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    • 31. 发明申请
    • OPTIMIZATION AND STAGING METHOD AND SYSTEM
    • 优化和分析方法与系统
    • US20110010343A1
    • 2011-01-13
    • US12501604
    • 2009-07-13
    • Kavita ChavdaMickey IqbalSeshashayee Sankarshana MurthySandeep Madhav Uttamchandani
    • Kavita ChavdaMickey IqbalSeshashayee Sankarshana MurthySandeep Madhav Uttamchandani
    • G06F17/30
    • G06F17/30424
    • An optimization method and system. The method includes receiving by a computing system a data footprint associated with data and a human resource model. The data footprint comprises a primary data section, a secondary data section, and an archive data section. A plurality of data storage strategies are associated with the primary data section, said secondary data section, and said archive data section. The plurality of data storage strategies are compared to each other. A data staging orchestrator software module is executed. The computing system determines based on results of executing the data staging orchestrator software module, an optimal migration time, an optimal migration speed, and an optimal migration cost for managing storage for portions of the data. The computing system executes a risk modulation software module and determines a risk associated with the managing.
    • 一种优化方法和系统。 该方法包括由计算系统接收与数据相关联的数据空间和人力资源模型。 数据占用包括主要数据部分,次要数据部分和归档数据部分。 多个数据存储策略与主数据部分,所述次数据部分和所述归档数据部分相关联。 将多个数据存储策略相互比较。 执行数据分段管理软件模块。 计算系统基于执行数据分期管理软件模块的结果,最佳迁移时间,最佳迁移速度以及用于管理部分数据的存储的最佳迁移成本来确定。 计算系统执行风险调整软件模块并确定与管理相关的风险。
    • 32. 发明授权
    • Method, system and program product for estimating transaction response times
    • 用于估计交易响应时间的方法,系统和程序产品
    • US07562065B2
    • 2009-07-14
    • US11111064
    • 2005-04-21
    • Kavita Chavda
    • Kavita Chavda
    • G06F17/30
    • G06F11/3419G06F11/3447G06F11/3452G06F2201/87G06Q40/00Y10S707/99931
    • Under the present invention, components of an enterprise architecture are first identified. This process not only involves hardware, software and topographic identification, but also includes developing and documenting an understanding of the business processes occurring within the enterprise architecture. Based on this analysis, an enterprise architecture profile is developed. Thereafter, transactions that occur within the enterprise architecture are identified, and data related thereto is collected for different geographic regions. In general, a transaction involves a set (e.g., one or more) of steps (e.g., “clicks”) within an application of the enterprise architecture. For each such step, data is collected. Based on the data collection one or more transaction class profiles are developed. Using these profile(s) and the enterprise architecture profile, transaction response time(s) can be estimated.
    • 在本发明中,首先确定企业架构的组件。 该过程不仅涉及硬件,软件和地形识别,还包括开发和记录对企业架构中发生的业务流程的理解。 基于此分析,开发了企业架构概况。 此后,识别在企业架构内发生的事务,并针对不同的地理区域收集与之相关的数据。 通常,交易涉及在企业架构的应用内的一组(例如,一个或多个)步骤(例如,“点击”)。 对于每个这样的步骤,收集数据。 基于数据收集,开发了一个或多个事务类简档。 使用这些配置文件和企业架构配置文件,可以估计事务响应时间。
    • 35. 发明授权
    • Hybrid data backup in a networked computing environment
    • 网络计算环境中的混合数据备份
    • US08775376B2
    • 2014-07-08
    • US13172930
    • 2011-06-30
    • Kavita ChavdaNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • Kavita ChavdaNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • G06F7/00G06F17/00
    • G06F11/1458G06F11/1448G06F11/1464
    • Embodiments of the present invention provide a hybrid (e.g., local and remote) approach for data backup in a networked computing environment (e.g., a cloud computing environment). In a typical embodiment, a set of storage configuration parameters corresponding to a set of data to be backed up is received and stored in a computer data structure. The set of storage configuration parameters can comprise at least one of the following: a recovery time objective (RTO), a recovery point objective (RPO), and a desired type of protection for the set of data. Regardless, the set of data is compared to previously stored data to identify at least one of the following: portions of the set of data that have commonality with the previously stored data; and portions of the set of data that are unique to the set of data (i.e., not in common with any of the previously stored data). The above-described process is referred to herein as “de-duplication”. A storage solution is then determined based on the set of storage configuration parameters. In general, the storage solution identifies at least one local storage resource and at least one remote storage resource (e.g., a cloud storage resource) for backing up the portions of the set of data that are unique to the set of data. Once the storage solution has been determined, the unique portions of the set of data will be stored in accordance therewith.
