Chang Lan
6 papers · 2015–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NSDI (4)
ICML (1)
OSDI (1)
Top co-authors
Keywords
transformer architecture
(1)
gradient aggregation
(1)
efficient computing
(1)
neural architecture
(1)
resource allocation
(1)
distributed training
(1)
parameter server
(1)
deep neural network
(1)
feed-forward network
(1)
heterogeneous computing
(1)
model efficiency
(1)
layer normalization
(1)
network function virtualization
(1)
performance isolation
(1)
sparse gating
(1)
cloud security
(1)
sparsely gated feed-forward
(1)
hardware enclave
(1)
traffic encryption
(1)
least privilege
(1)
Papers
Brainformers: Trading Simplicity for Efficiency
ICML 2023
A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters
OSDI 2020
SafeBricks: Shielding Network Functions in the Cloud
NSDI 2018
ResQ: Enabling SLOs in Network Function Virtualization
NSDI 2018
Embark: Securely Outsourcing Middleboxes to the Cloud
NSDI 2016
Explicit Path Control in Commodity Data Centers: Design and Applications
NSDI 2015