Enhancing Network Failure Mitigation with Performance-Aware Ranking
May 23, 2023 ยท Declared Dead ยท ๐ Symposium on Networked Systems Design and Implementation
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Authors
Pooria Namyar, Arvin Ghavidel, Daniel Crankshaw, Daniel S. Berger, Kevin Hsieh, Srikanth Kandula, Ramesh Govindan, Behnaz Arzani
arXiv ID
2305.13792
Category
cs.NI: Networking & Internet
Citations
6
Venue
Symposium on Networked Systems Design and Implementation
Last Checked
3 months ago
Abstract
Cloud providers install mitigations to reduce the impact of network failures within their datacenters. Existing network mitigation systems rely on simple local criteria or global proxy metrics to determine the best action. In this paper, we show that we can support a broader range of actions and select more effective mitigations by directly optimizing end-to-end flow-level metrics and analyzing actions holistically. To achieve this, we develop novel techniques to quickly estimate the impact of different mitigations and rank them with high fidelity. Our results on incidents from a large cloud provider show orders of magnitude improvements in flow completion time and throughput. We also show our approach scales to large datacenters.
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