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» Storage device performance prediction with CART models
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SIGMETRICS
2000
ACM
13 years 9 months ago
Modeling and performance of MEMS-based storage devices
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John Linwood Griffin, Steven W. Schlosser, Gregory...
SDM
2004
SIAM
144views Data Mining» more  SDM 2004»
13 years 6 months ago
RBA: An Integrated Framework for Regression based on Association Rules
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
Aysel Ozgur, Pang-Ning Tan, Vipin Kumar
SIGMETRICS
1998
ACM
187views Hardware» more  SIGMETRICS 1998»
13 years 9 months ago
An Analytic Behavior Model for Disk Drives with Readahead Caches and Request Reordering
Modern disk drives read-ahead data and reorder incoming requests in a workload-dependent fashion. This improves their performance, but makes simple analytical models of them inade...
Elizabeth A. M. Shriver, Arif Merchant, John Wilke...
MSS
2005
IEEE
149views Hardware» more  MSS 2005»
13 years 11 months ago
Communicating Quality of Service Requirements to an Object-Based Storage Device
Obtaining consistent bandwidth with predictable latency from disk-based storage systems has proven difficult due to the storage system’s inability to understand Quality of Serv...
Kevin KleinOsowski, Thomas Ruwart, David J. Lilja
CORR
2008
Springer
91views Education» more  CORR 2008»
13 years 5 months ago
A Logical Model and Data Placement Strategies for MEMS Storage Devices
MEMS storage devices are new non-volatile secondary storages that have outstanding advantages over magnetic disks. MEMS storage devices, however, are much different from magnetic ...
Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim 0002, Il...