MapReduce na AWS: Uma Análise de Custos Computacionais Utilizando os Serviços FaaS e IaaS

R Campbell, AL Nunes, C Boeres… - Anais do XXIII …, 2022 - sol.sbc.org.br
Serviços da nuvem oferecem facilidades computacionais bem estabelecidas. Na busca de
eficiência para executar aplicações do tipo MapReduce, que lidam com grandes …

Modeling the performance of mapreduce applications for the cloud

I Carrera, C Geyer - Latin-American Journal of Computing, 2015 - lajc.epn.edu.ec
In the last years, Cloud Computing has become a key technology that made possible to run
applications without needing to deploy a physical infrastructure. The challenge with …

Mapreduce applications in the cloud: A cost evaluation of computation and storage

D Moise, A Carpen-Amarie - … Conference on Data Management in Cloud …, 2012 - Springer
MapReduce is a powerful paradigm that enables rapid implementation of a wide range of
distributed data-intensive applications. The Hadoop project, its main open source …

A framework and a performance assessment for serverless MapReduce on AWS Lambda

V Giménez-Alventosa, G Moltó, M Caballer - Future Generation Computer …, 2019 - Elsevier
MapReduce is one of the most widely used programming models for analysing large-scale
datasets, ie Big Data. In recent years, serverless computing and, in particular, Functions as a …

[PDF][PDF] A Comparison of Amazon Elastic Mapreduce and Azure Mapreduce

B Rashidi, E Asyabi, T Jafari - Elixir International Journal Computer …, 2012 - academia.edu
In last two decades continues increase of comput-ational power and recent advance in the
web technology cause to provide large amounts of data. That needs large scale data …

CRESP: Towards optimal resource provisioning for MapReduce computing in public clouds

K Chen, J Powers, S Guo, F Tian - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Running MapReduce programs in the cloud introduces this unique problem: how to optimize
resource provisioning to minimize the monetary cost or job finish time for a specific job? We …

Simulação e estudo da plataforma Hadoop MapReduce em ambientes heterogêneos

W Kolberg - 2010 - lume.ufrgs.br
MapReduce é um modelo de programação voltado à computação paralela em larga escala,
e ao processamento de grandes volumes de dados. A implementação do modelo, e as …

Resilin: Elastic MapReduce over Multiple Clouds

A Iordache, C Morin, N Parlavantzas, P Riteau - 2012 - inria.hal.science
The MapReduce programming model, introduced by Google, offers a simple and efficient
way of performing distributed computation over large data sets. Although Google's …

Exploiting cloud heterogeneity to optimize performance and cost of mapreduce processing

Z Zhang, L Cherkasova, BT Loo - ACM SIGMETRICS Performance …, 2015 - dl.acm.org
Cloud computing offers a new, attractive option to customers for quickly provisioning any
size Hadoop cluster, consuming resources as a service, executing their MapReduce …

[PDF][PDF] Resilin: Elastic MapReduce for private and community Clouds

P Riteau, A Iordache, C Morin - 2011 - inria.hal.science
The MapReduce programming model, introduced by Google, offers a simple and efficient
way of performing distributed computation over large data sets. Although Google's …