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System For Optimizing Storage Replication In A Distributed Data Analysis System Using Historical Data Access Patterns
System For Optimizing Storage Replication In A Distributed Data Analysis System Using Historical Data Access Patterns
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机译:使用历史数据访问模式在分布式数据分析系统中优化存储复制的系统
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摘要
Historical analysis of query patterns is used to discover relationships between data sets. These relationships are used to make optimal decisions about where to place data in a globally distributed environment in which locality of data is an important factor in providing good query performance. A mixed integer programming model is used to solve a constraint based system which balances the need to have data kept local with other data and the cost of replicating data across a low-bandwidth network.
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