Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning

1 code implementation • 19 Nov 2019 • Xiang Ni, Jing Li, Mo Yu, Wang Zhou, Kun-Lung Wu

In this paper, we present a graph-aware encoder-decoder framework to learn a generalizable resource allocation strategy that can properly distribute computation tasks of stream processing graphs unobserved from training data.

Graph Embedding graph partitioning +2