TY - GEN
T1 - COMRANCE
T2 - 7th International Green and Sustainable Computing Conference, IGSC 2016
AU - Zhang, Mingzhe
AU - Shi, Yangguang
AU - Zhang, Fa
AU - Liu, Zhiyong
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/4/4
Y1 - 2017/4/4
N2 - As the communication sub-system that connecting various on-chip components, Network-on-Chip (NoC) has a great influence on the performance of multi-/many-core processors. Because of NoC model contains a large number of parameters, the design space exploration (DSE) for NoC is a critical problem for the architects. Similar to the core design, existing DSE process mainly depends on iteratively time-consuming simulations. To lower the time budget, many previous studies focus on reducing the simulations. However, most of the proposed works based on regression or machine learning techniques, whose accuracy will be significantly affected by the scale of training set. It still needs a lot of simulations to build the training set.
AB - As the communication sub-system that connecting various on-chip components, Network-on-Chip (NoC) has a great influence on the performance of multi-/many-core processors. Because of NoC model contains a large number of parameters, the design space exploration (DSE) for NoC is a critical problem for the architects. Similar to the core design, existing DSE process mainly depends on iteratively time-consuming simulations. To lower the time budget, many previous studies focus on reducing the simulations. However, most of the proposed works based on regression or machine learning techniques, whose accuracy will be significantly affected by the scale of training set. It still needs a lot of simulations to build the training set.
UR - http://www.scopus.com/inward/record.url?scp=85018446542&partnerID=8YFLogxK
U2 - 10.1109/IGCC.2016.7892589
DO - 10.1109/IGCC.2016.7892589
M3 - Conference contribution
AN - SCOPUS:85018446542
T3 - 2016 7th International Green and Sustainable Computing Conference, IGSC 2016
BT - 2016 7th International Green and Sustainable Computing Conference, IGSC 2016
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 August 2016 through 9 November 2016
ER -
