In the worlds of smart gadgets, every small device to enterprise-class machines are generating lots of data and this leads to the evolution of the term BIG DATA. Now the Big Data is here & it becomes a big task to handle for large enterprises. But big problem means a big solution and to solve this Open source is here, there are many open source tools available, those can easily help small to big enterprises in Big Data Analysis. Open source tools now become a leading name in terms of big data solutions, business intelligence, predictive analytics, eCommerce and more. There are lot open source data analysis apps and all have their own USP.
Most tools available for big data analytics are open source and Apache is the one leading in that space. Today, here we have featured top open source data analytics software solutions. All these big data analytics tools are built to handle the enterprise level requirements. Here are some top Open source Big Data Analytic Tools.
The Apache Hadoop is a big name in Big Data world and not need any introduction. The Hadoop is a framework that uses a for the distributed processing of large data sets across clusters of computers. It uses simple programming models. The Hadoop can scale up from a single server to thousands of machines along local computation and storage. The framework is designed to detect and handle the failures at application layer instead of totally rely on hardware to deliver high-availability.
2. Spark: open source data analysis app
Spark is also an Apache project that promises to run programs up to 100x times faster than Hadoop MapReduce in memory, or 10x faster in the disk. Apache Spark DAG execution engine is one of the advance execution engines that supports acyclic data flow and in-memory computing. Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. For more info.
Talend is an open source project but run by a company for profit rather than a foundation like Apache. Talend offers both commercial products as well as free products to balance the demands. The free and open-source product of Talend is called Talend Open studio that comprises:– Open Studio for Big Data, Open Studio for Data Integration, Open Studio for Data Quality, Open Studio for ESB and Open Studio for MDM. Download Talend Data Analytics.
4. Jaspersoft: open source data analysis app
Jaspersoft is an open source business intelligence tool just like Talend offers both commercial paid and free products. The comes in multiple editions both free and paid. The business intelligence software edition it offers are Community ( free and Opensource edition) and reset of editions which are paid are Reporting, AWS, Professional, and Enterprise edition. Download Jaspersoft
Pentaho gives a tag to its platform on its website i.e “comprehensive data integration and business analytics platform.” The community edition is the based on their commercial product and offers a variety of tools such as Business Analytics Platform, Data Integration, Report Designer, Marketplace, Aggregation Designer, Schema Workbench, Metadata Editor and Hadoop Shims. Download Pentaho Opensource
On the website of RapidMiner, they have claimed that they are no. 1 open source data science platform and leader in the new 2017 Gartner Magic Quadrant for Data Science Platforms. It delivers a collaborative analytics platform for high-value data science. RadipMiner Platform comprises by 3 different modules-
- RapidMiner Studio
- RapidMiner Server
- RapidMiner Radoop
These all three comes under open source and comes with both free and paid license. Initially, all the three modules are free( depends on the users). Download RapidMiner.
Apache Storm is another free and open source data analysis app that is known for its real-time processing. It can be used with any programming language. It can use for many purposes such as real-time data analytics, online machine learning, distributed RPC, continuous computation, ETL and more. It is scalable, fault-tolerant, fast processing capabilities and easy to operate and deploy. Apache Storm free and open source distributed realtime computation system used by many big names such as Flipboard, Yahoo, Twitter, Spotify and more. Download Apache storm.
The H2O website claims that it is a #1 world Open-source Artificial intelligence (AI) or machine learning platform. It uses an in-memory technology that offers fast performance. The H2O machine learning and predictive analytics software completely written from scratch in Java and seamlessly integrates with the most popular open sources products like Apache Hadoop and Spark. H2O can easily deploy anywhere in the cloud, on premise, on workstations, servers or clusters. Download H2o
9. Lumify: open source data analysis app
Lumify is an open source big data analysis and visualization platform. Lumify can easily analyze relationships between entities and establish links in 2D or 3D. Aso on the Lumify website it offers some videos to understand how Lumify works. The videos are: Lumify Graph Visualization, Lumify Map Integration, Lumify Search and Lumify Detail Pane. Download Lumify.
10. Apache Drill
Apache Drill is a schema-free SQL Query Engine for Hadoop, NoSQL and Cloud Storage. Apache Drill supports multifarious NoSQL databases and file systems such as Google Cloud Storage, Swift, NAS HBase, MongoDB, MapR-DB, HDFS, MapR-FS, Amazon S3, Azure Blob Storage and local files. Download Apache Drill.
MongoDB is a non-relational free and open source data storage solution and known for the NoSQL databases. The companies use the MongoDB as mentioned on its website are Expedia, Forbes, Metlife, OTTO, BOSCH and City of Chicago. Download MangoDB.
SpagoBI is an open source business intelligence and big data analytics platform. SpagoBI offers a variety of tools for different purpose such as reporting, multidimensional analysis (OLAP), charts, location intelligence, data mining, ETL and more. Download SpagoBI
Slamdata is a Business Intelligence Solution built for NoSQL database: MongoDB, Couchbase, MarkLogic and Spark/Hadoop. It is a single solution that offers Query, Visualize & Share Insight from known NoSQL databases. For more info and download visit slamdata.
14. HPCC System
HPCC Systems is an open source, a parallel-processing computing platform for big data processing and analytics. It offers a standard-based web interface to query data. It can runs on commodity hardware, built-in distributed file system, scales out to thousands of nodes and fault resilient. Download HPCC Systems
If you thing that our open source data analysis software list is incomplete and you any best opensource tool in this space then please comment.