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1. 发明授权

US08473459B2 Workload learning in data replication environments 有权
标题翻译：数据复制环境中的工作负载学习
公开(公告)号：US08473459B2
公开(公告)日：2013-06-25
申请号：US13037285
申请日：2011-02-28
申请人： Lawrence Yiumchee Chiu , Yang Liu , Matthew Joseph Kalos , Paul Henri Muench , Gail Andrea Spear
发明人： Lawrence Yiumchee Chiu , Yang Liu , Matthew Joseph Kalos , Paul Henri Muench , Gail Andrea Spear
IPC分类号： G06F17/00
CPC分类号： G06F11/3485 , G06F11/2071 , G06F11/3414 , G06F11/3442
摘要： A method for replicating I/O performance in data replication environments, such as PPRC environments, is described. In selected embodiments, such a method includes monitoring I/O workload at a primary storage device over a period of time, such as a period of hours, days, or months. The method then generates learning data at the primary storage device describing the I/O workload over the selected time period. The learning data is replicated from the primary storage device to a secondary storage device. The method uses the learning data to optimize the secondary storage device to handle the I/O workload of the primary storage device. This will enable the secondary storage device to provide substantially the same I/O performance as the primary storage device in the event a failover occurs. A corresponding system and computer program product are also disclosed and claimed herein.
摘要翻译：描述了在数据复制环境（如PPRC环境）中复制I / O性能的方法。在所选择的实施例中，这种方法包括在一段时间（例如，几个小时，几天或几个月的时间段）监视主存储设备处的I / O工作负载。然后，该方法在主存储设备上在所选择的时间段内生成描述I / O工作负载的学习数据。学习数据从主存储设备复制到辅助存储设备。该方法使用学习数据优化辅助存储设备来处理主存储设备的I / O工作负载。在发生故障转移的情况下，这将使辅助存储设备能够提供与主存储设备基本相同的I / O性能。本文还公开并要求对应的系统和计算机程序产品。

2. 发明授权

US08468133B2 Workload learning in data replication environments 有权
标题翻译：数据复制环境中的工作负载学习
公开(公告)号：US08468133B2
公开(公告)日：2013-06-18
申请号：US13458714
申请日：2012-04-27
申请人： Lawrence Yiumchee Chiu , Yang Liu , Matthew Joseph Kalos , Paul Henri Muench , Gail Andrea Spear
发明人： Lawrence Yiumchee Chiu , Yang Liu , Matthew Joseph Kalos , Paul Henri Muench , Gail Andrea Spear
IPC分类号： G06F17/00
CPC分类号： G06F11/3485 , G06F11/2071 , G06F11/3414 , G06F11/3442
摘要： A method for replicating I/O performance in data replication environments, such as PPRC environments, is described. In selected embodiments, such a method includes monitoring I/O workload at a primary storage device over a period of time, such as a period of hours, days, or months. The method then generates learning data at the primary storage device describing the I/O workload over the selected time period. The learning data is replicated from the primary storage device to a secondary storage device. The method uses the learning data to optimize the secondary storage device to handle the I/O workload of the primary storage device. This will enable the secondary storage device to provide substantially the same I/O performance as the primary storage device in the event a failover occurs.
摘要翻译：描述了在数据复制环境（如PPRC环境）中复制I / O性能的方法。在所选择的实施例中，这种方法包括在一段时间（例如，几个小时，几天或几个月的时段）监视主存储设备处的I / O工作负载。然后，该方法在主存储设备上在所选择的时间段内生成描述I / O工作负载的学习数据。学习数据从主存储设备复制到辅助存储设备。该方法使用学习数据优化辅助存储设备来处理主存储设备的I / O工作负载。在发生故障转移的情况下，这将使辅助存储设备能够提供与主存储设备基本相同的I / O性能。

3. 发明授权

US11751971B2 Imaging and display system for guiding medical interventions 有权
公开(公告)号：US11751971B2
公开(公告)日：2023-09-12
申请号：US17106834
申请日：2020-11-30
申请人： Yang Liu
发明人： Yang Liu
IPC分类号： A61B5/05 , A61B90/00 , A61B90/20 , A61B34/20 , A61B90/50 , A61B90/30
CPC分类号： A61B90/37 , A61B90/00 , A61B90/20 , A61B90/36 , A61B2034/2048 , A61B2034/2051 , A61B2034/2055 , A61B2090/309 , A61B2090/365 , A61B2090/371 , A61B2090/372 , A61B2090/3735 , A61B2090/3762 , A61B2090/3941 , A61B2090/502
摘要： An imaging and display system for guiding medical interventions includes a wearable display, such as a goggle display, for viewing by a user. The display presents a composite, or combined image that includes pre-operative surgical navigation images, intraoperative images, and in-vivo microscopy images or sensing data. The pre-operative images are acquired from scanners, such as MRI and CT scanners, while the intra-operative images are acquired in real-time from a camera system carried by the goggle display for imaging the patient being treated so as to acquire intraoperative images, such as fluorescence images. A probe, such as a microscopy probe or a sensing probe, is used to acquire in-vivo imaging/sensing data from the patient. Additionally, the intra-operative and in-vivo images are acquired using tracking and registration techniques to align them with the pre-operative image and the patient to form a composite image for display by the goggle display.

