Method for extending life expectancy of disks in cloud-based service system and system using the same
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United States of America Patent
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Apr 2, 2019
Grant Date -
Apr 12, 2018
app pub date -
Oct 7, 2016
filing date -
Oct 7, 2016
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Abstract
A system for extending life expectancy of disks in a cloud-based service system and the system using the method are disclosed. The present invention uses LSTM modeling and the k-means clustering algorithms to find out performance limit and target lifespan for a cluster of disks assigned for a specific workload running over the cloud-based service system. The disks can be predicted to have a minimum lifetime and the requirement of the workload can be satisfied. Meanwhile, the minimum lifetime is the longest life the disk can last.
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