A survey on energy management for mobile and IoT devices

S Pasricha, R Ayoub, M Kishinevsky… - IEEE Design & …, 2020 - ieeexplore.ieee.org
Mobile and IoT devices have proliferated our daily lives. However, these miniaturized
computing systems should be highly energy-efficient due to their ultrasmall form factor …

A survey of prediction and classification techniques in multicore processor systems

C Ababei, MG Moghaddam - IEEE Transactions on Parallel …, 2018 - ieeexplore.ieee.org
In multicore processor systems, being able to accurately predict the future provides new
optimization opportunities, which otherwise could not be exploited. For example, an oracle …

Domain-specific architectures: Research problems and promising approaches

A Krishnakumar, U Ogras, R Marculescu… - ACM Transactions on …, 2023 - dl.acm.org
Process technology-driven performance and energy efficiency improvements have slowed
down as we approach physical design limits. General-purpose manycore architectures …

zTT: Learning-based DVFS with zero thermal throttling for mobile devices

S Kim, K Bin, S Ha, K Lee, S Chong - GetMobile: Mobile Computing and …, 2022 - dl.acm.org
With the advent of mobile processors integrating CPU and GPU, high-performance tasks,
such as deep learning, gaming, and image processing are running on mobile devices. To …

DS3: A system-level domain-specific system-on-chip simulation framework

SE Arda, A Krishnakumar, AA Goksoy… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Heterogeneous systems-on-chip (SoCs) are highly favorable computing platforms due to
their superior performance and energy efficiency potential compared to homogeneous …

Dynamic resource management of heterogeneous mobile platforms via imitation learning

SK Mandal, G Bhat, CA Patil, JR Doppa… - … Transactions on Very …, 2019 - ieeexplore.ieee.org
The complexity of heterogeneous mobile platforms is growing at a rate faster than our ability
to manage them optimally at runtime. For example, state-of-the-art systems-on-chip (SoCs) …

An energy-aware online learning framework for resource management in heterogeneous platforms

SK Mandal, G Bhat, JR Doppa, PP Pande… - ACM Transactions on …, 2020 - dl.acm.org
Mobile platforms must satisfy the contradictory requirements of fast response time and
minimum energy consumption as a function of dynamically changing applications. To …

Fairness-aware energy efficient scheduling on heterogeneous multi-core processors

B Salami, H Noori… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Heterogeneous multi-core processors (HMP) with the same instruction set architecture (ISA)
integrate complex high performance big cores with power efficient small cores on the same …

Machine learning for design space exploration and optimization of manycore systems

RG Kim, JR Doppa, PP Pande - 2018 IEEE/ACM International …, 2018 - ieeexplore.ieee.org
In the emerging data-driven science paradigm, computing systems ranging from IoT and
mobile to manycores and datacenters play distinct roles. These systems need to be …

Dynamic energy and thermal management of multi-core mobile platforms: A survey

AK Singh, S Dey, K McDonald-Maier… - IEEE Design & …, 2020 - ieeexplore.ieee.org
Editor's notes: Multicore mobile processors have proliferated due to their efficiency in
meeting the stringent performance requirement within a limited power budget. However …