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Title: Towards Performance Prediction in Massive Scale Datastores
Authors: Francisco Miguel Cruz
Fábio André Coelho
Rui Carlos Oliveira
Issue Date: 2016
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.
metadata.dc.type: conferenceObject
Appears in Collections:HASLab - Articles in International Conferences

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