Impact of data placement on resilience in large-scale object storage systems

P Carns, K Harms, J Jenkins, M Mubarak… - … 32nd Symposium on …, 2016 - ieeexplore.ieee.org
Distributed object storage architectures have become the de facto standard for high-
performance storage in big data, cloud, and HPC computing. Object storage deployments …

Predicting response times for the spotify backend

R Yanggratoke, G Kreitz, M Goldmann… - 2012 8th international …, 2012 - ieeexplore.ieee.org
We model and evaluate the performance of a distributed key-value storage system that is
part of the Spotify backend. Spotify is an on-demand music streaming service, offering low …

A novel black-box simulation model methodology for predicting performance and energy consumption in commodity storage devices

L Prada, J Garcia, A Calderon, JD Garcia… - … Modelling Practice and …, 2013 - Elsevier
Traditional approaches for storage devices simulation have been based on detailed and
analytic models. However, analytic models are difficult to obtain and detailed models require …

Fourier-assisted machine learning of hard disk drive access time models

A Crume, C Maltzahn, L Ward, T Kroeger… - Proceedings of the 8th …, 2013 - dl.acm.org
Predicting access times is a crucial part of predicting hard disk drive performance. Existing
approaches use white-box modeling and require intimate knowledge of the internal layout of …

Saving power in flash and disk hybrid storage system

L Prada, JD Garcia, J Carretero… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
This paper considers the question of saving energy in the disk drive making advantage of
diverse devices in a hybrid storage system employing flash and disk drives. The flash and …

Data-driven performance prediction and resource allocation for cloud services

R Yanggratoke - 2016 - diva-portal.org
Cloud services, which provide online entertainment, enterprise resource management, trip
planning, tax filing, etc., are becoming essential for consumers, businesses, and …

[PDF][PDF] Disk array simulation model development

L Vickovic, S Celar, E Mudnic - International journal of simulation …, 2011 - ijsimm.com
This paper presents a detailed development process of dynamic, discrete event simulation
model for disk array. It combines a hierarchical decomposition with the" bottom up" …

[PDF][PDF] A framework for measuring the performance and power consumption of storage components under typical workload

DJ Lee, M O'Sullivan, C Walker - GSTF Journal on Computing (JoC …, 2014 - dl6.globalstf.org
Although the cost of storage components are reported accurately by the vendors, it is not
clear whether the performance (IOps, MiBps) and power consumption (W) specifications …

Automatic generation of behavioral hard disk drive access time models

A Crume, C Maltzahn, L Ward… - … 30th Symposium on …, 2014 - ieeexplore.ieee.org
Predicting access times is a crucial part of predicting hard disk drive performance. Existing
approaches use white-box modeling and require intimate knowledge of the internal layout of …

[PDF][PDF] Disk drive simulation model development

L Vickovic, S Celar, E Mudnic - DAAAM International Scientific …, 2010 - researchgate.net
This paper presents a detailed development process of discrete event simulation model for a
single disk drive. Model development process was conducted in several subsequent …