Phoenix++: modular MapReduce for shared-memory systems

@inproceedings{Talbot2011PhoenixMM,
  title={Phoenix++: modular MapReduce for shared-memory systems},
  author={Justin Talbot and Richard M. Yoo and Christos Kozyrakis},
  booktitle={MapReduce '11},
  year={2011}
}
This paper describes our rewrite of Phoenix, a MapReduce framework for shared-memory CMPs and SMPs. Despite successfully demonstrating the applicability of a MapReduce-style pipeline to shared-memory machines, Phoenix has a number of limitations; its uniform intermediate storage of key-value pairs, inefficient combiner implementation, and poor task overhead amortization fail to efficiently support a wide range of MapReduce applications, encouraging users to manually circumvent the framework. We… CONTINUE READING
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