Dennis Cai
10 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Research topics
Keywords
edge cloud
(2)
remote direct memory access
(2)
packet processing
(2)
distributed training
(2)
network throughput
(1)
model training
(1)
training optimization
(1)
stateful protocol
(1)
fault tolerance
(1)
datacenter networking
(1)
collective communication
(1)
control plane
(1)
lossless ethernet
(1)
network virtualization
(1)
programmable data plane
(1)
programmable switch asic
(1)
data plane
(1)
network load testing
(1)
edge computing
(1)
fault diagnosis
(1)
Papers
EROICA: Online Performance Troubleshooting for Large-scale Model Training
NSDI 2026
TrainMover: An Interruption-Resilient Runtime for ML Training
OSDI 2026
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production
NSDI 2025
SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision
NSDI 2025
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
Sirius: Composing Network Function Chains into P4-Capable Edge Gateways
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