Towards a next generation ofscientific c omputing in the Cloud
Yassine Tabaa · 2012
More than ever, designing new types of highly scalable data intensivecomputing is needed to qualify the new generation of scientific computing and analytics effectively perform complex tasks on massive amounts of data such as clustering, matrix computation, data mini ng, information extraction & etc. MapReduce, put forward by Google ,is a well-known modelfor programming commodity computer clusters to perform large