LLMapReduce: Multi-level map-reduce for high performance data analysis.
Chansup ByunJeremy KepnerWilliam ArcandDavid BestorBill BergeronVijay GadepallyMatthew HubbellPeter MichaleasJulie MullenAndrew ProutAntonio RosaCharles YeeAlbert ReutherPublished in: HPEC (2016)
Keyphrases
- map reduce
- data analysis
- open source
- cloud computing
- parallel computation
- efficient implementation
- community detection
- data processing
- big data
- data mining
- recently developed
- machine learning
- parallel computing
- data analytics
- commodity hardware
- high dimensional data
- parallel algorithm
- join operations
- business intelligence
- databases
- parallel implementation
- text mining
- case study