Research Article

[Retracted] A Novel Intelligent Hybrid Optimized Analytics and Streaming Engine for Medical Big Data

Table 2

Spark engines’ features and its functionalities.

Sl. no.Spark featuresFunctionalities

1Spark SQLFormerly known as Shark. Spark SQL is a distributed framework that works different categories of data.
2Spark streaming layersThese layers are used for an effective real-time streaming.
3Spark MLThis module in Spark provides scalable machine learning algorithms for big data analytics. Moreover, it can be programmed either using Python or Java.
4Spark RIt is computational R programming packages used for data analytics.
5GraphXIt is a computational tool used for creating discrete graphs for various data.
6SparkCoreIt is the top core of Spark in which the models are deployed.