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 …

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 …

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 …

Towards fast profiling of storage devices regarding access sequentiality

FZ Boito, R Kassick, POA Navaux… - Proceedings of the 30th …, 2015 - dl.acm.org
This work presents a tool for storage device profiling named SeRRa. Our tool obtains the
sequential to random throughput ratio for reads and writes of different sizes. Several …

A mathematical hard disk timing model for full system simulation

BS Parsons, VS Pai - … on Performance Analysis of Systems and …, 2013 - ieeexplore.ieee.org
This paper introduces and validates a mathematical hard disk timing model designed for use
in an execution-driven full-system simulator. While very accurate disk simulators and …

A stochastic analysis of hard disk drives

F Cady, Y Zhuang… - International Journal of …, 2011 - Wiley Online Library
We provide a stochastic analysis of hard disk performance, including a closed form solution
for the average access time of a memory request. The model we use covers a wide range of …

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 …

Rigorous modeling of disk performance for real-time applications

S Park, H Shin - International Conference on Real-Time and Embedded …, 2003 - Springer
Performance modeling of magnetic disks allows the prediction of the disk service time which
is useful for on-line decision support for soft real-time applications. In this paper, we propose …

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 …

Radir: Lock-free and wait-free bandwidth allocation models for solid state drives

P Aggarwal, G Yasa, SR Sarangi - 2014 21st International …, 2014 - ieeexplore.ieee.org
Novel applications such as micro-blogging and algorithmic trading typically place a very
high load on the underlying storage system. They are characterized by a stream of very short …