Research Intern (PhD), AI-Scale Protocols & Simulation
Core
Investigate emerging scale-up and scale-out protocols and simulate their performance under real AI workloads to study congestion and scalability before silicon implementation.
Role type
Research Intern (PhD)
Builds
Simulation platforms and models for AI-scale networking and congestion control
Domain
AI infrastructure, high-performance networking, distributed systems
Deliverable
research (via careerplan.io/jobs/2604255-research-intern-phd-ai-scale-protocols-simulation-at-marvell)
Required skills
Computer networks, transport protocols, distributed systems, C++, Python, simulation frameworks (Astra-Sim, Chakra, htsim, ns-3, gem5, SST), scale-up/scale-out fabrics, RDMA, congestion control
Preferred skills
LLM-serving simulation, next-generation datacenter networking, protocol design, large-scale performance analysis
