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Reducing the Communication Overhead of Graph Neural Networks with SmartNICs Hardware
ZHOU, Chi
(PI)
Department of Computer Science
Project
:
Research project
Overview
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Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Keyphrases
SmartNIC
100%
Graph Neural Network
100%
Communication Overhead
100%
Neural Network Training
50%
Distributed Graph Neural Networks
25%
Computation Time
25%
Latency
25%
Data Locality
25%
Large Graphs
25%
Message Passing
25%
Message Aggregation
25%
Load Balancing
25%
Hardware Accelerator
25%
Aggregation Behavior
25%
Huawei
25%
Neural Network Framework
25%
Computer Science
Communication Overhead
100%
Graph Neural Network
100%
Computer Hardware
100%
Neural Network Training
50%
Message Passing
25%
Load Balancing
25%
Computation Time
25%
Data Locality
25%