公开(公告)号：WO2023003595A1

公开(公告)日：2023-01-26

申请号：PCT/US2022/013319

申请日：2022-01-21

Applicant: SAS INSTITUTE INC.

Inventor： KAKDE, Deovrat Vijay ,  WANG, Haoyu ,  MCGUIRK, Anya Mary

IPC: G06E1/00

Abstract: A computing device (2002) accesses a machine learning model (2050) trained on training data (2032) of first bonding operations (1308, 2040A) (e.g., a ball and/or stitch bond). The first bonding operations comprise operations to bond a first set of wires (1504) to a first set of surfaces (1506, 1508). The machine learning model is trained by supervised learning. The device receives input data (2070) indicating process data (2074) generated from measurements of second bonding operations (2040B). The second bonding operations comprise operations to bond a second set of wires to a second set of surfaces. The device weights the input data according to the machine learning model. The device generates an anomaly predictor (2052) indicating a risk for an anomaly occurrence in the second bonding operations based on weighting the input data according to the machine learning model. The device outputs the anomaly predictor to control the second bonding operations.

公开(公告)号：WO2018148059A1

公开(公告)日：2018-08-16

申请号：PCT/US2018/015919

申请日：2018-01-30

Applicant: SAS INSTITUTE INC.

Inventor： BOWMAN, Brian Payton ,  KEENER, Gordon Lyle ,  KRUEGER, Steven E.

IPC: G06F7/00 ,  G06F17/30

Abstract: An apparatus including a processor to receive search criteria including a data value for a search within a data field; in response to the receipt of the query instructions, and for each data cell within a super cell, perform the specified search by comparing the data value to ranges of values indicated in a corresponding cell index to determine whether the data cell includes a data record meeting the search criteria, and in response to a determination that the data cell includes such a data record, use a unique values index in the cell index to search the data records of the data cell to identify one or more data records meeting the search criteria; and in response to identifying at least one data record meeting the search criteria, provide an indication that at least the data cell includes at least one data record meeting the search criteria.

公开(公告)号：WO2018075400A1

公开(公告)日：2018-04-26

申请号：PCT/US2017/056777

申请日：2017-10-16

Applicant: SAS INSTITUTE INC.

Inventor： LEONARD, Michael James ,  ELSHEIMER, David Bruce

IPC: G06F17/00 ,  G06F17/16 ,  G06F17/18 ,  G06F17/30 ,  G06N99/00

Abstract: Machines can be controlled using advanced control systems. Such control systems may use an automated version of singular spectrum analysis to control a machine. For example, a control system can perform singular spectrum analysis on a time series by: generating a trajectory matrix from the time series, performing singular value decomposition on the trajectory matrix to determine elementary matrices and corresponding eigenvalues, and automatically categorizing the elementary matrices into groups. The elementary matrices can be automatically categorized into the groups by: generating a matrix of w-correlation values based on the eigenvalues, categorizing the w-correlation values into a predefined number of w-correlation sets, and forming the groups based on the predefined number of w-correlation sets. The control system can then determine component time-series based on the groups, and generate a predictive forecast using the component time-series. The control system can use the predictive forecast to control operation of the machine.

Abstract translation:

机器可以使用先进的控制系统进行控制。 这种控制系统可以使用奇异谱分析的自动化版本来控制机器。 例如，控制系统可以通过以下方式对时间序列执行奇异谱分析：从时间序列生成轨迹矩阵，对轨迹矩阵执行奇异值分解以确定基本矩阵和对应的特征值，并将基本矩阵自动分类为组 。 可以通过以下步骤将基本矩阵自动分类：基于特征值生成w-相关值的矩阵，将w-相关值分类为预定义数量的w-相关集合，以及基于预定义数量形成组 w-相关集。 然后，控制系统可以基于组确定组件时间序列，并使用组件时间序列生成预测预测。 控制系统可以使用预测预测来控制机器的操作。

公开(公告)号：WO2017147411A1

公开(公告)日：2017-08-31

申请号：PCT/US2017/019337

申请日：2017-02-24

Applicant: SAS INSTITUTE INC.

