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ICDM
2007
IEEE
131views Data Mining» more  ICDM 2007»
13 years 11 months ago
Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures
Inspired by emerging multi-core computer architectures, in this paper we present MT CLOSED, a multi-threaded algorithm for frequent closed itemset mining (FCIM). To the best of ou...
Claudio Lucchese, Salvatore Orlando, Raffaele Pere...
CCGRID
2008
IEEE
13 years 11 months ago
Scheduling Asymmetric Parallelism on a PlayStation3 Cluster
Understanding the potential and implications of asymmetric multi-core processors for cluster computing is necessary, as these processors are rapidly becoming mainstream components...
Filip Blagojevic, Matthew Curtis-Maury, Jae-Seung ...
IPPS
2008
IEEE
13 years 11 months ago
A deterministic multi-way rendezvous library for haskell
The advent of multicore processors requires mainstream concurrent programming languages with high level concurrency constructs and effective debugging techniques. Unfortunately, m...
Nalini Vasudevan, Satnam Singh, Stephen A. Edwards
POPL
2007
ACM
14 years 5 months ago
SAC: off-the-shelf support for data-parallelism on multicores
The advent of multicore processors has raised new demand for harnessing concurrency in the software mass market. We summarise our previous work on the data parallel, functional ar...
Clemens Grelck, Sven-Bodo Scholz
IEEEHPCS
2010
13 years 3 months ago
Discovering closed frequent itemsets on multicore: Parallelizing computations and optimizing memory accesses
The problem of closed frequent itemset discovery is a fundamental problem of data mining, having applications in numerous domains. It is thus very important to have efficient par...
Benjamin Négrevergne, Alexandre Termier, Je...