Chaoliang Zeng
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
👥
Mega-Team · Squad
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Research topics
Keywords
hardware acceleration
(2)
similarity search
(1)
embedding learning
(1)
distributed training
(1)
model inference
(1)
parameter server
(1)
communication overhead
(1)
datacenter networking
(1)
load balancing
(1)
latency optimization
(1)
field programmable gate array
(1)
rdma networking
(1)
embedding table
(1)
scalable architecture
(1)
embedding-based retrieval
(1)
network interface
(1)
fpga implementation
(1)
connection scalability
(1)
packet encapsulation
(1)
network architecture
(1)
Papers
Accelerating Neural Recommendation Training with Embedding Scheduling
NSDI 2024
SRNIC: A Scalable Architecture for RDMA NICs
NSDI 2023
FAERY: An FPGA-accelerated Embedding-based Retrieval System
OSDI 2022
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
NSDI 2022