Inventor： HARRIS, Bryan C. ,  GOODWIN, Glen R. ,  DYER, Sean Riley ,  BOAKYE, JR., Alexius Kofi Ameyaw ,  SMITH, Christopher Francis ,  TELANG, Pankaj Ramesh ,  HERRICK, Damian Tane

IPC: H04L29/06 ,  G06F15/16 ,  H04L12/26

CPC classification number: G06F15/16 ,  H04L43/026 ,  H04L61/1511 ,  H04L67/322

Abstract: A computing device resolves a prioritized list of Internet protocol (IP) address to domain names. Each request of a plurality of requests is added to a request list using a priority value. A lookup request packet is created from a first request selected from the request list and then removed from the request list. The lookup request packet is sent to a third computing device, and includes an IP address for which to resolve the domain name. A response is received from the third computing device that includes the IP address and the domain name of the IP address. The IP address is added to keystore data in association with the domain name. When the request list includes a next request, the next request is selected from the request list, and processing continues with creating the lookup request packet with the next request.

Abstract translation: 计算设备将网际协议（IP）地址的优先列表解析为域名。 使用优先级值将多个请求中的每个请求添加到请求列表。 查找请求数据包是从请求列表中选择的第一个请求创建的，然后从请求列表中删除。 查找请求包被发送到第三计算设备，并且包括用于解析域名的IP地址。 从第三计算设备接收到包括IP地址和IP地址的域名的响应。 将IP地址添加到与域名关联的密钥库数据中。 当请求列表包括下一个请求时，从请求列表中选择下一个请求，并且继续处理以创建具有下一个请求的查找请求分组。

公开(公告)号：WO2016070096A1

公开(公告)日：2016-05-06

申请号：PCT/US2015/058403

申请日：2015-10-30

Applicant: SAS INSTITUTE INC.

Inventor： DIEV, Vesselin ,  DUKE, Brian Lee

IPC: G06N5/04

CPC classification number: G06N3/0481 ,  G06N3/02 ,  G06N3/08 ,  G06N5/045 ,  H04L67/10

Abstract: A computer system computes a score for a received data exchange and, in accordance with a neural network and input variables determined by received current exchange and history data, the computed score indicates a condition suitable for a denial. A set of attribution scores are computed using an Alternating Decision Tree model in response to a computed score that is greater than a predetermined score threshold value for the denial. The computed score is provided to an assessment unit and, if the computed score indicates a condition suitable for the denial and if attribution scores are computed, then a predetermined number of input variable categories from a rank-ordered list of input variable categories is also provided to the assessment unit of the computer system.

Abstract translation: 计算机系统计算接收到的数据交换的分数，并且根据由所接收的当前交换和历史数据确定的神经网络和输入变量，所计算的分数表示适合拒绝的条件。 使用交替决策树模型响应于大于拒绝的预定分数阈值的计算得分计算一组归因分数。 将计算得分提供给评估单元，并且如果所计算的分数指示适合拒绝的条件并且如果归因分数被计算，则还提供来自输入变量类别的排序列表的预定数量的输入变量类别 到计算机系统的评估单位。

公开(公告)号：WO2012067890A1

公开(公告)日：2012-05-24

申请号：PCT/US2011/059700

申请日：2011-11-08

Applicant: SAS INSTITUTE INC. ,  SCHABENBERGER, Oliver ,  KRUEGER, Steve

Inventor： SCHABENBERGER, Oliver ,  KRUEGER, Steve

IPC: G06F17/30

CPC classification number: G06F17/30575

Abstract: Systems and methods are provided for a grid computing system that performs analytical calculations on data stored in a distributed database system. A grid-enabled software component at a control node is configured to invoke database management software (DBMS) at the control node to cause the DBMS at a plurality of the worker nodes to make available data to the grid- enabled software component local to its node; instruct the grid-enabled software components at the plurality of worker nodes to perform an analytical calculation on the received data and to send the results of the data analysis to the grid-enabled software component at the control node; and assemble the results of the data analysis performed by the grid-enabled software components at the plurality of worker nodes.

