Master Thesis: AI-Guided Power Estimation and RTL Optimization

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Inbyggda system · Mjukvaruutveckling

I korthet

Ericsson in Lund is offering a Master's thesis opportunity for university students to research how AI can assist in reducing RTL power consumption. The project involves analyzing RTL, activity data, and power reports to identify hotspots and propose optimizations, with a focus on front-end and RTL power estimation.

Ansvarsområden

Learn about and help define representative use cases for RTL power estimation.
Establish a baseline power-estimation flow with guidance from the thesis supervisors.
Analyze switching, gate, and memory activity together with power reports.
Explore how AI can identify power hotspots and propose RTL-level optimizations.
Implement and validate selected alternatives through simulation, synthesis, and power estimation.
Compare the results for dynamic power, area, timing, functional correctness, and engineering effort.
Document your methodology, experiments, results, and conclusions clearly.

Krav

Knowledge in digital hardware design, computer architecture, electronics, embedded systems or a related field.
Basic knowledge of Verilog or SystemVerilog; experience from university assignments or personal projects is welcome.
Interest in artificial intelligence, machine learning, or AI-assisted engineering workflows.
Eagerness to learn and explore new concepts.
Ability to analyze data, communicate findings, and document work clearly.
A structured and self-motivated approach to academic project work.

Färdigheter

VerilogSystemVerilogmachine learningartificial intelligence

#RTL optimization#power estimation#artificial intelligence#machine learning#master thesis#Ericsson#Lund

Om Ericsson

Pioneering technology for connecting billions of people worldwide

Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

Se alla lediga jobb hos Ericsson Läs mer om Ericsson Webbplats