Data dependent energy modeling for worst case energy consumption analysis
Safely meeting Worst Case Energy Consumption (WCEC) criteria requires accurate energy
modeling of software. We investigate the impact of instruction operand values upon energy …
modeling of software. We investigate the impact of instruction operand values upon energy …
Automated, retargetable back-annotation for host compiled performance and power modeling
S Chakravarty, Z Zhao… - … Conference on Hardware …, 2013 - ieeexplore.ieee.org
With traditional cycle-accurate or instruction-set simulations of processors often being too
slow, host-compiled or source-level software execution approaches have recently become …
slow, host-compiled or source-level software execution approaches have recently become …
Machine learning-based microarchitecture-level power modeling of CPUs
AKA Kumar, S Al-Salamin, H Amrouch… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy efficiency has emerged as a key concern for modern processor design, especially
when it comes to embedded and mobile devices. It is vital to accurately quantify the power …
when it comes to embedded and mobile devices. It is vital to accurately quantify the power …
[图书][B] Cyber-physical systems: a computational perspective
GM Siddesh, GC Deka, KGI Srinivasa, LM Patnaik - 2015 - books.google.com
This book examines various developments of cyber-physical systems (CPS) that are
impacting our daily lives and sets the stage for future directions in this domain. The book …
impacting our daily lives and sets the stage for future directions in this domain. The book …
Learning-based CPU power modeling
AKA Kumar, A Gerstlauer - 2019 ACM/IEEE 1st Workshop on …, 2019 - ieeexplore.ieee.org
With the end of Dennard scaling, energy efficiency has become an important metric driving
future processor architectures, particularly in the fields of mobile and embedded devices. To …
future processor architectures, particularly in the fields of mobile and embedded devices. To …
Source-level performance, energy, reliability, power and thermal (PERPT) simulation
With ever increasing design complexities, traditional cycle-accurate or instruction-set
simulations are often too slow or too inaccurate for system prototyping in early design …
simulations are often too slow or too inaccurate for system prototyping in early design …
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 …
analysis and optimization. There is, however, a lack of fast yet fine-grain power models of …
Dynamic power and performance back-annotation for fast and accurate functional hardware simulation
Virtual platform prototypes are widely used for early design space exploration at the system
level. There is, however, a lack of accurate and fast power and performance models of …
level. There is, however, a lack of accurate and fast power and performance models of …
Learning-based power modeling of system-level black-box IPs
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 …
exploration. Accurate power models for hardware components at high levels of abstraction …
Techniques to measure, model, and manage power
Society's increasing dependence on information technology has resulted in the deployment
of vast compute resources. The energy costs of operating these resources coupled with …
of vast compute resources. The energy costs of operating these resources coupled with …