Learning-based, fine-grain power modeling of system-level hardware IPs

D Lee, A Gerstlauer - ACM Transactions on Design Automation of …, 2018 - dl.acm.org
Accurate power and performance models are needed to enable rapid, early system-level
analysis and optimization. There is, however, a lack of fast yet fine-grain power models of …

Learning-based power modeling of system-level black-box IPs

D Lee, T Kim, K Han, Y Hoskote… - 2015 IEEE/ACM …, 2015 - ieeexplore.ieee.org
Virtual platform prototypes are widely utilized to enable early system-level design space
exploration. Accurate power models for hardware components at high levels of abstraction …

Automatic generation of power state machines through dynamic mining of temporal assertions

A Danese, G Pravadelli… - 2016 Design, Automation & …, 2016 - ieeexplore.ieee.org
Several papers propose approaches based on power state machines (PSMs) for modelling
and simulating the power consumption of system-on-chips (SoCs). However, while they …

CONTREX: Design of embedded mixed-criticality CONTRol systems under consideration of EXtra-functional properties

K Grüttner, R Görgen, S Schreiner, F Herrera… - Microprocessors and …, 2017 - Elsevier
The increasing processing power of today's HW/SW platforms leads to the integration of
more and more functions in a single device. Additional design challenges arise when these …

From low-power to no-power: Adaptive clocking for event-driven systems

G Gläser, B Saft, D Wrana… - 2018 Forum on …, 2018 - ieeexplore.ieee.org
Reduction of power consumption of digital systems is a major concern especially in modern
smart sensor systems. These systems are often only activated on request and their power …

Empowering mixed-criticality system engineers in the dark silicon era: Towards power and temperature analysis of heterogeneous mpsocs at system level

K Grüttner - Model-Implementation Fidelity in Cyber Physical …, 2017 - Springer
With the predicted device, core, and multi-core scaling, a recent study revealed that
regardless of chip organization and topology, multi-core scaling is power limited. It has been …

Data-dependent cycle-accurate power modeling of RTL-level IPs using machine learning

M Srour - 2018 - repositories.lib.utexas.edu
In a chip design project, early design planning has a strong impact on the schedule and the
cost of design. Power estimation is part of early design planning, and it greatly affects design …

[PDF][PDF] Application map** and communication synthesis for object-oriented platform-based design

K Grüttner - 2015 - d-nb.info
Platform-based design of embedded systems on a chip consists of the parallel functional
application specification, configuration of the hardware platform (ie connection of …

[PDF][PDF] Trace-based power state machine modelling

D Lorenz, K Grüttner, V Ortland - Proceedings of the Forum on …, 2014 - researchgate.net
Due to the increasing algorithmic complexity of todays embedded systems, the
consideration of extra-functional properties becomes even more important. Extra-functional …

A timed-value stream based ESL timing and power estimation and simulation framework for heterogeneous MPSoCs

K Grüttner, PA Hartmann, T Fandrey, K Hylla… - International Journal of …, 2020 - Springer
Consideration of an embedded system's timing behavior and power consumption at system-
level is an ambitious task. Sophisticated tools and techniques exist for power and timing …