- Online learning in Artificial Neural Networks for CMP uncore power ...🔍
- Up by their bootstraps🔍
- Publication in top|tier High Performance Computer Architecture ...🔍
- Jae|Yeon Won🔍
- [PDF] An Energy|aware Online Learning Framework for Resource ...🔍
- An Energy|aware Online Learning Framework for Resource ...🔍
- A review of online learning in supervised neural networks🔍
- Estimation of energy consumption in machine learning🔍
Online learning in Artificial Neural Networks for CMP uncore power ...
Online learning in Artificial Neural Networks for CMP uncore power ...
We propose a novel technique in which a simple Proportional Integral (PI) controller is used as a secondary classifier during ANN training, dynamically pulling ...
Online learning in Artificial Neural Networks for CMP uncore power ...
Up By Their Bootstraps: Online Learning in Artificial Neural Networks for. CMP Uncore Power Management. Jae-Yeon Won, Xi Chen, Paul Gratz and Jiang Hu. Texas ...
Up by their bootstraps: Online learning in Artificial Neural Networks ...
We find, however, there are predictable patterns in uncore utility which point towards the potential of a proactive approach to uncore power management. In this ...
Up by their bootstraps: Online learning in Artificial Neural Networks ...
Up by their bootstraps: Online learning in Artificial Neural Networks for CMP uncore power management. Jae Yeon Won, Xi Chen, Paul Gratz, Jiang Hu, Vassos ...
Chen, Xi - Browsing KTISIS | Ktisis Cyprus University of Technology
1-Jan-2014, Up by their bootstraps: Online learning in Artificial Neural Networks for CMP uncore power management ...
Publication in top-tier High Performance Computer Architecture ...
Hence, the Team utilized artificial intelligence principles to proactively leverage uncore utility pattern prediction via an Artificial Neural Network (ANN).
Up by their bootstraps: Online learning in artificial neural networks for CMP uncore power management. JY Won, X Chen, P Gratz, J Hu, V Soteriou. High ...
Up by their bootstraps: Online learning in Artificial Neural Networks ...
Up by their bootstraps: Online learning in Artificial Neural Networks for CMP uncore power management · Jae-Yeon Won · Xi Chen · Paul Gratz · Jiang Hu · Vassos ...
Up by their bootstraps: Online learning in artificial neural networks for CMP uncore power management. JY Won, X Chen, P Gratz, J Hu, V Soteriou. High ...
Jae-Yeon Won - Google Académico
computer architectureartificial neural network (ANN) ... Up by their bootstraps: Online learning in artificial neural networks for CMP uncore power management.
[PDF] An Energy-aware Online Learning Framework for Resource ...
Up by their bootstraps: Online learning in Artificial Neural Networks for CMP uncore power management ... uncore utility pattern prediction via an Artificial ...
An Energy-aware Online Learning Framework for Resource ...
Up by their bootstraps: Online learning in artificial neural networks for CMP uncore power management. In Proceedings of the 2014 IEEE 20th ...
A review of online learning in supervised neural networks
By referencing the theory of the BP neural network [20] and the online learning strategy [31] , online learning BP neural network algorithm was ...
Scholars - Texas A&M University
Up By Their Bootstraps: Online Learning in Artificial Neural Networks for CMP Uncore Power Management Conference Paper. Publication Date: 2014. TAMU Faculty ...
Agile: A Learning-Enabled Power and Performance-Efficient ...
Soteriou, “Up by their bootstraps: Online learning in artificial neural networks for cmp uncore power man- agement,” in Proc. IEEE Int. Symp. High Perform ...
Estimation of energy consumption in machine learning - ScienceDirect
Here, the developer of the power models extracts characteristics of the application, for example, kernel sizes in a neural network, and relate it to the energy ...
CSci 8980: Machine Learning in Computer Systems - Index of /
Up By Their Bootstraps: Online Learning in Artificial Neural Networks for CMP Uncore Power Management Jae-Yeon Won et al. HPCA 2014; ReLeQ: An Automatic ...
duf: Dynamic uncore frequency scaling to reduce power consumption
Up by their bootstraps: Online learning in Artificial Neural Networks for CMP uncore power management ... uncore utility pattern prediction via an Artificial ...
A survey of machine learning for Network-on-Chips
Soteriou, Up by their bootstraps: online learning in artificial neural networks for cmp uncore power management, in: 2014 IEEE 20th ...
... online learning in artificial neural networks for CMP uncore power management. Proceedings of the International Symposium on High Performance Computer ...