Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network.
Shuangchen LiDimin NiuYuhao WangWei HanZhe ZhangTianchan GuanYijin GuanHeng LiuLinyong HuangZhaoyang DuFei XueYuanwei FangHongzhong ZhengYuan XiePublished in: ISCA (2022)
Keyphrases
- service architecture
- neural network
- web services
- random walk
- distributed stream processing
- artificial neural networks
- distributed systems
- distributed environment
- back propagation
- directed graph
- data intensive
- graph representation
- pattern recognition
- high speed
- real world
- bipartite graph
- service delivery
- mobile agents
- structured data
- genetic algorithm
- signal processing
- graph theory
- graph structure
- peer to peer
- field programmable gate array
- real time