公开(公告)号：US09600494B2

公开(公告)日：2017-03-21

申请号：US14163169

申请日：2014-01-24

申请人： Cisco Technology, Inc.

发明人： David A. Maluf ,  Raghuram S. Sudhaakar ,  James D. Stanley, III ,  Sateesh K. Addepalli

IPC分类号： H04L12/26 ,  G06F17/30 ,  G06T7/00 ,  H04N21/231 ,  H04N21/234 ,  H04N21/235 ,  H04N21/4728

CPC分类号： G06F17/30247 ,  G06F17/30 ,  G06F17/30321 ,  G06F17/30858 ,  G06T7/30 ,  G06T2210/12 ,  H04N21/23109 ,  H04N21/23418 ,  H04N21/235 ,  H04N21/4728

摘要： In one embodiment, a stream of data packets originated by a visual data source is received at an edge device in a network. The data packets include at least one of video data, image data, and geo spatial data. Next, a visual data attribute is extracted at the edge device from the stream of data packets according to an edge-based extraction algorithm. The extracted visual data attribute is vectorized at the edge device via quantization vectors. The vectorized visual data attribute is then indexed at the edge device in a schema-less database that stores indexed visual data attributes.

公开(公告)号：US20190236485A1

公开(公告)日：2019-08-01

申请号：US15880611

申请日：2018-01-26

申请人： Cisco Technology, Inc.

发明人： James D. Stanley, III ,  Carlos M. Pignataro ,  Plamen Nedeltchev Nedeltchev ,  Victoria Mayhall Blaylock ,  Andrea Gold ,  Prabhat Bhattarai

IPC分类号： G06N99/00 ,  H04L29/08

CPC分类号： G06N20/00 ,  H04L67/10

摘要： Presented herein are techniques for managing a plurality of machine learning engines. A method includes receiving at an orchestration entity information descriptive of attributes of a plurality of machine learning engines, generating, based on the information, a unique signature for each machine learning engine of the plurality of machine learning engines, creating, based on the unique signature for each machine learning engine, an ensemble of machine learning engines configured to operate on a predetermined task, causing the ensemble of machine learning engines to operate on the predetermined task, and monitoring performance metrics of the machine learning engines in the ensemble of machine learning engines while the ensemble operates on the predetermined task.

公开(公告)号：US20150213056A1

公开(公告)日：2015-07-30

申请号：US14163169

申请日：2014-01-24

申请人： Cisco Technology, Inc.

发明人： David A. Maluf ,  Raghuram S. Sudhaakar ,  James D. Stanley, III ,  Sateesh K. Addepalli

IPC分类号： G06F17/30 ,  G06T7/00

CPC分类号： G06F17/30247 ,  G06F17/30 ,  G06F17/30321 ,  G06F17/30858 ,  G06T7/30 ,  G06T2210/12 ,  H04N21/23109 ,  H04N21/23418 ,  H04N21/235 ,  H04N21/4728

摘要： In one embodiment, a stream of data packets originated by a visual data source is received at an edge device in a network. The data packets include at least one of video data, image data, and geo spatial data. Next, a visual data attribute is extracted at the edge device from the stream of data packets according to an edge-based extraction algorithm. The extracted visual data attribute is vectorized at the edge device via quantization vectors. The vectorized visual data attribute is then indexed at the edge device in a schema-less database that stores indexed visual data attributes.

摘要翻译： 在一个实施例中，由视觉数据源发起的数据分组流在网络中的边缘设备处被接收。 数据分组包括视频数据，图像数据和地理空间数据中的至少一个。 接下来，根据基于边缘的提取算法，在边缘设备处从数据分组流中提取可视数据属性。 提取的视觉数据属性通过量化向量在边缘设备进行向量化。 然后，向量化的可视数据属性在存储索引的可视数据属性的无模式数据库中的边缘设备处进行索引。

公开(公告)号：US10558784B2

公开(公告)日：2020-02-11

申请号：US14845771

申请日：2015-09-04

申请人： Cisco Technology, Inc.

发明人： Rajesh Vargheese ,  Carlos M. Pignataro ,  James D. Stanley, III ,  Prashant R. Prabhudesai ,  Matthew R. Engle ,  Gonzalo A. Salgueiro

IPC分类号： G06F19/00 ,  G16H10/60

摘要： A plurality of time and motion data sets are correlated at a network connected device. The time and motion data sets track an item of interest, and at least one of the time and motion data sets comprises energy consumption data or wireless local area network location data. Physical presence for the item of interest is determined based upon the correlating of the multiple time and motion data sets. Based upon the physical presence of the item of interest, an unacceptable condition for the item of interest may be determined. The unacceptable condition for the item of interest is remedied.

公开(公告)号：US10417599B2

公开(公告)日：2019-09-17

申请号：US14845777

申请日：2015-09-04

申请人： Cisco Technology, Inc.

发明人： Carlos M. Pignataro ,  James D. Stanley, III ,  Rajesh Vargheese ,  Ammar Rayes ,  David Prantl ,  Hazim Hashim Dahir ,  Gonzalo A. Salgueiro

IPC分类号： G06Q10/00 ,  G06Q10/06

摘要： A plurality of data sets are compiled in a memory. A first data set comprises a location mapping of an item of interest within a predetermined environment, and a second set comprises energy usage data within the predetermined environment. The first data set is correlated, via a processor, with the second data set to locate a subset of energy usage data in the second data set associated with the item of interest. A third data set is generated by combining the first data set with the subset of energy usage data in the second data set to increase an accuracy of the location mapping of the item of interest based upon the subset of energy usage data. The third data set is applied to a computing resource.

