In recent years, we are observing an increased demand for processing large amounts of data. The MapReduce programming model has been utilized by major computing …
The MapReduce programming model, proposed by Google, offers a simple and efficient way to perform distributed computation over large data sets. The Apache Hadoop framework is a …
Z Zhang, L Cherkasova, BT Loo - Proceedings of the Fourth …, 2014 - dl.acm.org
Cloud computing enables a user to quickly provision any size Hadoop cluster, execute a given MapReduce workload, and then pay for the time the resources were used. Typically …
L Liu - IEEE Trans. Serv. Comput., 2016 - computer.org
MAPREDUCE is a widely used computing model for large scale data processing in cloud computing. A MapReduce job consists of a set of map and reduce tasks, where reduce tasks …
O surgimento de volumes de dados na ordem de petabytes cria a necessidade de desenvolver-se novas soluções que viabilizem o tratamento dos dados através do uso de …
This paper describes the existing challenges of creating MapReduce algorithms and how our approach minimizes these challenges. MapRedoop is a framework that can be used to …