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21. 发明授权

US10084612B2 Remote control with muscle sensor and alerting sensor 有权
公开(公告)号：US10084612B2
公开(公告)日：2018-09-25
申请号：US15286528
申请日：2016-10-05
申请人： International Business Machines Corporation
发明人： Jui-Hsin Lai , Lifeng Nai , Toyotaro Suzumura , Yinglong Xia
IPC分类号： H04L12/28 , G06F3/01 , H04L29/08
CPC分类号： H04L12/282 , G06F3/011 , G06F3/015 , G06F3/017 , G06F3/0482 , H04L12/4625 , H04L67/10 , H04L2012/285
摘要： A remote control system detects a directional signal at an alerting sensor package; activates an appliance to accept a control signal in response to the directional signal; accepts the control signal at the appliance from a muscle sensor package; and adjusts operation of the appliance in response to the control signal.

22. 发明申请

US20180077536A1 TRACE/TRAJECTORY RECONSTRUCTION VIA WEARABLE AND/OR MOBILE SENSORS FOR INDOOR/OUTDOOR LOCATION 审中-公开
公开(公告)号：US20180077536A1
公开(公告)日：2018-03-15
申请号：US15263314
申请日：2016-09-12
申请人： International Business Machines Corporation
发明人： Jui-Hsin Lai , Lifeng Nai , Toyotaro Suzumura , Yinglong Xia
IPC分类号： H04W4/04 , H04W4/00
CPC分类号： H04W4/043 , H04W4/029 , H04W4/38 , H04W4/40 , H04W4/70 , H04W4/80
摘要： At a mobile electronic device, first sensor data is obtained from at least one wearable muscle sensor, suggesting that location tracking will imminently be desirable. A first indication that an external locator signal is not usable is also obtained. Responsive to the first sensor data and the indication, second sensor data, from at least one wearable muscle sensor, indicative of motion of a subject wearing the at least one muscle sensor, is recorded. A second indication that the external locator signal is now usable is obtained. Responsive to the second indication, the external locator signal is used to determine a current location of the mobile electronic device; and the second sensor data is sued to backtrack from the current location of the mobile electronic device to indicate a location of the mobile electronic device at a time when the recording of the second sensor data was initiated.

23. 发明申请

US20180025031A1 GRAPH-BASED ONLINE IMAGE QUERIES 审中-公开
公开(公告)号：US20180025031A1
公开(公告)日：2018-01-25
申请号：US15215864
申请日：2016-07-21
申请人： International Business Machines Corporation
发明人： Jui-Hsin Lai , Ching- Yung Lin , Lifeng Nai , Yinglong Xia
IPC分类号： G06F17/30
CPC分类号： G06F16/51 , G06F16/58 , G06F16/583
摘要： A query image is obtained. In a database including a plurality of reference image graphs, at least one of the reference image graphs, with feature vectors similar to the query image, is identified. Image querying is carried out by graph traversal on the at least one of the reference image graphs with the feature vectors similar to the query image. An image from the at least one of the reference image graphs having a highest matching score in the graph traversal is returned as a response to the query image. techniques for building the database are also disclosed.

24. 发明申请

US20170344485A1 HETEROGENEOUS RUNAHEAD CORE FOR DATA ANALYTICS 审中-公开
公开(公告)号：US20170344485A1
公开(公告)日：2017-11-30
申请号：US15164551
申请日：2016-05-25
申请人： International Business Machines Corporation
发明人： Chia-Yu Chen , Jungwook Choi , Shu-Jen Han , Yinglong Xia
IPC分类号： G06F12/0875 , G06F9/30
摘要： Techniques that facilitate heterogeneous runahead processing for a processor core are provided. In one example, a first core performs a first execution of a first sequence of instructions, where the first core is communicatively coupled to a first cache memory. A second core performs a second execution of at least a portion of the first sequence of instructions and a first determination that data associated with the first sequence of instructions fails to be stored in the first cache memory, where the first determination is performed concurrent with the first execution, and the first core executes a second sequence of instructions based on a second determination that the second core is performing the second execution of at least a portion of the first sequence of instructions.

25. 发明申请

US20160210263A1 SCHEDULING AND EXECUTION OF DAG-STRUCTURED COMPUTATION ON RDMA-CONNECTED CLUSTERS 有权
公开(公告)号：US20160210263A1
公开(公告)日：2016-07-21
申请号：US15081641
申请日：2016-03-25
申请人： International Business Machines Corporation
发明人： Xavier Rene Guerin , Yinglong Xia
IPC分类号： G06F15/173 , H04L29/08
CPC分类号： G06F15/17331 , G06F15/167 , G06F17/30424 , G06F17/30917 , G06F17/30949 , G06F17/30958 , H04L67/1097 , H04L67/16 , H04L67/2842
摘要： A server and/or a client stores a metadata hash map that includes one or more entries associated with keys for data records stored in a cache on a server, wherein the data records comprise a directed acyclic graph (DAG), and the directed acyclic graph is comprised of a collection of one or more nodes connected by one or more edges, each of the nodes representing one or more tasks ordered into a sequence, and each of the edges representing one or more constraints on the nodes connected by the edges. Each of the entries stores metadata for a corresponding data record, wherein the metadata comprises a server-side remote pointer that references the corresponding data record stored in the cache. A selected data record is accessed using a provided key by: (1) identifying potentially matching entries in the metadata hash map using the provided key; (2) accessing data records stored in the cache using the server-side remote pointers from the potentially matching entries; and (3) determining whether the accessed data records match the selected data record using the provided key.

