Parallel processing algorithm for railway signal fault diagnosis data based on cloud computing

Y Cao, P Li, Y Zhang - Future Generation Computer Systems, 2018 - Elsevier
To explore the data processing of high-speed railway fault signal diagnosis based on
MapReduce algorithm, the partitioning strategy of data flow was improved, and Bias …

An experimental survey on big data frameworks

W Inoubli, S Aridhi, H Mezni, M Maddouri… - Future Generation …, 2018 - Elsevier
Recently, increasingly large amounts of data are generated from a variety of sources.
Existing data processing technologies are not suitable to cope with the huge amounts of …

How Heterogeneity Affects the Design of Hadoop MapReduce Schedulers: A State-of-the-Art Survey and Challenges

V Pandey, P Saini - Big data, 2018 - liebertpub.com
MapReduce (MR) computing paradigm and its open source implementation Hadoop have
become a de facto standard to process big data in a distributed environment. Initially, the …

MapReduce with components for processing big graphs

CA de Rezende… - 2018 Symposium on …, 2018 - ieeexplore.ieee.org
BigGraph applications have been mostly implemented with large-scale parallel processing
frameworks based on MapReduce. However, it continues to be challenging to meet their …

Performance analysis of Apache Hadoop for generating candidates of acronym and expansion pairs and their numerical features

TF Abidin, R Adriman… - 2018 3rd International …, 2018 - ieeexplore.ieee.org
Mining information from web pages to automatically determine the acronym and its
expansion is an important and challenging task. It is considered not easy to do because the …

Parallel reachability testing based on hadoop mapreduce

X Qi, Y Li - Software Analysis, Testing, and Evolution: 8th …, 2018 - Springer
Reachability testing is an important approach to testing concurrent programs. It generates
and executes all the possible sequences of a concurrent program automatically with a given …

A distributed approach for calculating inundation height based on Dijkstra's algorithm

CJ Grady, X Li - Transactions in GIS, 2018 - Wiley Online Library
This research proposed a parallelized approach to scaling up the calculation of inundation
height, the minimum sea‐level rise required to inundate a cell on a digital elevation model …

Algoritmos rápidos para estimativas de densidade hierárquicas e suas aplicações em mineração de dados

JA Santos - 2018 - teses.usp.br
O agrupamento de dados (ou do inglês Clustering) é uma tarefa não supervisionada capaz
de descrever objetos em grupos (ou clusters), de maneira que objetos de um mesmo grupo …

Analysis of Scheduling Algorithms in Hadoop

JA Murali, T Brindha - … Conference, ICSCS 2018, Kollam, India, April 19 …, 2018 - Springer
Distributed system consists of networked computers that provide a coherent system view to
its users. Distributed computing is the use of distributed system to solve complex …

[PDF][PDF] Year of Publication: 2018

A Shabbir, KA Bakar, RZRM Radzi - 2018 - academia.edu
Hadoop MapReduce is the community accepted platform that deals with the gigantic data in
an efficient and cost-effective manner. To cope up with ever growing datasets and shrinking …