Biases in Data-Driven Networking, and What to Do About Them

Author:

Bartulovic Mihovil1,Jiang Junchen2,Balakrishnan Sivaraman1,Sekar Vyas1,Sinopoli Bruno1

Affiliation:

1. Carnegie Mellon University

2. Microsoft Research/Carnegie, Mellon University

Funder

National Science Foundation

Publisher

ACM

Reference43 articles.

1. The data-driven approach to network management: Innovation delivered. https://goo.gl/vfLF5z. The data-driven approach to network management: Innovation delivered. https://goo.gl/vfLF5z.

2. Simulation setup. https://github.com/DoublyRobustEvaluation/DoublyRobustEvaluation/. Simulation setup. https://github.com/DoublyRobustEvaluation/DoublyRobustEvaluation/.

3. Systems that learn initiative at csail. http://stl.csail.mit.edu/. Systems that learn initiative at csail. http://stl.csail.mit.edu/.

4. A Call to Arms for Management Plane Analytics

5. Doubly Robust Estimation in Missing Data and Causal Inference Models

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