Amazon Technologies, Inc.

Microsoft Technology Licensing, LLC

Prashant Singh Ahluwalia

Xingang Guo

Arun Prasath Sivakumaran

John Lewis Colucci, Iii

Ian Ward

Jianwei Gao

Adeel Jamil Siddiqui

Xinjian Xue

Balaji Ramasubramaniam

Ryan Wang Gao

Jong-Chin Lin

Naveen Duddi Haribabu

Bin Pan

Lea Vega Romero

Onur Tuna

Technologies related to predicting whether a requested change (deployment) in a cloud computing environment will fail are described herein. An exposomic feature value is computed based upon a time series of risk values, where the risk values represent risk of failure over several historic time intervals. A probabilistic model computes a likelihood that the requested deployment will fail during implementation of the requested deployment based upon the exposomic feature value and a contextual feature value, and a notification is transmitted to a computing device of a change manager to allow the change manager to take remedial action.

Computer-implemented exposomic classifier

Embodiments presented herein describe a package management system that uses guidance devices when transporting packages. In one embodiment, the package management system includes an event detecting device that detects a package transporting event such as when a package is sorted into a container, a container is moved from the warehouse to vehicle, a container is moved from a vehicle into a warehouse, a package is delivered, a package is moved to a staging location, or a package is picked-up from a staging location. Once a container or staging location corresponding to the event is identified, a gateway identifies the guidance device assigned to that container or staging location and instructs the guidance device to illuminate a light disposed thereon.

Transporting packages using light guided operations

Embodiments presented herein describe a package management system that uses guidance devices when transporting packages. In one embodiment, the package management system includes an event detecting device that detects a package transporting event such as when a package is sorted into a container, a container is moved from the warehouse to vehicle, a container is moved from a vehicle into a warehouse, or a package is delivered. For example, the event detecting device may trigger the event in response to a worker scanning a bar code, selecting a delivery route, or checking an electronic manifest. Once a container corresponding to the event is identified, a gateway identifies the guidance device assigned to that container and instructs the guidance device to illuminate a light disposed thereon.

Growing community of inventors

Redmond, WA, United States of America

Prashant Singh Ahluwalia