Lighting the dark silicon by exploiting heterogeneity on future processors

Y Zhang, L Peng, X Fu, Y Hu - Proceedings of the 50th Annual Design …, 2013 - dl.acm.org
As we embrace the deep submicron era, dark silicon caused by the failure of Dennard
scaling impedes us from attaining commensurate performance benefit from the increased …

Enabling energy-efficient and reliable neural network via neuron-level voltage scaling

J Wang, X Fu, X Wang, S Liu, L Gao… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
With the platforms of running deep neural networks (DNNs) move from large-scale data
centers to handheld devices, power emerge as one of the most significant obstacles …

HPPT-NoC: a dark-silicon inspired hierarchical TDM NoC with efficient power-performance trading

S Hesham, D Goehringer… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Networks-on-chip (NoCs) acquired substantial advancements as the typical solution for a
modular, flexible and high performance communication infrastructure coping with the …

Near threshold cloud processors for dark silicon mitigation: the impact on emerging scale-out workloads

J Wang, J Zhang, W Zhang, K Qiu, T Li… - Proceedings of the 12th …, 2015 - dl.acm.org
The breakdown of Dennard scaling has made computing energy limited and therefore
restricts the performance and brings rise to dark silicon. To effectively leverage the …

Heterogeneous Uncore Architectures in Future Chip-Multi Processors

A Asad - rshare.library.torontomu.ca
Uncore components including on-chip memory systems and interconnects consume a
significant portion of overall energy consumption in emerging embedded applications …

[PDF][PDF] Hardware security in the dark

A Carpenter, Y Chen - Power, 2014 - ijsi.cnjournals.com
The increasing transistor count on a single chip provides an unprecedented amount of
resources for chip designers. Unfortunately, the power consumed by each transistor does …

[PDF][PDF] Ultra Energy-Efficient Sub-/Near-Threshold Computing: Platform and Methodology

Z Wenfeng - 2014 - core.ac.uk
The growing demand of low-power systems are driven by the battery-powered or energy-
scavenging applications, where power consumption becomes the prior design concern to …

Dark-Silicon Inspired Energy Efficient Hierarchical TDM NoC

S Hesham, D Goehringer… - 2019 IEEE Computer …, 2019 - ieeexplore.ieee.org
In this paper, we propose a dark-silicon inspired hierarchical Time-Division-Multiplexing
(TDM) network-on-chip (NoC) with online distributed setup-scheme for slots allocation. In …

[图书][B] Exploiting heterogeneity in Chip-Multiprocessor Design

Y Zhang - 2013 - search.proquest.com
In the past decade, semiconductor manufacturers are persistent in building faster and
smaller transistors in order to boost the processor performance as projected by Moore's Law …