Abstract translation: 为网格计算系统提供系统和方法，对分布式数据库系统中存储的数据执行分析计算。 控制节点处的启用网格的软件组件被配置为在控制节点处调用数据库管理软件（DBMS）以使得多个工作节点处的DBMS将可用数据提供给其节点本地的启用网格的软件组件 ; 指示多个工作节点处的启用网格的软件组件对接收到的数据执行分析计算，并将数据分析结果发送到控制节点处的启用网格的软件组件; 并且组合由多个工作节点上的网格启用的软件组件执行的数据分析的结果。

公开(公告)号：WO2011100557A1

公开(公告)日：2011-08-18

申请号：PCT/US2011/024540

申请日：2011-02-11

Applicant: SAS INSTITUTE INC. ,  GOODNIGHT, James, Howard ,  KRUEGER, Steve ,  SCHABENBERGER, Oliver ,  BAILEY, Christopher, D.

Inventor： GOODNIGHT, James, Howard ,  KRUEGER, Steve ,  SCHABENBERGER, Oliver ,  BAILEY, Christopher, D.

IPC: G06F9/50

CPC classification number: G06Q10/0635 ,  G06F9/5072 ,  G06F17/16

Abstract: Systems and methods are provided for generating multiple system state projections for one or more scenarios using a grid computing environment. A central coordinator software component executes on a root data processor and provides commands and data to a plurality of node coordinator software components. A node coordinator software component manages threads which execute on its associated node data processor and which perform a set of matrix operations. Stochastic simulations use results of the matrix operations to generate multiple state projections. Additional processing can be performed by the grid computing environment based upon the generated state projections, such as to develop risk information for users.

Abstract translation: 提供了系统和方法，用于使用网格计算环境为一个或多个场景生成多个系统状态预测。 中央协调器软件组件在根数据处理器上执行，并向多个节点协调器软件组件提供命令和数据。 节点协调器软件组件管理在其相关联的节点数据处理器上执行并执行一组矩阵运算的线程。 随机模拟使用矩阵运算的结果来生成多个状态投影。 基于生成的状态预测，可以由网格计算环境进行附加处理，例如开发用户的风险信息。

公开(公告)号：WO1997030544A2

公开(公告)日：1997-08-21

申请号：PCT/US1997002953

申请日：1997-02-20

Applicant: SAS INSTITUTE, INC.

Inventor： SAS INSTITUTE, INC. ,  TOEBES, John, A., VIII ,  WALKER, Douglas, J.

IPC: H04N00/00

CPC classification number: H04N21/234318 ,  G11B27/024 ,  G11B27/034 ,  G11B27/105 ,  G11B27/28 ,  G11B27/329 ,  G11B27/34 ,  G11B2220/90 ,  H04N5/262 ,  H04N5/783 ,  H04N9/8042 ,  H04N19/176 ,  H04N19/577 ,  H04N21/47205

Abstract: Disclosed is a method and apparatus for frame-transition effects, frame-specific access and reverse play in digitally compressed motion video, such video complying with the MPEG-1 standard. Transitions between two frames of video are effectuated by selecting a FROM frame and a TO frame, generating a stream of bidirectionally dependent duplicator frames which vary in their motion vector references to the FROM frame and the TO frame according to a predefined pattern, placing the FROM frame in the past buffer of a decoder, placing the TO frame in the future frame of a decoder, feeding the stream of duplicator frames to the decoder, causing the duplicator frames to be displayed, and beginning normal playback of the video stream containing the TO frame at the TO frame position. Frame-specific access is accomplished by determining the location of the target frame, determining the type of the target frame, identifying the reference frames to which the target frame directly and indirectly refers, parsing the reference frames with a decoder while the decorder's video display is suppressed, enabling the video display, and beginning normal decoder playback at the target frame location in said video bitstream. Reverse play is accomplished by employing this process for successive target frames where each target frame chosen immediately precedes the previous target frame in display order.

