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Keywords
(12)
Hard Real-time System
High Power
High Temperature
Leakage Power
Operating System
Periodic Tasks
Real-time Scheduling
System Design
Temperature Dependence
Thermal Management
Deep Sub Micron
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Leakage Aware Scheduling on Maximum Temperature Minimization for Periodic Hard Real-Time Systems
Leakage Aware Scheduling on Maximum Temperature Minimization for Periodic Hard Real-Time Systems,10.1109/CIT.2010.312,Vivek Chaturvedi,Huang Huang,Gan
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Leakage Aware Scheduling on Maximum Temperature Minimization for Periodic Hard Real-Time Systems
(
Citations: 4
)
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Vivek Chaturvedi
,
Huang Huang
,
Gang Quan
Thermal management
is becoming a critical issue in computing
system design
as the processor power continues to grow exponentially. Since
high power
consumption leads to high temperature, and
high temperature
in turn dramatically increases the
leakage power
consumption, a
thermal management
technique becomes ineffective if this temperature/leakage relation is not properly addressed in the deep sub-micron domain. This paper incorporates the leakage/temperature dependency into
real-time scheduling
analysis and presents a novel
real-time scheduling
method that can reduce the peak temperature when scheduling a hard real-time periodic task set. We formally prove the correctness of the proposed algorithm based on a processor model that can effectively account for the leakage/temperature relationship. The experimental results validate the assumptions of our scheduling method and also demonstrate its effectiveness in terms of feasibility improvement and peak temperature reduction.
Conference:
Conference on Computer and Information Technology - IEEECIT
, pp. 1802-1809, 2010
DOI:
10.1109/CIT.2010.312
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Citation Context
(4)
...Chaturvedi et al. developed [
24
] a socalled “m-oscillating” scheduling method to minimize the peak temperature for a periodic task set...
Vivek Chaturvedi
,
et al.
Leakage conscious DVS scheduling for peak temperature minimization
...Second, on this practical platform we have compared two different speed scheduling techniques, namely m-oscillation schedule [
12
] and a traditional schedule which is optimum in reducing the dynamic energy of the system [32], to validate their effectiveness in reducing the peak temperature of the system...
...Using this practical model Chaturvedi et al. developed [
12
] a socalled “m-oscillating” scheduling method to minimize the peak temperature for a periodic task set...
...Therefore, in this paper, we have compared the m-oscillation schedule [
12
], with a traditional constant speed schedule on a practical simulation platform that uses an industry-standardized benchmark as input...
...In m-oscillation schedule [
12
], we use the similar concept and uses the two neighboring speeds but oscillates the execution of job among the two speed levels in smaller intervals and complete the same workload within the deadline of the task, such that the temperature of the system can be reduced...
Vivek Chaturvedi
,
et al.
Validation of scheduling techniques to reduce peak temperature on an a...
...In contrast, we employ the same principle as implied in the m-oscillating approach [
4
] to sequence tasks and change processor modes within the task execution...
Huang Huang
,
et al.
Throughput maximization for periodic real-time systems under the maxim...
...[2,
6
, 8, 18, 22]) when scheduling a real-time task...
...We further develop a scheduling policy based on the “M-Oscillating” technique [
6
] to minimize the total energy...
...Thus, the leakage power for the processor running in mode k can be effectively estimated as [
6
]...
...The third approach, so-called the M-Oscillating approach [
6
], as illustrated in Figure 1(c), alternates two none-zero speeds (S1 and S2) to execute a task...
...Our scheduling approach is based on the principle of M-Oscillating approach [
6
], which has shown to be effective in controlling peak temperature...
Huang Huang
,
et al.
Leakage aware energy minimization for real-time systems under the maxi...
References
(21)
Speed scaling to manage energy and temperature
(
Citations: 54
)
Nikhil Bansal
,
Tracy Kimbrel
,
Kirk Pruhs
Journal:
Journal of The ACM - JACM
, vol. 54, no. 1, pp. 1-es, 2007
On-line thermal aware dynamic voltage scaling for energy optimization with frequency/temperature dependency consideration
(
Citations: 7
)
Min Bao
,
Alexandru Andrei
,
Petru Eles
,
Zebo Peng
Conference:
Design Automation Conference - DAC
, pp. 490-495, 2009
Temperature-Aware Scheduling and Assignment for Hard Real-Time Applications on MPSoCs
(
Citations: 40
)
Thidapat Chantem
,
Robert P. Dick
,
Xiaobo Sharon Hu
Conference:
Design, Automation, and Test in Europe - DATE
, pp. 288-293, 2008
Online work maximization under a peak temperature constraint
(
Citations: 12
)
Thidapat Chantem
,
Xiaobo Sharon Hu
,
Robert P. Dick
Conference:
International Symposium on Low Power Electronics and Design - ISLPED
, pp. 105-110, 2009
On the Minimization fo the Instantaneous Temperature for Periodic Real-Time Tasks
(
Citations: 20
)
Jian-jia Chen
,
Chia-mei Hung
,
Tei-wei Kuo
Conference:
Real-Time and Embedded Technology and Applications, IEEE Symposium - RTAS
, pp. 236-248, 2007
Sort by:
Citations
(4)
Leakage conscious DVS scheduling for peak temperature minimization
(
Citations: 1
)
Vivek Chaturvedi
,
Gang Quan
Conference:
Asia and South Pacific Design Automation Conference - ASP-DAC
, pp. 135-140, 2011
Validation of scheduling techniques to reduce peak temperature on an architectural level platform set-up
Vivek Chaturvedi
,
Pollawat Thanarungroj
,
Chen Liu
,
Gang Quan
Published in 2011.
Throughput maximization for periodic real-time systems under the maximal temperature constraint
Huang Huang
,
Gang Quan
,
Jeffrey Fan
,
Meikang Qiu
Published in 2011.
Leakage aware energy minimization for real-time systems under the maximum temperature constraint
Huang Huang
,
Gang Quan
Published in 2011.