Intelligent Power Management & Task Scheduling for Real-Time Embedded Systems | Reinforcement Learning meets DVFS for Maximum Efficiency

MAchine Micro Management UTilities

The usecase code repository based on imx6ul EVK, including QRdecoder(with Zxing library),DVFS,Power_Mode_Switch,etc

Energy is a very noticable topic. Dynaimc Voltage and Frequency Scaling is a technique for CPU and GPU power consumption. Here is a paperlist of DVFS and power consumption.

C bindings to CPUFreq in Linux sysfs

Batsim is a scientific simulator commonly used to evaluate Resource and Job Management System (RJMS) policies. Batsim-py allows using Batsim from Python 3.

DVFS techniques

advanced DVFS technique using linear regression

Performance evaluation and energy consumption of AMD-DVFS processors, 2021.

Extreme GPU Max OPP Lock + Anti Override Engine for Redmi 10A (Helio G25) – No Thermal Conflict

Literacture Review on CPU scheduling (Open Source)

Sacrifice for Power consumption

A Simulation Framework for Cloud Workflow Scheduling Based on CloudSim

Swift 3 and 4 bindings to CPUFreq in Linux sysfs

Analysis and Optimization of DVFS for AVX Workloads

Simulates a cycle conserving rate monotonic SVFS+DVFS scheduling algorithm for RTS.

QUEST: Quantum-inspired Energy-AoI-Aware Task Scheduling in Edge Cloud Continuum

Unlock maximum GPU performance on Redmi 10A by forcing the PowerVR GE8320 to run at its highest frequency with stable runtime controls.