Master's Thesis: AI-Driven Heterogeneous Resource Scheduling for 5G/6G Baseband Processing

#### **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, over 400 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**

Next-generation networks demand unprecedented data rates, ultra-low latency, and massive connectivity, introducing big computational challenges at the baseband physical layer. High-complexity workloads like massive MIMO beamforming, channel estimation, and decoding require dynamic, sub-millisecond mapping onto heterogeneous accelerators.

Traditional static or heuristic scheduling struggles to adapt to fluctuating traffic and channel conditions, causing hardware underutilization, missed deadlines, and high power consumption. To circumvent these bottlenecks, a dynamic, intelligent mapping mechanism must be introduced to maximize hardware utilization under strict latency and power constraints.

#### **Timeline**

Given our current project schedules, we are looking for master’s students available to start in spring 2027.

#### **Qualifications & Skills**

**Background**

**Deep learning** , reinforcement learning, **machine learning frameworks** (e.g., TensorFlow, PyTorch), and **AI model optimization** techniques.

**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**

Wireless communication, signal processing, 5G/NR.

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!