Chang Lan

6 papers · 2015–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NSDI (4) ICML (1) OSDI (1)

Top co-authors

Sylvia Ratnasamy (3) Chuanxiong Guo (2) Raluca Ada Popa (2) zhifeng Chen (1) Claire Cui (1) Siamak Shakeri (1) Melvin Walls (1) Yifeng Lu (1) Rishabh Poddar (1) Yanping Huang (1)

Research topics

Machine Learning (3) Application Areas (3) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Optimization (1) Optimization & Theory (1) Techniques (1)

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 ResQ: Enabling SLOs in Network Function Virtualization NSDI 2018 SafeBricks: Shielding Network Functions in the Cloud NSDI 2018 Embark: Securely Outsourcing Middleboxes to the Cloud NSDI 2016 Explicit Path Control in Commodity Data Centers: Design and Applications NSDI 2015