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41.发明授权公开(公告)号：US10902373B2
公开(公告)日：2021-01-26
申请号：US15154249
申请日：2016-05-13
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Alan J. King , Ali Koc , Yingjie Li , Xuan Liu , Christopher S. Milite , Brian L. Quanz , Chek Keong Tan , Dahai Xing , Xiaobo Zheng
IPC分类号： G06Q30/00 , G06Q10/08 , G06Q30/02 , G06N20/00 , G06F16/14 , G06F16/182 , G06F16/17 , G06F16/23 , G06N5/00 , G06F3/0482 , G06F3/0484 , G06Q30/06 , H04L12/26 , G06N5/04 , G06Q10/06
摘要： The present disclosure relates generally to the field of retail supply networks. In one specific example, mechanisms are provided to model markdown-avoidance savings for omni-channel fulfillment in retail supply networks. In various embodiments, systems, methods and computer program products are provided.
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公开(公告)号：US10776747B2
公开(公告)日：2020-09-15
申请号：US15088686
申请日：2016-04-01
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Alan J. King , Ali Koc , Yingjie Li , Xuan Liu , Christopher S. Milite , Brian L. Quanz , Chek Keong Tan , Dahai Xing , Xiaobo Zheng
IPC分类号： G06Q10/08 , G06Q30/02 , G06N20/00 , G06F16/14 , G06F16/182 , G06F16/17 , G06F16/23 , G06N5/00 , G06F3/0482 , G06F3/0484 , G06Q30/06 , H04L12/26 , G06N5/04 , G06Q10/06
摘要： A method and system for evaluating node fulfillment capacity in node order assignment. The method includes receiving by a network average capacity utilization cost module an electronic record of a current order. The method includes retrieving data of a plurality of nodes, calculating an actual capacity utilization on an expected date, and determining a probability of backlog on the expected date. The method includes generating a network average capacity utilization cost model, automatically converting one or more of a plurality of costs and capacity utilization into a capacity utilization cost, and transmitting the capacity utilization cost of each node to an order fulfillment engine. The method includes receiving by the engine the current order, the processing cost data, and the capacity utilization cost. The method includes automatically calculating a fulfillment cost and identifying a node with the lowest fulfillment cost for assignment.
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公开(公告)号：US10719803B2
公开(公告)日：2020-07-21
申请号：US15086875
申请日：2016-03-31
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Ali Koc , Dingding Lin , Xuan Liu , Brian L. Quanz , Yue Tong , Dahai Xing , Xiaobo Zheng
IPC分类号： G06Q10/08 , G06Q30/02 , G06N20/00 , G06F16/14 , G06F16/182 , G06F16/17 , G06F16/23 , G06N5/00 , G06F3/0482 , G06F3/0484 , G06Q30/06 , H04L12/26 , G06N5/04 , G06Q10/06
摘要： A historical scenario and historical decisions made in the historical scenario are received. The historical decisions represent a set of decision variables of an objective function. A random set of decision variables having different values than the set of decision variables are generated. To determine a weight setting associated with multiple objectives of the objective function, a number of inequalities are built and solved with an assumption that, for an optimization that minimizes the objective function, the objective function having the set of random decision variables has a larger value than the objective function having the set of decision variables. The receiving, the generating and the building steps may be repeated to determine multiple sets of weight settings. The multiple sets of weight settings are searched to select a target weight setting for each of the multiple objectives. The target weight setting may be automatically and continuously learned.