26. 发明申请

US20150286819A1 INSIDER THREAT PREDICTION 有权
标题翻译：内部威胁预测
公开(公告)号：US20150286819A1
公开(公告)日：2015-10-08
申请号：US14246816
申请日：2014-04-07
申请人： International Business Machines Corporation
发明人： Anni R. Coden , Ching-Yung Lin , Wan-Yi Lin , Yinglong Xia
IPC分类号： G06F21/55
CPC分类号： G06Q10/0635 , G06F21/552 , G06F21/554 , H04L63/1425
摘要： A method for predicting insider threat includes mining electronic data of an organization corresponding to activity of an entity, determining features of the electronic data corresponding to the activity of the entity, classifying the features corresponding to the activity of the entity, determining sequences of classified features matching one or more patterns of insider threat, scoring the entity according to matches of the classified features to the one or more patterns of insider threat, and predicting an insider threat corresponding to the entity according to the score.
摘要翻译：用于预测内部威胁的方法包括对与实体的活动相对应的组织的电子数据挖掘，确定与实体的活动相对应的电子数据的特征，对与实体的活动相对应的特征进行分类，确定分类特征的序列匹配一个或多个内部威胁模式，根据分类特征的匹配对一个或多个内部威胁模式进行评分，并根据分数预测与实体相对应的内部威胁。

27. 发明申请

US20150088791A1 GENERATING DATA FROM IMBALANCED TRAINING DATA SETS 有权
标题翻译：从不平等的培训数据集生成数据
公开(公告)号：US20150088791A1
公开(公告)日：2015-03-26
申请号：US14034797
申请日：2013-09-24
申请人： International Business Machines Corporation
发明人： Ching-Yung Lin , Wan-Yi Lin , Yinglong Xia
IPC分类号： G06N99/00
CPC分类号： G06N99/005 , G06F17/50
摘要： Injecting generated data samples into a minority data class of an imbalanced training data set is provided. In response to receiving an input to balance the imbalanced training data set that includes a majority data class and the minority data class, a set of data samples is generated for the minority data class. A distance is calculated from each data sample in the set of generated data samples to a center of a kernel that includes a set of data samples of the majority data class. Each data sample in the set of generated data samples is stored within a corresponding distance score bucket based on the calculated distance of a data sample. Generated data samples are selected from a number of highest ranking distance score buckets. The generated data samples selected from the number of highest ranking distance score buckets are injected into the minority data class.
摘要翻译：提供了将生成的数据样本注入到不平衡训练数据集的少数数据类中。响应于接收到输入以平衡包括多数数据类别和少数数据类别的不平衡训练数据集，为少数数据类生成一组数据样本。将生成的数据样本集中的每个数据样本的距离计算到包含大多数数据类别的一组数据样本的内核中心。所生成的数据样本组中的每个数据样本基于所计算的数据样本的距离被存储在相应的距离分数桶内。从多个最高排名的距离得分桶中选择生成的数据样本。将从最高排名距离得分桶数中选出的生成数据样本注入到少数数据类中。

28. 发明授权

US10956499B2 Efficient property graph storage for streaming/multi-versioning graphs 有权
公开(公告)号：US10956499B2
公开(公告)日：2021-03-23
申请号：US15264570
申请日：2016-09-13
申请人： International Business Machines Corporation
发明人： Ching-Yung Lin , Yanbin Liu , Lifeng Nai , Wei Tan , Ilie G. Tanase , Yinglong Xia
IPC分类号： G06F16/28 , G06F16/901
摘要： A data storage and retrieval system for a computer memory includes a stream graph engine extracting graph data from streaming data, the graph data occupying a sliding window and comprising a plurality of slices representing a set of contiguous graphs, and where each slice of the plurality of slices corresponds to a given graph structure and its properties at a particular time, the stream graph engine causing the computer memory to store an on-disk portion of the graph data including a key table, a timestamp table and a plurality of property files, wherein the key table comprises a plurality of pointers to corresponding entries of the timestamp table, wherein each of the entries of the timestamp table comprise a corresponding timestamp and a pointer to the properties files, wherein the properties files comprise properties of a corresponding graph of the set of contiguous graphs, an in-memory portion of the graph data having a cache data structure storing a subset of the key table, and a versioning control module storing evolving changes in the graph data in the computer memory.

29. 发明授权

US10785052B2 Remote control with muscle sensor and alerting sensor 有权
公开(公告)号：US10785052B2
公开(公告)日：2020-09-22
申请号：US16138915
申请日：2018-09-21
申请人： International Business Machines Corporation
发明人： Jui-Hsin Lai , Lifeng Nai , Toyotaro Suzumura , Yinglong Xia
IPC分类号： H04L12/28 , G06F3/01 , H04L29/08 , H04L12/46 , G06F3/0482
摘要： A remote control system detects a directional signal at an alerting sensor package; activates an appliance to accept a control signal in response to the directional signal; accepts the control signal at the appliance from a muscle sensor package; and adjusts operation of the appliance in response to the control signal.

30. 发明申请

US20190102457A1 DIFFERENTIAL PROCESSING MECHANISM FOR SPARK-BASED GRAPH COMPUTING BACKGROUND 审中-公开
公开(公告)号：US20190102457A1
公开(公告)日：2019-04-04
申请号：US15722115
申请日：2017-10-02
申请人： International Business Machines Corporation
发明人： Jui-Hsin Lai , Lifeng Nail , Toyotaro Suzumura , Yinglong Xia
IPC分类号： G06F17/30
摘要： A Resilient Distributed Dataset (RDD) processing method, system, and computer program product include sending a different portion including a global identifier and different values of a message from a receiver to a sender and at a receiver side, an already-processed message is extracted from an RDD object repository corresponding to the global identifier of the different portion and the incoming differential portion is applied to the already-processed message

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