| Tool | Description | Type of users | Availability |
| Hadoop [39] | It is an open source software that for data storage and distributed processing. | Expert | Open source and free |
| MaPR [26] | Platform consists of a set of data management tools and other relatedsoftware. | Expert | Converged Community Edition is free |
| IBM Big Data [21] | IBM platform offers many tools such as big SQL, Analytics for Apache Spark, BigIntegrate,Cloudant,Streams,Compose, and InfoSphere big match. | Expert | Commercial |
| KNIME Analytics [24] | It is an open solution for data-driven innovation, data mining, or predict new futures. | Average | The limited version is available as Open Source and Free |
| Microsoft Azure [28] | It is cloud based big data platform that it is for building, testing, deploying, and managing applications. | Average | Closed source for platform, Open source for client SDKs |
| Datameer [7] | It is a platform that allows easy loading and extracting data from multiple sources regardless the data formats and it is built on the top of Hadoop. | Average | Commercial |
| Amazon Web Service [1] | It provides a set of products for big data analysis such as compute, storage, databases, analytics, networking, mobile, developer tools, management tools, IoT, security and enterprise applications. | Average | Commercial |