Amdahl's law in the context of heterogeneous many‐core systems–a survey

MAN Al‐hayanni, F **a, A Rafiev… - IET Computers & …, 2020 - Wiley Online Library
For over 50 years, Amdahl's Law has been the hallmark model for reasoning about
performance bounds for homogeneous parallel computing resources. As heterogeneous …

Algorithmic optimization of thermal and power management for heterogeneous mobile platforms

G Bhat, G Singla, AK Unver… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
State-of-the-art mobile platforms are powered by heterogeneous system-on-chips that
integrate multiple CPU cores, a GPU, and many specialized processors. Competitive …

[КНИГА][B] Green information technology: A sustainable approach

M Dastbaz, C Pattinson, B Akhgar - 2015 - books.google.com
We are living in the era of" Big Data" and the computing power required to deal with" Big
Data" both in terms of its energy consumption and technical complexity is one of the key …

An adaptive thermal management framework for heterogeneous multi-core processors

YG Kim, M Kim, J Kong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Off-the-shelf embedded systems have adopted heterogeneous multi-core processors which
have high-performance big cores and low-power small cores. Though there are two different …

STAFF: Online learning with stabilized adaptive forgetting factor and feature selection algorithm

U Gupta, M Babu, R Ayoub, M Kishinevsky… - Proceedings of the 55th …, 2018 - dl.acm.org
Dynamic resource management techniques rely on power consumption and performance
models to optimize the operating frequency and utilization of processing elements, such as …

Dynamic power budgeting for mobile systems running graphics workloads

U Gupta, R Ayoub, M Kishinevsky… - … on Multi-Scale …, 2017 - ieeexplore.ieee.org
Competitive graphics performance is crucial for the success of state-of-the-art mobile
processors. High graphics performance comes at the cost of higher power consumption …

PROMETHEUS: A proactive method for thermal management of heterogeneous MPSoCs

S Sharifi, D Krishnaswamy… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we propose PROMETHEUS, a framework for proactive temperature aware
scheduling of embedded workloads on single instruction set architecture heterogeneous …

Adaptive performance prediction for integrated GPUs

U Gupta, J Campbell, UY Ogras… - 2016 IEEE/ACM …, 2016 - ieeexplore.ieee.org
Integrated GPUs have become an indispensable component of mobile processors due to
the increasing popularity of graphics applications. The GPU frequency is a key factor both in …

Just enough is more: Achieving sustainable performance in mobile devices under thermal limitations

O Sahin, PT Varghese… - 2015 IEEE/ACM …, 2015 - ieeexplore.ieee.org
With the integration of high-performance multicore processors and multiple accelerators into
modern mobile system-on-chips (SoCs), power densities have grown substantially. As a …

Techniques to achieve energy proportionality in data centers: A survey

M Pore, Z Abbasi, SKS Gupta… - Handbook on data …, 2015 - Springer
A data center is a set of physical and possibly virtual machines along with other components
such as storage, network, cooling, power supplies and management software, that function …