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    • 11. 发明授权
    • Process and apparatus for collecting a data structure of a memory dump
into a logical table
    • 用于将存储器转储的数据结构收集到逻辑表中的过程和装置
    • US5999933A
    • 1999-12-07
    • US572759
    • 1995-12-14
    • Abhay Mehta
    • Abhay Mehta
    • G06F11/36G06F17/30
    • G06F11/366G06F11/3636G06F17/30418G06F17/30451
    • A hardware/software system for analyzing memory dumps. The system collects data structures in a memory dump into logical tables, one logical table per selected type of data structure. The logical tables are generated by use of extraction logic for extracting data in data structures in the memory dump. The extraction logic is used in conjunction with a template library that contains data structure definitions for various types of data structures. The extraction logic, together with the template library, make possible populating logical tables with the contents of data structures found in the memory dump. Each row in a logical table is dedicated to one data structure of the selected type. Collecting data structures into logical tables makes available the power of a standard database management system for operating on the logical tables to determine the cause of a crash of a hardware/software system for which the memory dump was taken.
    • 用于分析内存转储的硬件/软件系统。 系统将内存转储中的数据结构收集到逻辑表中,每个选定类型的数据结构有一个逻辑表。 逻辑表是通过使用提取逻辑生成的,用于提取存储器转储中的数据结构中的数据。 提取逻辑与包含各种数据结构的数据结构定义的模板库一起使用。 提取逻辑与模板库一起使得可以在内存转储中找到数据结构的内容来填充逻辑表。 逻辑表中的每一行专用于所选类型的一个数据结构。 将数据结构收集到逻辑表中可以提供标准数据库管理系统的功能,以便对逻辑表进行操作,以确定对其进行内存转储的硬件/软件系统的崩溃的原因。
    • 14. 发明授权
    • Workload manager managing a workload of an enterprise data warehouse
    • Workload Manager管理企业数据仓库的工作负载
    • US08627330B2
    • 2014-01-07
    • US12256361
    • 2008-10-22
    • Abhay MehtaChetan Kumar GuptaUmeahwar Dayal
    • Abhay MehtaChetan Kumar GuptaUmeahwar Dayal
    • G06F13/10
    • G06F9/4881G06F2209/484
    • Described herein is a workload manager for managing a workload in a database that includes: an admission controller operating to divide the workload into a plurality of batches, with each batch having at least one workload process to be performed in the database, and each batch having a memory requirement based on the available memory for processing workloads in the database; a scheduler operating to assign a unique priority to each of the at least one workload process in each of the plurality of batches, the unique priority provides an order in which each workload process is executed in the database; and an execution manager operating to execute the at least one workload process in each of the plurality of batches in accordance with the unique priority assigned to each workload process.
    • 这里描述的是用于管理数据库中的工作负载的工作负载管理器,其包括:准入控制器,用于将工作负载划分成多个批次,每个批次具有要在数据库中执行的至少一个工作负载过程,并且每个批次具有 基于用于处理数据库中的工作负载的可用存储器的存储器需求; 调度器,其操作以向所述多个批次中的每一个中的所述至少一个工作负载过程中的每一个分配唯一优先级,所述唯一优先级提供在所述数据库中执行每个工作负载过程的顺序; 以及执行管理器,其操作以根据分配给每个工作负载进程的唯一优先级来执行所述多个批次中的每一个中的所述至少一个工作负载过程。
    • 16. 发明授权
    • Transformation of directed acyclic graph query plans to linear query plans
    • 将有向非循环图查询计划转换为线性查询计划
    • US08260768B2
    • 2012-09-04
    • US12697093
    • 2010-01-29
    • Song WangChetan Kumar GuptaAbhay Mehta
    • Song WangChetan Kumar GuptaAbhay Mehta
    • G06F17/30G06F7/00
    • G06F17/30
    • Methods, computer-readable storage media and computer systems are provided for transforming a directed acyclic graph (“DAG”) query plan into a linear plan. A DAG query plan may include a first operator and a second operator that are scheduled to be executed in parallel. The DAG query plan may be modified so that the first and second operators are executed in series as an upstream operator and a downstream operator. A data unit output from the upstream operator may be marked to indicate that the data unit has been processed by the upstream operator. The data unit received as input at the downstream operator may be inspected to determine whether the data unit has been marked. Once in linear form, the query plan may be optimized to conserve computing resources.
    • 提供了一种方法,计算机可读存储介质和计算机系统,用于将有向非循环图(“DAG”)查询计划转换为线性计划。 DAG查询计划可以包括被调度为并行执行的第一运算符和第二运算符。 可以修改DAG查询计划,使得第一和第二运算符作为上游运算符和下游运算符串联执行。 可以标记来自上游运营商的数据单元输出,以指示数据单元已被上游运营商处理。 可以检查在下游操作者处接收作为输入的数据单元以确定数据单元是否已被标记。 一旦成为线性形式,查询计划可以被优化以节省计算资源。
    • 18. 发明申请
    • DATA CLASSIFICATION METHOD FOR UNKNOWN CLASSES
    • 未知类别的数据分类方法
    • US20100198758A1
    • 2010-08-05
    • US12364442
    • 2009-02-02
    • Chetan Kumar GuptaAbhay MehtaSong Wang
    • Chetan Kumar GuptaAbhay MehtaSong Wang
    • G06F15/18
    • G06N20/00
    • A system and method for creating a CD Tree for data having unknown classes are provided. Such a method can include dividing training data into a plurality of subsets of node training data at a plurality of nodes arranged in a hierarchical arrangement, wherein the node training data has a range. Furthermore, dividing node training data at each node can include, ordering the node training data, generating a plurality of separation points and a plurality of pairs of bins from the node training data, wherein each pair of bins includes a first bin and a second bin with a separation point being located between the first bin and the second bin, and classifying the node training data into either the first bin or the second bin for each of the separation points, wherein the classifying is based on a data classifier. Validation data can be utilized to calculate the bin accuracy between the node training data bin pairs and the validation data bin pairs for each separation point, and the separation point having a high bin accuracy can be selected as the node separation point.
    • 提供了一种用于为具有未知类的数据创建CD树的系统和方法。 这种方法可以包括将训练数据划分为以分层布置排列的多个节点的节点训练数据的多个子集,其中节点训练数据具有范围。 此外,在每个节点处划分节点训练数据可以包括:从节点训练数据生成节点训练数据,生成多个分离点和多对分组,其中每对分组包括第一分组和第二分组 其中分离点位于第一仓和第二仓之间,并且将节点训练数据分类为用于每个分离点的第一仓或第二仓,其中分类基于数据分类器。 可以使用验证数据来计算节点训练数据箱对与每个分离点的验证数据箱对之间的仓精度,并且可以选择具有高仓精度的分离点作为节点分离点。