The rise of “big data” on cloud computing: Review and open research issues

IAT Hashem, I Yaqoob, NB Anuar, S Mokhtar, A Gani… - Information systems, 2015 - Elsevier
Cloud computing is a powerful technology to perform massive-scale and complex
computing. It eliminates the need to maintain expensive computing hardware, dedicated …

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

A Fernández, S del Río, V López… - … : Data Mining and …, 2014 - Wiley Online Library
The term 'Big Data'has spread rapidly in the framework of Data Mining and Business
Intelligence. This new scenario can be defined by means of those problems that cannot be …

Health big data analytics: current perspectives, challenges and potential solutions

MH Kuo, T Sahama, AW Kushniruk… - … Journal of Big …, 2014 - inderscienceonline.com
Modern health information systems can generate several exabytes of patient data, the so
called 'health big data', per year. Many health managers and experts believe that with the …

E-learning systems based on cloud computing: A review

G Riahi - Procedia Computer Science, 2015 - Elsevier
Today and during the recent years, the Internet is a place to read web pages that allow users
to environmental education and implementation of software applications that is changing. As …

Contextual anomaly detection framework for big sensor data

MA Hayes, MAM Capretz - Journal of Big Data, 2015 - Springer
The ability to detect and process anomalies for Big Data in real-time is a difficult task. The
volume and velocity of the data within many systems makes it difficult for typical algorithms to …

A cloud-based system framework for performing online viewing, storage, and analysis on big data of massive BIMs

HM Chen, KC Chang, TH Lin - Automation in Construction, 2016 - Elsevier
This paper presents a cloud-based system framework based on Bigtable and MapReduce
as the data storage and processing paradigms for providing a web-based service for …

MapReduce: Review and open challenges

IAT Hashem, NB Anuar, A Gani, I Yaqoob, F **a… - Scientometrics, 2016 - Springer
The continuous increase in computational capacity over the past years has produced an
overwhelming flow of data or big data, which exceeds the capabilities of conventional …

Future Internet technologies for environmental applications

C Granell, D Havlik, S Schade, Z Sabeur… - … Modelling & Software, 2016 - Elsevier
This paper investigates the usability of Future Internet technologies (aka “Generic Enablers
of the Future Internet”) in the context of environmental applications. The paper incorporates …

Expanded cloud plumes hiding Big Data ecosystem

S Sharma - Future Generation Computer Systems, 2016 - Elsevier
Today, a paradigm shift is being observed in science, where the focus is gradually shifting
away from operation to data, which is greatly influencing the decision making also. The data …

SparkBWA: speeding up the alignment of high-throughput DNA sequencing data

JM Abuín, JC Pichel, TF Pena, J Amigo - PloS one, 2016 - journals.plos.org
Next-generation sequencing (NGS) technologies have led to a huge amount of genomic
data that need to be analyzed and interpreted. This fact has a huge impact on the DNA …