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