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|Title:||Towards Performance Prediction in Massive Scale Datastores|
|Authors:||Francisco Miguel Cruz|
Fábio André Coelho
Rui Carlos Oliveira
|Abstract:||Buffer caching mechanisms are paramount to improve the performance of today's massive scale NoSQL databases. In this work, we show that in fact there is a direct and univocal relationship between the resource usage and the cache hit ratio in NoSQL databases. In addition, this relationship can be leveraged to build a mechanism that is able to estimate resource usage of the nodes composing the NoSQL cluster.|
|Appears in Collections:||HASLab - Articles in International Conferences|
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