Abstract translation: 本发明公开了一种符合MPEG-1标准的数字压缩运动视频中的帧转换效果，帧特定接入和反向播放的方法和装置。 通过选择一个FROM帧和一个TO帧来实现两帧视频之间的转换，产生一个双向相关复制器帧的流，它们根据预定义的模式将它们的运动矢量引用变化到FROM帧和TO帧，将FROM 在解码器的过去缓冲器中将TO帧放置在解码器的将来的帧中，将复制器帧的流馈送到解码器，导致复制器帧被显示，并开始包含TO的视频流的正常回放 帧在TO帧位置。 通过确定目标帧的位置，确定目标帧的类型，识别目标帧直接和间接参考的参考帧，解码参考帧，解码器的视频显示为 抑制，启用视频显示，并且在所述视频比特流中的目标帧位置开始正常解码器重放。 通过对连续目标帧采用该过程来完成反向播放，其中每个目标帧以显示顺序紧接在先前的目标帧之前。

公开(公告)号：WO2022198474A1

公开(公告)日：2022-09-29

申请号：PCT/CN2021/082572

申请日：2021-03-24

Applicant: SAS INSTITUTE INC. ,  CHENG, Xiaozhuo

Inventor： YANG, Xu ,  LI, Xiaolong ,  WILSEY, Biljana Belamaric ,  LIU, Haipeng ,  PETERSON, Jared

IPC: G10L15/32 ,  G10L15/30 ,  G10L15/04 ,  G10L15/16 ,  G10L15/187 ,  G10L15/197

Abstract: An apparatus includes processor (s) to: generate a set of candidate n-grams based on probability distributions from an acoustic model for candidate graphemes of a next word most likely spoken following at least one preceding word spoken within speech audio; provide the set of candidate n-grams to multiple devices; provide, to each node device, an indication of which candidate n-grams are to be searched for within the n-gram corpus by each node device to enable searches for multiple candidate n-grams to be performed, independently and at least partially in parallel, across the node devices; receive, from each node device, an indication of a probability of occurrence of at least one candidate n-gram within the speech audio; based on the received probabilities of occurrence, identify the next word most likely spoken within the speech audio; and add the next word most likely spoken to a transcript of the speech audio.

公开(公告)号：WO2017019794A1

公开(公告)日：2017-02-02

申请号：PCT/US2016/044309

申请日：2016-07-27

Applicant: SAS INSTITUTE INC.

Inventor： BOWMAN, Brian Payton ,  KRUEGER, Steven E. ,  KNIGHT, Richard Todd ,  HO, Chih-Wei

IPC: G06F12/00 ,  G06F17/30 ,  G06N5/02 ,  G06N5/04

CPC classification number: G06N5/04 ,  G06F3/0607 ,  G06F3/0643 ,  G06F3/0644 ,  G06F3/067 ,  G06N5/02

Abstract: An apparatus includes a processor component caused to: retrieve metadata of organization of data within a data set, and map data of organization of data blocks within a data file; receive indications of which node devices are available to perform a processing task with a data set portion; and in response to the data set including partitioned data, compare the quantities of available node devices and of the node devices last involved in storing the data set. In response to a match, for cacti map data map entry: retrieve a hashed identifier for a data sub-block, and a size for each of the data sub-blocks within the corresponding data block; divide the hashed identifier by the quantity of available node devices; compare the modulo value to a designation assigned to each of the available node devices; and provide a pointer to the available node device assigned the matching designation.

Abstract translation: 一种装置包括：处理器组件，用于：检索数据集内的数据组织的元数据，以及映射数据文件内的数据块的组织数据; 接收哪些节点设备可用于使用数据组部分执行处理任务的指示; 并且响应于包括分割数据的数据集，比较存储数据集的最后涉及的可用节点设备和节点设备的数量。 响应于匹配，对于仙人掌映射数据映射条目：检索用于数据子块的散列标识符以及相应数据块内的每个数据子块的大小; 将哈希标识符除以可用节点设备的数量; 将模值与分配给每个可用节点设备的指定进行比较; 并提供指向分配了匹配名称的可用节点设备的指针。