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公开(公告)号：US10685319B2
公开(公告)日：2020-06-16
申请号：US14881570
申请日：2015-10-13
发明人： JoAnn Piersa Brereton , Ajay Ashok Deshpande , Arun Hampapur , Miao He , Alan Jonathan King , Xuan Liu , Christopher Scott Milite , Jae-Eun Park , Joline Ann Villaranda Uichanco , Songhua Xing , Steve Igrejas , Hongliang Fei , Vadiraja Ramamurthy , Yingjie Li , Kimberly D. Hendrix , Xiao Bo Zheng
摘要： A simulator is configured to simulate the fulfillment of orders by nodes. Each node has an inventory of products and is capable of shipping the products to destinations in response to receipt of a corresponding order. The simulator divides the nodes into groups and assigns a different priority to each group based on input provided by a user to the simulator to generate an ordered sequence of priorities. The simulator maintains safety stock data corresponding to each node that indicates minimum quantities of the products required to be present at the corresponding node. The simulator selects a current priority of the sequence and next simulates a first group among the groups having the current priority fulfilling the orders for a given product among the products while a quantity of the given product at each of the nodes in the first group is below the minimum quantity in the corresponding safety stock data.
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公开(公告)号：US10607275B2
公开(公告)日：2020-03-31
申请号：US15153798
申请日：2016-05-13
发明人： Ajay A. Deshpande , Arun Hampapur , Xuan Liu , Brian L. Quanz , Dahai Xing
摘要： A method is provided for determining an order fulfillment by a simplified fulfillment deciding engine or a full fulfillment deciding engine. This method includes several steps, including determining whether the number of nodes considered in making the fulfillment order decision of the current order can be a second number of node decisions, automatically transmitting the current order to one of a simplified fulfillment deciding engine and the full fulfillment deciding engine, the simplified fulfillment deciding engine considering the second number of node decisions in making the fulfillment order decision, wherein the current order is transmitted to the simplified fulfillment deciding engine when the number of node decisions is equal to the second number of node decisions.
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公开(公告)号：US10373102B2
公开(公告)日：2019-08-06
申请号：US15087569
申请日：2016-03-31
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Alan J. King , Ali Koc , Yingjie Li , Xuan Liu , Christopher S. Milite , Brian L. Quanz , Chek Keong Tan , Dahai Xing , Xiaobo Zheng
IPC分类号： G06Q30/00 , G06Q10/08 , G06Q30/02 , G06N20/00 , G06F16/14 , G06F16/182 , G06F16/17 , G06F16/23 , G06F3/0482 , G06F3/0484 , G06Q30/06 , H04L12/26 , G06N5/04 , G06Q10/06
摘要： A method and system for evaluating node fulfillment capacity in node order assignment. The method includes receiving a current order for node order assignment. The method also includes retrieving data of each node from a plurality of nodes, the retrieved data comprising current capacity utilization, capacity of a current day and capacity of a future day. The method then includes determining a probability of backlog on an expected ship date of each node, the probability of backlog being based on the retrieved current capacity utilization. Further, the method includes automatically converting the probability of backlog, backlog cost, and labor cost of each node into a capacity utilization cost of the each node using a capacity utilization cost model defining a set of predetermined capacity utilization threshold values. Then, the method includes automatically calculating a fulfillment cost of each node of the current order by adding a plurality of costs.
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公开(公告)号：US10373101B2
公开(公告)日：2019-08-06
申请号：US15087012
申请日：2016-03-31
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Pradyumnha G. Kowlani , Xuan Liu , Christopher S. Milite , Brian L. Quanz , Chek Keong Tan , Dahai Xing
IPC分类号： G06F16/00 , G06Q10/08 , G06Q30/02 , G06N20/00 , G06F16/14 , G06F16/182 , G06F16/17 , G06F16/23 , G06F3/0482 , G06F3/0484 , G06Q30/06 , H04L12/26 , G06N5/04 , G06Q10/06
摘要： Data content delivery and validation in a computer environment may provide a file system in the computer environment, the file system subdivided into unique folder locations per content type, each of the unique folder locations representing a content type folder. The file system is monitored for changes to a content type folder. An occurrence of a manifest file in the content type folder may be detected, the occurrence of the manifest file ensuring that all files in a package of files associated with the manifest file have arrived. Content of the manifest file may be analyzed to check validity of the files. A content package registry may be queried to determine a base job for processing a given content type associated with the package of files, and the base job may be run to process the package of files.