公开(公告)号：US20170068913A1

公开(公告)日：2017-03-09

申请号：US14845777

申请日：2015-09-04

申请人： Cisco Technology, Inc.

发明人： Carlos M. Pignataro ,  James D. Stanley, III ,  Rajesh Vargheese ,  Ammar Rayes ,  David Prantl ,  Hazim Hashim Dahir ,  Gonzalo A. Salgueiro

IPC分类号： G06Q10/06

CPC分类号： G06Q10/067 ,  G06Q10/06315 ,  G06Q10/0633 ,  Y02P90/82

摘要： A plurality of data sets are compiled in a memory. A first data set comprises a location mapping of an item of interest within a predetermined environment, and a second set comprises energy usage data within the predetermined environment. The first data set is correlated, via a processor, with the second data set to locate a subset of energy usage data in the second data set associated with the item of interest. A third data set is generated by combining the first data set with the subset of energy usage data in the second data set to increase an accuracy of the location mapping of the item of interest based upon the subset of energy usage data. The third data set is applied to a computing resource.

摘要翻译： 多个数据集被编译在存储器中。 第一数据组包括在预定环境内的感兴趣项目的位置映射，第二组包括预定环境内的能量使用数据。 第一数据集经由处理器与第二数据集进行相关，以在与感兴趣的物品相关联的第二数据集中定位能量使用数据的子集。 通过将第一数据集与第二数据集中的能量使用数据的子集组合来生成第三数据集，以基于能量使用数据的子集增加感兴趣的项的位置映射的精度。 第三个数据集被应用于计算资源。

公开(公告)号：US20170068793A1

公开(公告)日：2017-03-09

申请号：US14845771

申请日：2015-09-04

申请人： Cisco Technology, Inc.

发明人： Rajesh Vargheese ,  Carlos M. Pignataro ,  James D. Stanley, III ,  Prashant R. Prabhudesai ,  Matthew R. Engle ,  Gonzalo A. Salgueiro

IPC分类号： G06F19/00

摘要： A plurality of time and motion data sets are correlated at a network connected device. The time and motion data sets track an item of interest, and at least one of the time and motion data sets comprises energy consumption data or wireless local area network location data. Physical presence for the item of interest is determined based upon the correlating of the multiple time and motion data sets. Based upon the physical presence of the item of interest, an unacceptable condition for the item of interest may be determined. The unacceptable condition for the item of interest is remedied.

摘要翻译： 多个时间和运动数据集在网络连接设备处相关。 时间和运动数据集跟踪感兴趣的项目，并且时间和运动数据集中的至少一个包括能量消耗数据或无线局域网位置数据。 基于多个时间和运动数据集的相关性确定感兴趣的物体的物理存在。 基于感兴趣的物品的实际存在，可以确定感兴趣的物品的不可接受的条件。 感兴趣的项目的不可接受的条件得到补救。

公开(公告)号：US20170026238A1

公开(公告)日：2017-01-26

申请号：US14808048

申请日：2015-07-24

申请人： Cisco Technology, Inc.

发明人： Carlos M. Pignataro ,  James D. Stanley, III ,  Rajesh Vargheese ,  Gonzalo A. Salgueiro

IPC分类号： H04L12/24 ,  G06F19/00 ,  G06N7/00 ,  G01R21/133

摘要： A health status for a user is determined at a first network connected device based on health history stored at the first network connected device. Energy usage of a second network connected device utilized by the user is monitored by the first network connected device via messages sent to the first network connected device. A change in the health status of the user is predicted by the first network connected device based upon the messages sent to the first network connected device. Operation of at least one of the second network connected device or another network connected device is modified in response to predicting the change in the health status of the user.

摘要翻译： 基于存储在第一网络连接设备的健康历史，在第一网络连接设备处确定用户的健康状态。 由用户使用的第二网络连接设备的能量使用由第一网络连接设备经由发送到第一网络连接设备的消息来监控。 基于发送到第一网络连接设备的消息，第一网络连接设备预测用户的健康状态的改变。 响应于预测用户的健康状态的变化来修改第二网络连接设备或另一网络连接设备中的至少一个的操作。

公开(公告)号：US20160342950A1

公开(公告)日：2016-11-24

申请号：US14719412

申请日：2015-05-22

申请人： Cisco Technology, Inc.

发明人： Carlos M. Pignataro ,  James D. Stanley, III ,  Rajesh Vargheese

IPC分类号： G06Q10/10

CPC分类号： G06Q10/1095

摘要： Techniques are presented herein for scheduling meeting rooms for participants by a server in communication with user devices. The server receives a meeting trigger signifying a necessity for scheduling of a meeting. The server then determines that a meeting room is needed for the meeting. After determining that a meeting room is needed, the server queries the plurality of meeting rooms located within a proximity of the first user for characteristics of the meeting rooms. The server then filters a subset of the plurality of meeting rooms based on a set of constraints for the meeting. Any rooms whose characteristics do not meet the constraints are filtered out of the plurality of meeting rooms. The subset of the plurality of meeting rooms are then sorted based on their usage state. The server then reserves one of the meeting rooms from the subset for the meeting between the participants.

摘要翻译： 这里介绍了用于通过与用户设备通信的服务器为参与者安排会议室的技术。 服务器接收会议触发，表示安排会议的必要性。 然后，服务器确定会议需要会议室。 在确定需要会议室之后，为了会议室的特征，服务器查询位于第一用户附近的多个会议室。 然后，服务器基于会议的一组约束过滤多个会议室的子集。 特征不符合约束的任何房间都从多个会议室中过滤掉。 然后根据其使用状态对多个会议室的子集进行排序。 然后，服务器从参与者之间的会议的子集中预留会议室之一。