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 …

Teem: Online thermal-and energy-efficiency management on cpu-gpu mpsocs

S Isuwa, S Dey, AK Singh… - … Design, Automation & …, 2019 - ieeexplore.ieee.org
Heterogeneous Multiprocessor System-on-Chip (MPSoC) are progressively becoming
predominant in most modern mobile devices. These devices are required to perform …

User interaction aware reinforcement learning for power and thermal efficiency of CPU-GPU mobile MPSoCs

S Dey, AK Singh, X Wang… - … Design, Automation & …, 2020 - ieeexplore.ieee.org
Mobile user's usage behaviour changes throughout the day and the desirable Quality of
Service (QoS) could thus change for each session. In this paper, we propose a QoS aware …

CPU-GPU-memory DVFS for power-efficient MPSoC in mobile cyber physical systems

S Dey, S Isuwa, S Saha, AK Singh, K McDonald-Maier - Future Internet, 2022 - mdpi.com
Most modern mobile cyber-physical systems such as smartphones come equipped with
multi-processor systems-on-chip (MPSoCs) with variant computing capacity both to cater to …

Thermal-aware adaptive platform management for heterogeneous embedded systems

S Maity, A Ghose, S Dey, S Biswas - ACM Transactions on Embedded …, 2021 - dl.acm.org
Recent trends in real-time applications have raised the demand for high-throughput
embedded platforms with integrated CPU-GPU based Systems-On-Chip (SoCs). The …

P‐EdgeCoolingMode: an agent‐based performance aware thermal management unit for DVFS enabled heterogeneous MPSoCs

S Dey, AK Singh… - IET Computers & Digital …, 2019 - Wiley Online Library
Thermal cycling, as well as spatial and thermal gradient, affects the lifetime reliability and
performance of heterogeneous Multi‐Processor Systems‐on‐Chips (MPSoCs) …

Performance profiling of embedded convnets under thermal-aware dvfs

V Peluso, RG Rizzo, A Calimera - Electronics, 2019 - mdpi.com
Convolutional Neural Networks (ConvNets) can be shrunk to fit embedded CPUs adopted
on mobile end-nodes, like smartphones or drones. The deployment onto such devices …

Thermal-and cache-aware resource management based on ML-driven cache contention prediction

MB Sikal, H Khdr, M Rapp… - 2022 Design, Automation …, 2022 - ieeexplore.ieee.org
While on-chip many-core systems enable a large number of applications to run in parallel,
the increased overall performance may come at the cost of complicating the performance …

ThermalAttackNet: Are CNNs making it easy to perform temperature side-channel attack in mobile edge devices?

S Dey, AK Singh, K McDonald-Maier - Future Internet, 2021 - mdpi.com
Side-channel attacks remain a challenge to information flow control and security in mobile
edge devices till this date. One such important security flaw could be exploited through …

Deadpool: Performance deadline based frequency pooling and thermal management agent in dvfs enabled mpsocs

S Dey, AK Singh, X Wang… - 2019 6th IEEE …, 2019 - ieeexplore.ieee.org
High operating temperature and frequent thermal cycles in a multi-processor system-on-
chip, which is now popularly utilized in mobile/Edge devices, harm the overall lifespan and …