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    • 1. 发明申请
    • Data Statistics in Data Management Systems
    • 数据管理系统中的数据统计
    • US20150149441A1
    • 2015-05-28
    • US14189433
    • 2014-02-25
    • Anisoara NICAAnil K. GOEL
    • Anisoara NICAAnil K. GOEL
    • G06F17/30
    • G06F16/24542
    • A system, computer-implemented method, and a computer-readable storage medium for determining estimations to statistical questions. Data statistics used in evaluating estimations to statistical questions are gathered from multiple sources in a database management system. A statistical question comprising, for example, cardinality estimations is received, wherein the question is posed by different database components, such as query optimizer, or execution engine. Estimation for the statistical question is computed, where the estimation is based on multiple data statistics and without using the data referred to in the question.
    • 一种用于确定对统计问题的估计的系统,计算机实现的方法和计算机可读存储介质。 用于评估统计问题估计的数据统计数据是从数据库管理系统中的多个来源收集的。 接收包括例如基数估计的统计问题,其中该问题由不同的数据库组件(例如查询优化器或执行引擎)构成。 计算统计问题的估计,其中估计基于多个数据统计,而不使用问题中提及的数据。
    • 4. 发明授权
    • Solid state drives as a persistent cache for database systems
    • 固态驱动器作为数据库系统的持久缓存
    • US09442858B2
    • 2016-09-13
    • US13548704
    • 2012-07-13
    • Pedram GhodsniaReza SherkatJohn C. SmirniosPeter BumbulisAnil K. Goel
    • Pedram GhodsniaReza SherkatJohn C. SmirniosPeter BumbulisAnil K. Goel
    • G06F12/00G06F12/08
    • G06F12/0866G06F12/0897G06F2212/225
    • Disclosed herein are systems, methods, and computer readable storage media for a database system using solid state drives as a second level cache. A database system includes random access memory configured to operate as a first level cache, solid state disk drives configured to operate as a persistent second level cache, and hard disk drives configured to operate as disk storage. The database system also includes a cache manager configured to receive a request for a data page and determine whether the data page is in cache or disk storage. If the data page is on disk, or in the second level cache, it is copied to the first level cache. If copying the data page results in an eviction, the evicted data page is copied to the second level cache. At checkpoint, dirty pages stored in the second level cache are flushed in place in the second level cache.
    • 这里公开了用于使用固态驱动器作为第二级高速缓存的数据库系统的系统,方法和计算机可读存储介质。 数据库系统包括配置为作为第一级高速缓存操作的随机存取存储器,被配置为作为持久性第二级高速缓存操作的固态磁盘驱动器和被配置为作为磁盘存储器操作的硬盘驱动器。 数据库系统还包括配置为接收对数据页的请求并确定数据页是处于高速缓存还是磁盘存储中的高速缓存管理器。 如果数据页面位于磁盘或二级缓存中,则将其复制到第一级缓存。 如果复制数据页面导致逐出,则将逐出的数据页复制到第二级缓存。 在检查点,存储在第二级缓存中的脏页被刷新到第二级缓存中。
    • 7. 发明申请
    • Solid State Drives as a Persistent Cache for Database Systems
    • 固态硬盘作为数据库系统的持久缓存
    • US20140019688A1
    • 2014-01-16
    • US13548704
    • 2012-07-13
    • Pedram GHODSNIAReza SHERKATJohn C. SMIRNIOSPeter BUMBULISAnil K. GOEL
    • Pedram GHODSNIAReza SHERKATJohn C. SMIRNIOSPeter BUMBULISAnil K. GOEL
    • G06F12/08
    • G06F12/0866G06F12/0897G06F2212/225
    • Disclosed herein are systems, methods, and computer readable storage media for a database system using solid state drives as a second level cache. A database system includes random access memory configured to operate as a first level cache, solid state disk drives configured to operate as a persistent second level cache, and hard disk drives configured to operate as disk storage. The database system also includes a cache manager configured to receive a request for a data page and determine whether the data page is in cache or disk storage. If the data page is on disk, or in the second level cache, it is copied to the first level cache. If copying the data page results in an eviction, the evicted data page is copied to the second level cache. At checkpoint, dirty pages stored in the second level cache are flushed in place in the second level cache.
    • 这里公开了用于使用固态驱动器作为第二级高速缓存的数据库系统的系统,方法和计算机可读存储介质。 数据库系统包括配置为作为第一级高速缓存操作的随机存取存储器,被配置为作为持久性第二级高速缓存操作的固态磁盘驱动器和被配置为作为磁盘存储器操作的硬盘驱动器。 数据库系统还包括配置为接收对数据页的请求并确定数据页是处于高速缓存还是磁盘存储中的高速缓存管理器。 如果数据页面位于磁盘或二级缓存中,则将其复制到第一级缓存。 如果复制数据页面导致逐出,则将逐出的数据页复制到第二级缓存。 在检查点,存储在第二级缓存中的脏页被刷新到第二级缓存中。