    • 本发明的实施例提供了一种用于网络计算环境(例如,云计算环境)中的数据备份的混合(例如,本地和远程)方法。 在典型的实施例中,接收一组对应于要备份的数据的存储配置参数并将其存储在计算机数据结构中。 该组存储配置参数可以包括以下中的至少一个:恢复时间目标(RTO),恢复点目标(RPO)以及该组数据的期望类型的保护。 无论如何,将该组数据与先前存储的数据进行比较,以识别以下中的至少一个:与先前存储的数据具有共同性的数据集合中的部分; 以及数据集合中对数据集合唯一的部分(即,与先前存储的任何数据不共同的)。 上述处理在本文中被称为“重复数据删除”。 然后基于存储配置参数的集合来确定存储解决方案。 通常,存储解决方案识别至少一个本地存储资源和至少一个远程存储资源(例如,云存储资源),用于备份该组数据的唯一的数据组的部分。 一旦确定了存储解决方案,则将根据其存储该组数据的唯一部分。
    • 36. 发明申请
    • OPTIMIZATION AND STAGING
    • 优化和分类
    • US20120191661A1
    • 2012-07-26
    • US13433552
    • 2012-03-29
    • Kavita ChavdaMickey IqbalSeshashayee Sankarshana MurthySandeep Madhav Uttamchandani
    • Kavita ChavdaMickey IqbalSeshashayee Sankarshana MurthySandeep Madhav Uttamchandani
    • G06F17/30
    • G06F17/30424
    • An optimization method and system. The method includes receiving by a computing system a data footprint associated with data and a human resource model. The data footprint comprises a primary data section, a secondary data section, and an archive data section. A plurality of data storage strategies are associated with the primary data section, said secondary data section, and said archive data section. The plurality of data storage strategies are compared to each other. A data staging orchestrator software module is executed. The computing system determines based on results of executing the data staging orchestrator software module, an optimal migration time, an optimal migration speed, and an optimal migration cost for managing storage for portions of the data. The computing system executes a risk modulation software module and determines a risk associated with the managing.
    • 一种优化方法和系统。 该方法包括由计算系统接收与数据相关联的数据空间和人力资源模型。 数据占用包括主要数据部分,次要数据部分和归档数据部分。 多个数据存储策略与主数据部分,所述次数据部分和所述归档数据部分相关联。 将多个数据存储策略相互比较。 执行数据分段管理软件模块。 计算系统基于执行数据分期管理软件模块的结果,最佳迁移时间,最佳迁移速度以及用于管理部分数据的存储的最佳迁移成本来确定。 计算系统执行风险调整软件模块并确定与管理相关的风险。
    • 39. 发明申请
    • DATA DE-DUPLICATION IN COMPUTER STORAGE SYSTEMS
    • 计算机存储系统中的数据去重现
    • US20130110793A1
    • 2013-05-02
    • US13286490
    • 2011-11-01
    • Kavita ChavdaEric W. Davis RozierNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • Kavita ChavdaEric W. Davis RozierNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • G06F7/00
    • G06F7/00G06F17/30159
    • Embodiments of the present invention provide an approach that utilizes discrete event simulation to quantitatively analyze the reliability of a modeled de-duplication system in a computer storage environment. In addition, the approach described herein can perform such an analysis on systems having heterogeneous data stored on heterogeneous storage systems in the presence of primary faults and their secondary effects due to de-duplication. In a typical embodiment, data de-duplication parameters and a hardware configuration are received in a computer storage medium. A data de-duplication model is then applied to a set of data and to the data de-duplication parameters, and a hardware reliability model is applied to the hardware configuration. Then a set (at least one) of discrete events is simulated based on the data de-duplication model as applied to the set of data and the data de-duplication parameters, and the hardware reliability model as applied to the hardware configuration. Based on the simulation, a set of data reliability and availability estimations/estimates can be generated (e.g., and outputted/provided).
