Significant Sampling for Shortest Path Routing: A Deep Reinforcement Learning Solution

We face a growing ecosystem of applications that produce and consume data at unprecedented rates and with strict latency requirements. Meanwhile, the bursty and unpredictable nature of their traffic can induce highly dynamic environments within networks which endanger their own viability. Unencumber...

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Bibliographic Details
Main Authors: Shao, Yulin, Rezaee, Arman, Liew, Soung Chang, Chan, Vincent
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2021
Online Access:https://hdl.handle.net/1721.1/131056