4. 发明授权

US11675066B2 Motion detection and classification using ambient wireless signals 有权
公开(公告)号：US11675066B2
公开(公告)日：2023-06-13
申请号：US16988204
申请日：2020-08-07
申请人： Biao Chen , Yang Liu , Tiexing Wang
发明人： Biao Chen , Yang Liu , Tiexing Wang
IPC分类号： G01S13/00 , G01S7/41 , G01S13/56
CPC分类号： G01S13/003 , G01S7/417 , G01S13/56
摘要： A system for using radio frequency (RF) communication signals to extract situational awareness information thorough deep learning. Pre-processing is performed to maximally preserve discriminating features in spatial, temporal and frequency domains. A specially designed neural network architecture is used for handling complex RF signals and extracting spatial, temporal and frequency domain information. Data collection and training is used so that the learning system desensitizes from features orthogonal to the underlying classification problem.

5. 外观设计

USD952261S1 Mouth shield 有权
公开(公告)号：USD952261S1
公开(公告)日：2022-05-17
申请号：US29778973
申请日：2021-04-15
申请人： Yang Liu
设计人： Yang Liu

6. 外观设计

USD942204S1 Steamer rack 有权
公开(公告)号：USD942204S1
公开(公告)日：2022-02-01
申请号：US29775628
申请日：2021-03-24
申请人： Yang Liu
设计人： Yang Liu

7. 发明授权

US11212723B2 Method, apparatus and computer program product for autonomous cell change by UE in network 有权
公开(公告)号：US11212723B2
公开(公告)日：2021-12-28
申请号：US14401438
申请日：2012-05-31
申请人： Haitao Li , Dalsgaard Lars , Yang Liu
发明人： Haitao Li , Dalsgaard Lars , Yang Liu
IPC分类号： H04W36/00 , H04W24/10 , H04W36/34
摘要： A method, an apparatus and a corresponding computer program product are proposed. Wherein one of the method according to one embodiment of the invention determines at least one cell in a network sharing context of at least one user equipment with at least one other cell within the network. Then creates at least one measurement configuration being used by the at least one user equipment, wherein the at least one measurement configuration indicates at least to the at least one user equipment that it can decide whether to perform cell change without transmitting back its measurement report to its serving cell. Then method further transmits the created at least one measurement configuration to the at least one user equipment.

8. 发明申请

US20210315059A1 HEATING CORE ASSEMBLY OF ATOMIZER AND ELECTRONIC CIGARETTE COMPRISING SAME 有权
公开(公告)号：US20210315059A1
公开(公告)日：2021-10-07
申请号：US17353796
申请日：2021-06-21
申请人： Yang Liu
发明人： Yang Liu
IPC分类号： H05B1/02 , A24F40/46 , A24F40/10 , A24F40/44 , A24F40/485 , H05B3/03 , H05B3/42
摘要： A heating core assembly (10) of an atomizer and an electronic cigarette comprising the same. The heating core assembly (10) of an atomizer comprises a heating tube (11) and a liquid guiding member (12) sleeved around an outer circumference of the heating tube (11). The outer circumference of the heating tube (11) is closely engaged with the liquid guiding member (12). The heating tube (11) is a conductive metal, and two ends of the heating tube (11) are both electrically conductive. Two ends of the heating core assembly (10) are respectively connected to positive and negative electrodes of a power supply by means of a pin (231) and a connecting rod (26). The pin (231) and the connecting rod (26) extend to an inner side of the heating tube (11) so as to supply electricity to the heating tube (11).

9. 发明申请

US20210041548A1 MOTION DETECTION AND CLASSIFICATION USING AMBIENT WIRELESS SIGNALS 有权
公开(公告)号：US20210041548A1
公开(公告)日：2021-02-11
申请号：US16988204
申请日：2020-08-07
申请人： Biao Chen , Yang Liu , Tiexing Wang
发明人： Biao Chen , Yang Liu , Tiexing Wang
IPC分类号： G01S13/00 , G01S13/56 , G01S7/41
摘要： A system for using radio frequency (RF) communication signals to extract situational awareness information thorough deep learning. Pre-processing is performed to maximally preserve discriminating features in spatial, temporal and frequency domains. A specially designed neural network architecture is used for handling complex RF signals and extracting spatial, temporal and frequency domain information. Data collection and training is used so that the learning system desensitizes from features orthogonal to the underlying classification problem.

10. 发明申请

US20200082560A1 ESTIMATING TWO-DIMENSIONAL OBJECT BOUNDING BOX INFORMATION BASED ON BIRD'S-EYE VIEW POINT CLOUD 审中-公开
公开(公告)号：US20200082560A1
公开(公告)日：2020-03-12
申请号：US16380273
申请日：2019-04-10
申请人： Ehsan Nezhadarya , Yang Liu , Bingbing Liu
发明人： Ehsan Nezhadarya , Yang Liu , Bingbing Liu
IPC分类号： G06T7/73 , G06T17/10 , G06T15/20 , G06N3/08
摘要： Upon receiving a set of two-dimensional data points representing an object in an environment, a bounding box estimator estimates a bounding box vector representative of a two-dimensional version of the object that is represented by the two-dimensional data points.

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