Ericsson

Master thesis: Coarse-grained reconfigurable arrays (CGRA)

Ericsson  •  Stockholm, SE (Onsite)  •  6 days ago
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Job Description

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About this opportunity:

Are you curious about what comes after the CPU? This master's thesis explores coarse-grained reconfigurable arrays (CGRAs), a class of processors where the program is not a sequence of instructions, but a computational graph mapped spatially onto a fabric of compute elements. CGRAs promise high-power efficiency and rapid reconfiguration, which makes them a highly interesting candidate both for the real-time signal processing at the heart of tomorrow's cellular networks and for the AI workloads increasingly embedded in them.

The work is carried out within our 6G testbed program, where we build cellular network prototypes for future standards and evaluate alternative compute platforms for real-time, high-performance computation. You will get hands-on access to a pre-commercial CGRA device with accompanying tools and be among the first to find out what this architecture is really like to program, integrate, and run baseband and AI workloads on. Since the technology is new, the exact research question will be shaped together with you once you have first-hand experience with the architecture and its tools.

What you will do:

  • Implement classic baseband kernels and / or AI workloads on the CGRA and verify them against bit-exact reference models
  • Investigate the programming model: how a computational-graph target changes development, debugging, testing, and CI compared to a CPU
  • Investigate the CPU–CGRA boundary: shared memory, pointer passing, and asynchronous offload primitives
  • Characterize the architecture: how DSP and AI kernels map onto the fabric, reconfiguration cost, timing determinism, and power and performance versus a CPU/GPU baseline

The skills you bring:

  • Proficiency in C/C++ for embedded systems and comfort with linear algebra
  • Interest in computer architecture, compilers, or digital hardware; no prior CGRA knowledge is expected
  • Curiosity about signal processing, wireless systems, and machine learning inference; prior experience in these areas is a plus but not required

Why join Ericsson?At Ericsson, you´ll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what´s possible. To build solutions never seen before to some of the world’s toughest problems. You´ll be challenged, but you won’t be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.

What happens once you apply?Click Here to find all you need to know about what our typical hiring process looks like.Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team. Ericsson is proud to be an Equal Opportunity Employer. learn more.

Primary country and city: Sweden (SE) || Stockholm

Req ID: 791381

Ericsson

About Ericsson

The future of mobile isn’t on the horizon, it’s happening now. At Ericsson, we’re building the foundation for an open network ecosystem where industries, developers, and enterprises thrive.

The convergence of 5G, AI, cloud, and network APIs isn’t just a technological shift; it’s a transformation that is redefining industries and enhancing everyday life. Open, programmable networks are enabling real-time innovation and unlocking new business models across the globe.

Imagine a world where developers can dynamically access network capabilities on demand, where enterprises don’t just use connectivity but shape it. This isn’t a distant vision, it’s the ecosystem we’re creating today.

Collaboration fuels everything we do. By working across industries, we’re designing a future where connectivity isn’t just seamless. It’s intelligent, programmable, and transformative.

The shift is happening. Are you part of it?

Industry
Telecommunications
Company Size
10,000+ employees
Headquarters
Kista, SE
Year Founded
1876
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