@article{yadtff:ccpe:13,
  volume = {26},
  number = {3},
  author = {Marco Aldinucci and Salvatore Ruggieri and Massimo Torquati},
  keywords = {fastflow},
  url = {http://calvados.di.unipi.it/storage/paper_files/2013_yadtff_ccpe.pdf},
  abstract = {The whole computer hardware industry embraced multi-core. The
              extreme optimisation of sequential algorithms is then no longer
              sufficient to squeeze the real machine power, which can be only
              exploited via thread-level parallelism. Decision tree algorithms
              exhibit natural concurrency that makes them suitable to be
              parallelised. This paper presents an in-depth study of the
              parallelisation of an implementation of the C4.5 algorithm for
              multi-core architectures. We characterise elapsed time lower
              bounds for the forms of parallelisations adopted, and achieve
              close to optimal performances. Our implementation is based on the
              FastFlow parallel programming environment and it requires minimal
              changes to the original sequential code.},
  title = {Decision Tree Building on Multi-Core using FastFlow},
  journal = {Concurrency and Computation: Practice and Experience},
  pages = {800-820},
  year = {2014},
}

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