Research Intern (PhD), AI-Scale Protocols & Simulation
HyderabadInternshipInternshipPosted over a month ago
AI internship at Marvell in Hyderabad. Needs a PhD or M.Tech.
About the role
Research Intern (PhD), AI-Scale Protocols & Simulation at Marvell. Investigate emerging scale-up and scale-out protocols and how they perform under real AI workloads.
What you'll do
- Investigate emerging scale-up and scale-out protocols and how they perform under real AI workloads
- Explore and extend simulation platforms to model networking and congestion-control behavior at scale
- Experiment with AI-scale and LLM-serving simulation, and workload/trace-driven modeling (e.g., Astra-Sim, Chakra, htsim)
- Study and evaluate protocol performance, scalability, and resilience across topologies
- Correlate simulation results with architectural and hardware behavior to uncover new insights
What you need
- Research
- Python
- C++
- LLMs
Good to have
- Transcription