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Data Centre Measurements

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noaz edited this page Nov 2, 2017 · 1 revision

Related Work

The following papers focus on data centre measurements. This is not a conclusive list. Some of the papers below have also released their tools and testing environments under an open source license.

  • Kandula, S., Sengupta, S., Greenberg, A., Patel, P., & Chaiken, R. The nature of data center traffic: measurements & analysis. In Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference (pp. 202-208), 2009. (pdf)
  • Benson, T., Akella, A., & Maltz, D. A.. Network traffic characteristics of data centers in the wild. In Proceedings of the 10th ACM SIGCOMM conference on Internet measurement (pp. 267-280), 2010. (pdf).
  • Guo, C., Yuan, L., Xiang, D., Dang, Y., Huang, R., Maltz, D., ... & Lin, Z. W. Pingmesh: A large-scale system for data center network latency measurement and analysis. ACM SIGCOMM Computer Communication Review, 45(4), 139-152, 2015. (pdf)
  • Guilbaud, N., & Cartlidge, R. Google Localizing Packet Loss in a Large Complex Network. Nanog 57, 2013. (slides)
  • Popescu, D. A., & Moore, A. W.. PTPme sh: Data Center Network Latency Measurements Using PTP. IEEE MASCOTS, 2017.(pdf)
  • A. Adams, P. Lapukhov, and J. H. Zeng. NetNORAD: Troubleshooting networks via end-to-end probing. 2016. (website)
  • Barroso, L., Marty, M., Patterson, D., & Ranganathan, P. Attack of the killer microseconds. Communications of the ACM, 60(4), 48-54, 2017. (pdf)
  • Zilberman, N., Grosvenor, M., Popescu, D. A., Manihatty-Bojan, N., Antichi, G., Wójcik, M., & Moore, A. W. Where Has My Time Gone?. In International Conference on Passive and Active Network Measurement (pp. 201-214), 2017. (paper)

Additional papers can be find in the proceedings of conferences such as ACM's Internet Measurements Conference (IMC), Passive and Active Measurement conference (PAM), as well as (sporadically) in SIGCOMM, SIGMETRICS, MASCOTS and others.

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