Zhengping Qian
6 papers · 2014–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
distributed training
(3)
stochastic gradient descent
(1)
distributed computing
(1)
fault tolerance
(1)
query optimization
(1)
parameter server
(1)
pipeline parallelism
(1)
throughput optimization
(1)
distributed graph processing
(1)
parallel execution
(1)
deep q-learning
(1)
heterogeneous architecture
(1)
graph traversal
(1)
machine learning training
(1)
graph query
(1)
gremlin language
(1)
interactive query analysis
(1)
graph query optimization
(1)
overlap scheduling
(1)
checkpoint restart
(1)
Papers
Tessera: A Holistic Pipeline Parallelism Framework for Trillion-Parameter Heterogeneous MoE Training (Operational Systems)
OSDI 2026
TrainMover: An Interruption-Resilient Runtime for ML Training
OSDI 2026
GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language
NSDI 2021
Learning Efficient Parameter Server Synchronization Policies for Distributed SGD
ICLR 2020
StreamScope: Continuous Reliable Distributed Processing of Big Data Streams
NSDI 2016
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing
OSDI 2014