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公开(公告)号：US10430438B2
公开(公告)日：2019-10-01
申请号：US14494506
申请日：2014-09-23
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Swaminathan Sivasubramanian
IPC: G06F16/28 , H04L29/06 , G06F16/24 , G06F16/26 , G06F16/185 , G06F16/27 , G06F16/901 , G06F21/62
Abstract: An online analytical processing system may comprise an n-dimensional cube structured using slice-based partitioning in which each slice comprises one or more hierarchies of data points. A region of a hierarchy may be classified according to computational demands associated with the region. A scaling or replication mechanism may be applied to the region based on the computational demands associated with that region.
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公开(公告)号：US09824133B1
公开(公告)日：2017-11-21
申请号：US14494473
申请日：2014-09-23
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Swaminathan Sivasubramanian
CPC classification number: G06F17/30592
Abstract: A multi-tenant system for providing hosted analytic services may be dynamically configured in response to a request from a user. A request for analytic services may comprise an indication of at least one data source to be incorporated into an n-dimensional cube. A data source connector and transformation pipeline may transform data received from the data source to a format compatible with a dimension and hierarchy model of the n-dimensional cube.
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公开(公告)号：US10812551B1
公开(公告)日：2020-10-20
申请号：US15862422
申请日：2018-01-04
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Swaminathan Sivasubramanian , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Amol Devgan , Mukul Vijay Karnik
Abstract: A hosted analytics system may be integrated with transactional data systems and additional data sources such real-time systems and log files. A data processing pipeline may transform data on arrival for incorporation into an n-dimensional cube. Correlation between patterns of events in transactional data may be identified. Upon arrival, new data may be transformed and incorporated into the n-dimensional cube. Similarity between the new data and a previously identified correlation may be determined and flagged.
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公开(公告)号：US09882949B1
公开(公告)日：2018-01-30
申请号：US14503077
申请日：2014-09-30
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Swaminathan Sivasubramanian , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Amol Devgan , Mukul Vijay Karnik
Abstract: A hosted analytics system may be integrated with transactional data systems and additional data sources such real-time systems and log files. A data processing pipeline may transform data on arrival for incorporation into an n-dimensional cube. Correlation between patterns of events in transactional data may be identified. Upon arrival, new data may be transformed and incorporated into the n-dimensional cube. Similarity between the new data and a previously identified correlation may be determined and flagged.
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公开(公告)号：US11868372B1
公开(公告)日：2024-01-09
申请号：US14503235
申请日：2014-09-30
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Swaminathan Sivasubramanian , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Amol Devgan , Mukul Vijay Karnik
IPC: G06F16/28
CPC classification number: G06F16/283
Abstract: A platform for data analytics may be provided in a hosted environment on a multi-tenant system. The platform provider may also provide transactional processing services. Data obtained from processing the transactional services may be stored in an n-dimensional cube with which analytics may be performed. A dimension and hierarchy model may be identified based on correlations between hierarchy dimensions and levels in a dataset, or in schema and queries related to the dataset. Correlations may be further based on data received from a data stream. Priority for calculating a hierarchy may be based on data received from a data stream.
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Patent Agency Ranking
公开(公告)号：US10769175B1
公开(公告)日：2020-09-08
申请号：US14503102
申请日：2014-09-30
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Swaminathan Sivasubramanian , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Amol Devgan , Mukul Vijay Karnik
Abstract: A hosted analytics system may be integrated with transactional data systems and additional data sources such real-time systems and log files. A data processing pipeline may transform data on arrival for incorporation into an n-dimensional cube. Correlation between patterns of events in transactional data may be identified. Upon arrival, new data may be transformed and incorporated into the n-dimensional cube. Similarity between the new data and a previously identified correlation may be determined and flagged.
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公开(公告)号：US09229997B1
公开(公告)日：2016-01-05
申请号：US14494413
申请日：2014-09-23
Applicant: Amazon Technologies, Inc.
Inventor： Srinivasan Sundar Raghavan , Swaminathan Sivasubramanian , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Santosh Kalki
CPC classification number: G06F17/30592 , G06F17/30221 , G06F17/30386 , G06F17/30572 , G06F17/30584 , G06F17/30589 , G06F17/30961 , G06F21/6236 , H04L63/10
Abstract: An analytics module may be embedded into an application developed, published, or used by an entity in addition to the owner of the data under analysis. An access token may be submitted by the analytics module to a provider of hosted services. The access token may correspond to an n-dimensional cube containing data at a level of granularity permitted to the application. The access token may incorporate additional policies controlling access to the corresponding n-dimensional cube.
Abstract translation: 除了被分析数据的所有者之外，分析模块可能嵌入到由实体开发，发布或使用的应用程序中。 访问令牌可能由分析模块提交给托管服务提供商。 访问令牌可以对应于包含以应用程序允许的粒度级别的数据的n维多维数据集。 访问令牌可以包含控制对相应的n维立方体的访问的附加策略。
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公开(公告)号：US20150370881A1
公开(公告)日：2015-12-24
申请号：US14494506
申请日：2014-09-23
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Swaminathan Sivasubramanian
IPC: G06F17/30
CPC classification number: G06F16/283 , G06F16/185 , G06F16/24 , G06F16/26 , G06F16/278 , G06F16/282 , G06F16/9027 , G06F21/6236 , H04L63/10
Abstract: An online analytical processing system may comprise an n-dimensional cube structured using slice-based partitioning in which each slice comprises one or more hierarchies of data points. A region of a hierarchy may be classified according to computational demands associated with the region. A scaling or replication mechanism may be applied to the region based on the computational demands associated with that region.
Abstract translation: 在线分析处理系统可以包括使用基于片段的分区的n维立方体，其中每个切片包括数据点的一个或多个层次。 层次结构的区域可以根据与该区域相关联的计算需求进行分类。 可以基于与该区域相关联的计算需求将缩放或复制机制应用于该区域。
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公开(公告)号：US10776397B2
公开(公告)日：2020-09-15
申请号：US14494524
申请日：2014-09-23
Applicant: Amazon Technologies, Inc.
Inventor： Santosh Kalki , Srinivasan Sundar Raghavan , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Swaminathan Sivasubramanian
IPC: G06F16/28 , H04L29/06 , G06F16/24 , G06F16/26 , G06F16/185 , G06F16/27 , G06F16/901 , G06F21/62
Abstract: An online analytical processing system may comprise an n-dimensional cube partitioned into slices, in which each slice may represent data points at the intersections of fixed and variable dimensions. Computation of data points within a slice may be deferred. A dependency graph may be initially constructed, in which the dependency graph is utilized in a subsequent computation. Calculation of data points may be prioritized based on information indicative of a chance that the data points will be accessed.
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公开(公告)号：US10162876B1
公开(公告)日：2018-12-25
申请号：US14973629
申请日：2015-12-17
Applicant: Amazon Technologies, Inc.
Inventor： Srinivasan Sundar Raghavan , Swaminathan Sivasubramanian , Timothy Andrew Rath , Mukul Vijay Karnik , Amol Devgan , Santosh Kalki
Abstract: An analytics module may be embedded into an application developed, published, or used by an entity in addition to the owner of the data under analysis. An access token may be submitted by the analytics module to a provider of hosted services. The access token may correspond to an n-dimensional cube containing data at a level of granularity permitted to the application. The access token may incorporate additional policies controlling access to the corresponding n-dimensional cube.
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