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公开(公告)号：US20190166009A1
公开(公告)日：2019-05-30
申请号：US15825989
申请日：2017-11-29
Applicant: Amazon Technologies, Inc.
Inventor： Hoda Parvin , Russell John Allgor , Ozlem Bilginer , Timothy Lee Jacobs , David John Michael
IPC: H04L12/24
CPC classification number: H04L41/145 , H04L41/0803
Abstract: Features related to systems and methods for network planning based on optimization modeling of equipment and item transmissions. The network planning may include a model to plan for transmission of items over a network to maximize overall efficiencies over alternative transmission modes. The model may produce a network plan that schedules transmissions, determines the number and types of equipment needed to support the transmissions, assigns equipment to specific locations, and optimally routes items throughout the network.
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公开(公告)号：US11526838B1
公开(公告)日：2022-12-13
申请号：US16561493
申请日：2019-09-05
Applicant: Amazon Technologies, Inc.
Inventor： Samyukta Sethuraman , Setareh Mardan , Timothy Lee Jacobs , Mehul Jain , Ankur Bansal
Abstract: Managing the capacity of delivery lockers are disclosed herein. For example, by utilizing machine learning techniques, the capacity management system described herein may determine portions of a delivery locker to reserve for packages delivered at one or more delivery speeds. For example, the system may train one or more machine learning models to determine factors associated with a delivery demand, dwell time probability, and optimized capacity reservation of the delivery locker. Utilizing these factors, the system may determine a portion of the delivery locker to reserve for packages delivered at each available delivery speed.
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公开(公告)号：US11663556B1
公开(公告)日：2023-05-30
申请号：US17143520
申请日：2021-01-07
Applicant: Amazon Technologies, Inc.
Inventor： Manish Jyoti , Karan Kumar , Mahesh Kumar Sharma , Philip Mark Kaminsky , Timothy Lee Jacobs , Steven S. Armato , Sorabh Kumar , Chiranjive Mittal , Brent M. Cervenka , Hrushikesh Gandhi , Wesley Herman , Ruchit Aswin Shah , Agrim Jain , Chetan Mahendru
IPC: G06Q10/10 , G06Q10/0835 , G06Q30/0204 , G06Q10/083 , G06Q10/0639 , G06F3/0484 , G06N20/00
CPC classification number: G06Q10/103 , G06Q10/06398 , G06Q10/0838 , G06Q10/08355 , G06Q30/0205 , G06F3/0484 , G06N20/00
Abstract: Techniques for generating an item transmission portal are described herein. First information for a plurality of carriers may be maintained which includes a capacity for each carrier. Historical capacity requirements for geographic locations may be maintained. For each geographic location a forecast of future capacity requirements, for each week of a plurality of weeks, may be generated based on the historical capacity requirements. A plurality of documents may be generated for each geographic location based on the forecast and the first information. A value may be determined for each document based on a time and capacity commitment for each document, the historical capacity requirements, and the forecast. A user interface may be generated that includes the plurality of documents and corresponding determined values. The user interface may be updated to reflect acceptance of a specific document by a carrier in response to input received via the user interface.
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公开(公告)号：US10700940B2
公开(公告)日：2020-06-30
申请号：US15825989
申请日：2017-11-29
Applicant: Amazon Technologies, Inc.
Inventor： Hoda Parvin , Russell John Allgor , Ozlem Bilginer , Timothy Lee Jacobs , David John Michael
IPC: H04L12/24
Abstract: Features related to systems and methods for network planning based on optimization modeling of equipment and item transmissions. The network planning may include a model to plan for transmission of items over a network to maximize overall efficiencies over alternative transmission modes. The model may produce a network plan that schedules transmissions, determines the number and types of equipment needed to support the transmissions, assigns equipment to specific locations, and optimally routes items throughout the network.
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