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Master's Thesis: Advanced AI Accelerators
Huawei Sweden R&D
Source: Headcount Labs · original listing ↗
Job data: Headcount Labs, ODbL 1.0. Job descriptions belong to their employers.
Posted 9 days ago
About this role
About Huawei Sweden R&D Founded in 1987, Huawei Technologies has grown into a global leader in telecommunications and network solutions, with innovation at the core of everything we do. Huawei established its first overseas R&D office in Sweden in 2000, and since then, we’ve expanded rapidly. Today, our R&D engineers are pushing boundaries in Stockholm, Gothenburg, and Lund, working on groundbreaking 6G wireless systems that shape tomorrow’s technology. Join us on our journey to develop the future of tech and be a part of a team that thrives on innovation, works hard to solve the industry’s biggest challenges, and collaborates with top engineers worldwide. If you’re ready to contribute to world-changing advancements, we want you on board! About the Project: Power and Thermal Analysis of Emerging Memory Technologies in 3D-Integrated AI Accelerators AI accelerators face two major challenges: the memory wall and the thermal wall. While 3D integration offers a promising solution to the memory wall, it can exacerbate thermal challenges. This project aims to develop a simulation framework for evaluating the power and thermal characteristics of 3D-integrated computing systems employing conventional and emerging memory technologies, such as advanced SRAM and MRAM. The work involves integrating architectural simulators, such as gem5, with power estimation models and thermal simulation tools, such as HotSpot. The developed framework will be used to investigate the impact of memory technologies, reinforcement based task scheduling and workload characteristics on power consumption, performance, and temperature distribution of the AI SoC. Timeline Given our current project schedules, we are looking for master’s students available to start in spring 2027. Qualifications & Skills • Background : Background in Computer Engineering, Electrical Engineering and basic knowledge of computer architecture and programming (Python/C++). • Communication : Strong command of English, both spoken and written. • Team & Independence : Capable of working effectively both in teams and independently. • Commitment to Quality : High attention to detail and dedication to producing high-quality work. • Desirable Experience : Familiarity with simulation tools (gem5, HotSpot, McPAT). Knowledge of memory technologies and 3D integration. Are you ready to apply your skills in a real-world setting and help us lead the charge in tech innovation? Join Huawei Sweden R&D, and let’s make tech history together! Department Baseband Lab Location Stockholm About Huawei Sweden R&D Founded in 1987, Huawei Technologies is one of the fastest growing telecommunications and network solutions providers in the world. In 2000, Huawei established the first overseas R&D office in Sweden. Huawei Technology Sweden is continuously growing and with 300+ R&D engineers located in Stockholm, Gothenburg and Lund we are trailblazing the path to future 5G and beyond with focus on standardization, research and pre-development.