    • 本发明的实施例提供一种利用离散事件模拟来定量分析计算机存储环境中的建模的重复数据删除系统的可靠性的方法。 另外,本文描述的方法可以在存在主异构存在的异构存储系统上的具有异构数据的系统上进行这种分析,并且由于重复数据删除而产生其次要效应。 在典型的实施例中,在计算机存储介质中接收数据重复数据删除参数和硬件配置。 然后将数据重复数据删除模型应用于一组数据和重复数据删除参数,并将硬件可靠性模型应用于硬件配置。 然后基于应用于数据集和数据重复数据删除参数的数据重复数据删除模型以及应用于硬件配置的硬件可靠性模型来模拟一组(至少一个)离散事件。 基于该仿真,可以生成(例如和输出/提供)一组数据可靠性和可用性估计/估计。
    • 40. 发明申请
    • HYBRID DATA BACKUP IN A NETWORKED COMPUTING ENVIRONMENT
    • 网络计算环境中的混合数据备份
    • US20130006943A1
    • 2013-01-03
    • US13172930
    • 2011-06-30
    • Kavita ChavdaNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • Kavita ChavdaNagapramod S. MandagereSandeep M. UttamchandaniPin Zhou
    • G06F17/30
    • G06F11/1458G06F11/1448G06F11/1464
    • Embodiments of the present invention provide a hybrid (e.g., local and remote) approach for data backup in a networked computing environment (e.g., a cloud computing environment). In a typical embodiment, a set of storage configuration parameters corresponding to a set of data to be backed up is received and stored in a computer data structure. The set of storage configuration parameters can comprise at least one of the following: a recovery time objective (RTO), a recovery point objective (RPO), and a desired type of protection for the set of data. Regardless, the set of data is compared to previously stored data to identify at least one of the following: portions of the set of data that have commonality with the previously stored data; and portions of the set of data that are unique to the set of data (i.e., not in common with any of the previously stored data). The above-described process is referred to herein as “de-duplication”. A storage solution is then determined based on the set of storage configuration parameters. In general, the storage solution identifies at least one local storage resource and at least one remote storage resource (e.g., a cloud storage resource) for backing up the portions of the set of data that are unique to the set of data. Once the storage solution has been determined, the unique portions of the set of data will be stored in accordance therewith.
    • 本发明的实施例提供了一种用于网络计算环境(例如,云计算环境)中的数据备份的混合(例如,本地和远程)方法。 在典型的实施例中,接收一组对应于要备份的数据的存储配置参数并将其存储在计算机数据结构中。 该组存储配置参数可以包括以下中的至少一个:恢复时间目标(RTO),恢复点目标(RPO)以及该组数据的期望类型的保护。 无论如何,将该组数据与先前存储的数据进行比较,以识别以下中的至少一个:与先前存储的数据具有共同性的数据集合中的部分; 以及数据集合中对数据集合唯一的部分(即,与先前存储的任何数据不共同的)。 上述过程在本文中被称为重复数据删除。 然后基于存储配置参数的集合来确定存储解决方案。 通常,存储解决方案识别至少一个本地存储资源和至少一个远程存储资源(例如,云存储资源),用于备份该组数据的唯一的数据组的部分。 一旦确定了存储解决方案,则将根据其存储该组数据的唯一部分。