Dynamic energy and thermal management of multi-core mobile platforms: A survey
Editor's notes: Multicore mobile processors have proliferated due to their efficiency in
meeting the stringent performance requirement within a limited power budget. However …
meeting the stringent performance requirement within a limited power budget. However …
Teem: Online thermal-and energy-efficiency management on cpu-gpu mpsocs
Heterogeneous Multiprocessor System-on-Chip (MPSoC) are progressively becoming
predominant in most modern mobile devices. These devices are required to perform …
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
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 …
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
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 …
multi-processor systems-on-chip (MPSoCs) with variant computing capacity both to cater to …
Thermal-aware adaptive platform management for heterogeneous embedded systems
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 …
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
Thermal cycling, as well as spatial and thermal gradient, affects the lifetime reliability and
performance of heterogeneous Multi‐Processor Systems‐on‐Chips (MPSoCs) …
performance of heterogeneous Multi‐Processor Systems‐on‐Chips (MPSoCs) …
Performance profiling of embedded convnets under thermal-aware dvfs
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 …
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
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 …
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?
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 …
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
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 …
chip, which is now popularly utilized in mobile/Edge devices, harm the overall lifespan and …