Enabling Scalable and Extensible Memory-Mapped Datastores in Userspace

IEEE Transactions on Parallel and Distributed Systems(2022)

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摘要
Exascale workloads are expected to incorporate data-intensive processing in close coordination with traditional physics simulations. These emerging scientific, data-analytics and machine learning applications need to access a wide variety of datastores in flat files and structured databases. Programmer productivity is greatly enhanced by mapping datastores into the application process's virtual me...
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关键词
Concurrent computing,Kernel,Databases,Optimization,Task analysis,Scalability,Prefetching
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