Table 3
Big Data tools found from the literature.
Themes |
Codes |
Sub-codes |
Previous studies |
N |
Batch analysis |
Google MapReduce |
Information processing on large clusters |
Dean and Ghemawat (2008); Hashem et al. (2015); Zhifeng and Yang (2013); López et al. (2014) |
12 |
|
Apache Hadoop |
Infrastructure and platform |
Herodotou et al. (2011); Begoli and Horey (2012); Borkar, Carey, and Li (2012) |
|
|
Microsoft Dryad |
Infrastructure and platform |
Isard et al. (2007); Yu et al. (2008) |
|
|
Apache Mahout |
Device studying algorithms |
Owen et al. (2011) |
|
Stream analysis |
Apache Storm |
Real-time computation machine |
Rodríguez-Mazahua et al. (2016) |
4 |
|
Apache S4 |
Movement computing platform |
Neumeyer et al. (2010) |
|
|
Apache Spark |
Engine for large-scale data processing |
Stoica (2014) |
|
|
MOA |
Framework for data stream mining |
Fan and Bifet (2012) |
|
Interactive analysis |
Apache Drill |
Square query engine for Hadoop and NoSQL |
Rodríguez-Mazahua et al. (2016) |
3 |
|
SpagoBI |
Commercial enterprise intelligence |
Franceschini (2013) |
|
|
D3.js |
Interactive |
Bostock et al. (2011) |
|