TY - JOUR
T1 - Thermal Safe Power (TSP)
T2 - Efficient power budgeting for heterogeneous manycore systems in dark silicon
AU - Pagani, Santiago
AU - Khdr, Heba
AU - Chen, Jian Jia
AU - Shafique, Muhammad
AU - Li, Minming
AU - Henkel, Jorg
N1 - Publisher Copyright:
© 1968-2012 IEEE.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - Chip manufacturers provide the Thermal Design Power (TDP) for a specific chip. The cooling solution is designed to dissipate this power level. But because TDP is not necessarily the maximum power that can be applied, chips are operated with Dynamic Thermal Management (DTM) techniques. To avoid excessive triggers of DTM, usually, system designers also use TDP as power constraint. However, using a single and constant value as power constraint, e.g., TDP, can result in significant performance losses in homogeneous and heterogeneous manycore systems. Having better power budgeting techniques is a major step towards dealing with the dark silicon problem. This paper presents a new power budget concept, called Thermal Safe Power (TSP), which is an abstraction that provides safe power and power density constraints as a function of the number of simultaneously active cores. Executing cores at any power consumption below TSP ensures that DTM is not triggered. TSP can be computed offline for the worst cases, or online for a particular mapping of cores. TSP can also serve as a fundamental tool for guiding task partitioning and core mapping decisions, specially when core heterogeneity or timing guarantees are involved. Moreover, TSP results in dark silicon estimations which are less pessimistic than estimations using constant power budgets.
AB - Chip manufacturers provide the Thermal Design Power (TDP) for a specific chip. The cooling solution is designed to dissipate this power level. But because TDP is not necessarily the maximum power that can be applied, chips are operated with Dynamic Thermal Management (DTM) techniques. To avoid excessive triggers of DTM, usually, system designers also use TDP as power constraint. However, using a single and constant value as power constraint, e.g., TDP, can result in significant performance losses in homogeneous and heterogeneous manycore systems. Having better power budgeting techniques is a major step towards dealing with the dark silicon problem. This paper presents a new power budget concept, called Thermal Safe Power (TSP), which is an abstraction that provides safe power and power density constraints as a function of the number of simultaneously active cores. Executing cores at any power consumption below TSP ensures that DTM is not triggered. TSP can be computed offline for the worst cases, or online for a particular mapping of cores. TSP can also serve as a fundamental tool for guiding task partitioning and core mapping decisions, specially when core heterogeneity or timing guarantees are involved. Moreover, TSP results in dark silicon estimations which are less pessimistic than estimations using constant power budgets.
KW - dark silicon
KW - heterogeneity
KW - power management
KW - thermal design power (TDP)
KW - Thermal safe power (TSP)
UR - https://www.scopus.com/pages/publications/85006979806
U2 - 10.1109/TC.2016.2564969
DO - 10.1109/TC.2016.2564969
M3 - 文章
AN - SCOPUS:85006979806
SN - 0018-9340
VL - 66
SP - 147
EP - 162
JO - IEEE Transactions on Computers
JF - IEEE Transactions on Computers
IS - 1
M1 - 7466857
ER -