# Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm

> Research article (IEEE Transactions on Parallel and Distributed Systems, 2023) · cited 57× · AI/ML

**Wikidata**: [openalex:W4386608891](https://www.wikidata.org/wiki/openalex:W4386608891)  
**Source**: https://4ort.xyz/entity/task-placement-and-resource-allocation-for-edge-machine-learning-a-gnn-based-multi-agent-reinforcement-learning-paradigm