Dennis Cai

8 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7) 👥 Mega-Team (32) 🗃️ Keyword Collector (54)

Conferences

NSDI (7) OSDI (1)

Top co-authors

Ennan Zhai (6) Fei Feng (3) Pengcheng Zhang (3) Chen Tian (3) Yanqing Chen (2) Guihai Chen (2) Qiang Li (2) Gang Lu (2) Lei Yan (2) Shaozong Liu (2)

Keywords

remote direct memory access (2) edge cloud (2) packet processing (2) training optimization (1) model training (1) edge computing (1) distributed training (1) stateful protocol (1) network throughput (1) control plane (1) lossless ethernet (1) network virtualization (1) programmable switch asic (1) programmable data plane (1) network load testing (1) data plane (1) collective communication (1) traffic generation (1) programmable switch (1) fault diagnosis (1)

Papers

SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025

Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025

Sirius: Composing Network Function Chains into P4-Capable Edge Gateways NSDI 2024

LuoShen: A Hyper-Converged Programmable Gateway for Multi-Tenant Multi-Service Edge Clouds NSDI 2024

Reasoning about Network Traffic Load Property at Production Scale NSDI 2024

Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs OSDI 2023

Norma: Towards Practical Network Load Testing NSDI 2023

When Cloud Storage Meets RDMA NSDI 2021