# Real-Time Offloading for Dependent and Parallel Tasks in Cloud-Edge Environments Using Deep Reinforcement Learning

> Research article (IEEE Transactions on Parallel and Distributed Systems, 2024) · cited 58× · AI/ML

**Wikidata**: [openalex:W4390533376](https://www.wikidata.org/wiki/openalex:W4390533376)  
**Source**: https://4ort.xyz/entity/real-time-offloading-for-dependent-and-parallel-tasks-in-cloud-edge-environments-using-deep-reinforcement-learning