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公开(公告)号：US09883193B2
公开(公告)日：2018-01-30
申请号：US15145161
申请日：2016-05-03
发明人： Michael J. Desimone , Arun Hampapur , Zuoxuan Lu , Carl P. Mercier , Christopher S. Milite , Stephen R. Russo , Chiao-Fe Shu , Chek K. Tan
IPC分类号： H04N19/25 , G06K9/00 , G06K9/48 , H04N7/18 , H04N19/167 , H04N19/182
CPC分类号： H04N19/25 , G06K9/00335 , G06K9/00771 , G06K9/481 , H04N7/18 , H04N19/167 , H04N19/182
摘要： An approach for generating a coding schema for identifying a spatial location of an event within video image data is provided. In one embodiment, there is a spatial representation tool, including a compression component configured to receive trajectory data of a trajectory of an object for an event within video image data; generate a lossless compressed contour-coded blob to encode the trajectory data of the trajectory of the object for the event within video image data; generate a lossy searchable code of the trajectory of the object for the event within the video image data; convert a region of interest within the video image data to a lossy query code, the region of interest corresponding to a sub-section of a visual display output of the video image data; and compare the lossy query code to the lossy searchable code within a relational database to identify a corresponding lossless trajectory data of the trajectory of the object for the event within the video image data.
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49.发明授权公开(公告)号：US09764746B2
公开(公告)日：2017-09-19
申请号：US13962310
申请日：2013-08-08
发明人： Debarun Bhattacharjya , Arun Hampapur , Qing He , Hongfei Li , Dhaivat P. Parikh
CPC分类号： B61K9/08 , B61L23/042 , B61L27/0055 , B61L27/0088 , G06F17/5009 , G06Q10/06 , G06Q10/0635
摘要： Geo-defect repair modeling is provided. A method includes logically dividing a railroad network according to spatial and temporal dimensions with respect to historical data collected. The spatial dimensions include line segments of a specified length and the temporal dimensions include inspection run data for inspections performed for each of the line segments over a period of time. The method also includes creating a track deterioration model from the historical data, identifying geo-defects occurring at each inspection run from the track deterioration model, calculating a track deterioration condition from the track deterioration model by analyzing quantified changes in the geo-defects measured at each inspection run, and calculating a derailment risk based on track conditions determined from the inspection run data and the track deterioration condition. The method further includes determining a repair decision for each of the geo-defects based on the derailment risk and costs associated with previous comparable repairs.
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公开(公告)号：US20170213174A1
公开(公告)日：2017-07-27
申请号：US15406342
申请日：2017-01-13
发明人： Ajay A. Deshpande , Saurabh Gupta , Arun Hampapur , Ali Koc , Yingjie Li , Xuan Liu , Christopher Milite , Brian L. Quanz , Chek Keong Tan , Dahai Xing , Xiaobo Zheng
IPC分类号： G06Q10/06
CPC分类号： G06Q10/06315 , G06Q10/0633 , G06Q10/067
摘要： A system, method and computer program product for enhancing on-premise order management systems (OMS) designed for fulfillment transactions with analytic and optimization technologies and services hosted in a shared multi-tenant software-as-a-service (SaaS) environment, such as a hybrid cloud. The computer-implemented method improves an order management system by leveraging a “punch-out” approach based on user exits to integrate with and augment currently implemented order management processing and transaction flows. Using the hybrid cloud, an entity may retain data such as its accumulated business, sales, test and other data, and then run analytical queries, which can scale to support distributed computing tasks. A framework adaptor/connector is leveraged by the OMS to provide a web client for communicating with and integrating to the SaaS analytics runtime environment, encapsulating all necessary connection pooling, security, and data marshaling complexity away from the order management system to meet strict service response time windows.
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