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    • 4. 发明授权
    • Risk-modulated proactive data migration for maximizing utility in storage systems
    • 风险调控的主动数据迁移,以最大限度地提高存储系统的效用
    • US07552152B2
    • 2009-06-23
    • US11681971
    • 2007-03-05
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • G06F12/00
    • G06F3/0653G06F3/0605G06F3/0647G06F3/0683Y10S707/99953Y10S707/99955
    • The embodiments of the invention provide a method, computer program product, etc. for risk-modulated proactive data migration for maximizing utility. More specifically, a method of planning data migration for maximizing utility of a storage infrastructure that is running and actively serving at least one application includes selecting a plurality of potential data items for migration and selecting a plurality of potential migration destinations to which the potential data items can be moved. Moreover, the method selects a plurality of potential migration speeds at which the potential data items can be moved and selects a plurality of potential migration times at which the potential data items can be moved to the potential data migration destinations. The selecting of the plurality of potential migration speeds selects a migration speed below a threshold speed, wherein the threshold speed defines a maximum system utility loss permitted.
    • 本发明的实施例提供了一种用于风险调节的主动数据迁移的方法,计算机程序产品等,以最大化效用。 更具体地说,一种规划数据迁移以最大化正在运行并主动地为至少一个应用服务的存储基础设施的效用的方法包括:选择多个潜在数据项以进行迁移并选择多个潜在迁移目的地,潜在数据项 可以移动 此外,该方法选择可移动潜在数据项的多个潜在迁移速度,并选择潜在数据项能够移动到潜在数据迁移目的地的多个潜在迁移时间。 选择多个潜在迁移速度选择低于阈值速度的迁移速度,其中阈值速度定义允许的最大系统效用损失。
    • 6. 发明申请
    • RISK-MODULATED PROACTIVE DATA MIGRATION FOR MAXIMIZING UTILITY IN STORAGE SYSTEMS
    • 用于最大化存储系统中的实用程序的风险调整的主动数据迁移
    • US20080222644A1
    • 2008-09-11
    • US12061764
    • 2008-04-03
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • G06F9/50G06F12/00
    • G06F3/0653G06F3/0605G06F3/0647G06F3/0683Y10S707/99953Y10S707/99955
    • The embodiments of the invention provide a method, computer program product, etc. for risk-modulated proactive data migration for maximizing utility. More specifically, a method of planning data migration for maximizing utility of a storage infrastructure that is running and actively serving at least one application includes selecting a plurality of potential data items for migration and selecting a plurality of potential migration destinations to which the potential data items can be moved. Moreover, the method selects a plurality of potential migration speeds at which the potential data items can be moved and selects a plurality of potential migration times at which the potential data items can be moved to the potential data migration destinations. The selecting of the plurality of potential migration speeds selects a migration speed below a threshold speed, wherein the threshold speed defines a maximum system utility loss permitted.
    • 本发明的实施例提供了一种用于风险调节的主动数据迁移的方法,计算机程序产品等,以最大化效用。 更具体地说,一种规划数据迁移以最大化正在运行并主动地为至少一个应用服务的存储基础设施的效用的方法包括:选择多个潜在数据项以进行迁移并选择多个潜在迁移目的地,潜在数据项 可以移动 此外,该方法选择可移动潜在数据项的多个潜在迁移速度,并选择潜在数据项能够移动到潜在数据迁移目的地的多个潜在迁移时间。 选择多个潜在迁移速度选择低于阈值速度的迁移速度,其中阈值速度定义允许的最大系统效用损失。
    • 8. 发明授权
    • Risk-modulated proactive data migration for maximizing utility in storage systems
    • 风险调控的主动数据迁移,以最大限度地提高存储系统的效用
    • US07752239B2
    • 2010-07-06
    • US12061764
    • 2008-04-03
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • Elizabeth S. RichardsSandeep M. UttamchandaniLi Yin
    • G06F7/00
    • G06F3/0653G06F3/0605G06F3/0647G06F3/0683Y10S707/99953Y10S707/99955
    • The embodiments of the invention provide a method, computer program product, etc. for risk-modulated proactive data migration for maximizing utility. More specifically, a method of planning data migration for maximizing utility of a storage infrastructure that is running and actively serving at least one application includes selecting a plurality of potential data items for migration and selecting a plurality of potential migration destinations to which the potential data items can be moved. Moreover, the method selects a plurality of potential migration speeds at which the potential data items can be moved and selects a plurality of potential migration times at which the potential data items can be moved to the potential data migration destinations. The selecting of the plurality of potential migration speeds selects a migration speed below a threshold speed, wherein the threshold speed defines a maximum system utility loss permitted.
    • 本发明的实施例提供了一种用于风险调节的主动数据迁移的方法,计算机程序产品等,以最大化效用。 更具体地说,一种规划数据迁移以最大化正在运行并主动地为至少一个应用服务的存储基础设施的效用的方法包括:选择多个潜在数据项以进行迁移并选择多个潜在迁移目的地,潜在数据项 可以移动 此外,该方法选择可移动潜在数据项的多个潜在迁移速度,并选择潜在数据项能够移动到潜在数据迁移目的地的多个潜在迁移时间。 选择多个潜在迁移速度选择低于阈值速度的迁移速度,其中阈值速度定义允许的最大系统效用损失。