NetAgg: Using Middleboxes for Application-specific On-path Aggregation in Data Centres

@inproceedings{Mai2014NetAggUM,
  title={NetAgg: Using Middleboxes for Application-specific On-path Aggregation in Data Centres},
  author={Luo Mai and Lukas Rupprecht and Abdul Alim and Paolo Costa and Matteo Migliavacca and Peter R. Pietzuch and Alexander L. Wolf},
  booktitle={CoNEXT},
  year={2014}
}
Data centre applications for batch processing (e.g. map/reduce frameworks) and online services (e.g. search engines) scale by distributing data and computation across many servers. They typically follow a partition/aggregation pattern: tasks are first partitioned across servers that process data locally, and then those partial results are aggregated. This data aggregation step, however, shifts the performance bottleneck to the network, which typically struggles to support many-to-few, high… CONTINUE READING

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