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Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up
May/June 2012 (vol. 32 no. 3)
pp. 88-99
ASCII Text
x 
 
Jason Mars, Lingjia Tang, Kevin Skadron, Mary Lou Soffa, Robert Hundt, "Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up," IEEE Micro, vol. 32, no. 3, pp. 88-99, May/June, 2012.
 
 
BibTex
x
 
@article{ 10.1109/MM.2012.22,
author = {Jason Mars and Lingjia Tang and Kevin Skadron and Mary Lou Soffa and Robert Hundt},
title = {Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up},
journal ={IEEE Micro},
volume = {32},
number = {3},
issn = {0272-1732},
year = {2012},
pages = {88-99},
doi = {http://doi.ieeecomputersociety.org/10.1109/MM.2012.22},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - MGZN
JO - IEEE Micro
TI - Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up
IS - 3
SN - 0272-1732
SP88
EP99
EPD - 88-99
A1 - Jason Mars,
A1 - Lingjia Tang,
A1 - Kevin Skadron,
A1 - Mary Lou Soffa,
A1 - Robert Hundt,
PY - 2012
KW - Bubble-Up
KW - warehouse-scale computer
KW - performance degradation
KW - quality of service
VL - 32
JA - IEEE Micro
ER -
 
Jason Mars, University of Virginia
Lingjia Tang, University of Virginia
Kevin Skadron, University of Virginia
Mary Lou Soffa, University of Virginia
Robert Hundt, Google
Precisely predicting performance degradation due to colocating multiple executing applications on a single machine is critical for improving utilization in modern warehouse-scale computers (WSCs). Bubble-Up is the first mechanism for such precise prediction. As opposed to over-provisioning machines, Bubble-Up enables the safe colocation of multiple workloads on a single machine for Web service applications that have quality of service constraints, thus greatly improving machine utilization in modern WSCs.
Index Terms:
Bubble-Up, warehouse-scale computer, performance degradation, quality of service
Citation:
Jason Mars, Lingjia Tang, Kevin Skadron, Mary Lou Soffa, Robert Hundt, "Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up," IEEE Micro, vol. 32, no. 3, pp. 88-99, May-June 2012, doi:10.1109/MM.2012.22
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