353 citations · 643 across the 8 of their papers we have counts for
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cs.NI2017★ 174 cited
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Giorgio Stampa, Marta Arias, David Sanchez-Charles +2
In this paper we design and evaluate a Deep-Reinforcement Learning agent that optimizes routing. Our agent adapts automatically to current traffic conditions and proposes tailored…
cs.AI2017★ 79 cited
Survey on Models and Techniques for Root-Cause Analysis
Marc Solé, Victor Muntés-Mulero, Annie Ibrahim Rana +1
Automation and computer intelligence to support complex human decisions becomes essential to manage large and distributed systems in the Cloud and IoT era. Understanding the root c…