Hecate: AI-driven WAN Traffic Engineering for Science

Author:

Kiran Mariam1,Campbell Scott1,Buraglio Nick1

Affiliation:

1. Energy Sciences Network Lawrence Berkeley National Laboratory,Berkeley,California,US

Funder

U.S. Department of Energy

Office of Science

Publisher

IEEE

Reference29 articles.

1. Toward self‐driving processes: A deep reinforcement learning approach to control

2. Simulated Annealing Based Hierarchical Q-Routing: A Dynamic Routing Protocol

3. Predictive q-routing: A memory-based reinforcement learning approach to adaptive traffic control;choi;Advances in neural information processing systems,1996

4. Packet routing in dynamically changing networks: A reinforcement learning approach;boyan;Proceedings of the 6th International Conference on Neural Information Processing Systems ser NIPS'93,1993

5. Wide-area Internet traffic patterns and characteristics

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SDNRoute: Proactive routing optimization in Software Defined Networks;Computer Communications;2024-09

2. Engineering Autonomous Self-Driving Networks;ACM SIGMETRICS Performance Evaluation Review;2023-09-28

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