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 …

An empirical exploration of black-box performance models for storage systems

L Yin, S Uttamchandani, R Katz - 14th IEEE International …, 2006 - ieeexplore.ieee.org
The effectiveness of automatic storage management depends on the accuracy of the storage
performance models that are used for making resource allocation decisions. Several …

Using black-box modeling techniques for modern disk drives service time simulation

JD Garcia, L Prada, J Fernandez… - … Symposium (anss-41 …, 2008 - ieeexplore.ieee.org
One of the most common techniques to evaluate the performance of a computer I/O
subsystem performance has been found on detailed simulation models including specific …

Towards simple models for energy-performance trade-offs in data centers

BRHM Haverkort, BF Postema - MMB & DFT 2014: International …, 2014 - research.utwente.nl
In this paper we advocate the use of simple stochastic models to analyse the energy-
performance trade-off in data centres. Recently such trade-offs have received increased …

Priori information and sliding window based prediction algorithm for energy-efficient storage systems in cloud

Z Du, W Fan, Y Chai, Y Chen - Simulation Modelling Practice and Theory, 2013 - Elsevier
One of the major challenges in cloud computing and data centers is the energy conservation
and emission reduction. Accurate prediction algorithms are essential for building energy …

[PDF][PDF] A high-level framework for efficient computation of performance: energy trade-offs in Markov population models

A Stefanek - 2013 - Citeseer
Internet scale applications such as search engines and social networks run their services on
large-scale data centres consisting of tens of thousands of servers. These systems have to …

Performance modeling and analysis of flash-based storage devices

HH Huang, S Li, A Szalay… - 2011 IEEE 27th …, 2011 - ieeexplore.ieee.org
Flash-based solid-state drives (SSDs) will become key components in future storage
systems. An accurate performance model will not only help understand the state-of-the-art of …

Black-box performance modeling for solid-state drives

S Li, HH Huang - … on Modeling, Analysis and Simulation of …, 2010 - ieeexplore.ieee.org
Flash-based Solid-State Drives (SSDs) have become a promising alternative to magnetic
Hard Disk Drives (HDDs) thanks to the large improvements in performance, power …

Integrating i/os in cloudsim for performance and energy estimation

H Ouarnoughi, J Boukhobza, F Singhoff… - ACM SIGOPS Operating …, 2017 - dl.acm.org
This article presents an extension of the IaaS Cloud simulator CloudSim. This extension
takes into account the processing of i/o workload generated by virtual machines within a …

SinergyCloud: A simulator for evaluation of energy consumption in data centers and hybrid clouds

DG Lago, RAC da Silva, ERM Madeira… - … Modelling Practice and …, 2021 - Elsevier
One of the significant limitations in the evaluation of hybrid clouds is the difficulty in
validating new solutions by their deployment in real systems since replication of tests on …