Top 15 Apache Spark Alternative and Similar Softwares | Dec 2024

Apache Spark™ is a fast and general engine for large-scale data processing.
Speed
Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.

Spark has an advanced DAG execution engine that supports cyclic data flow and in-memory computing.

1. Deep.BI

Deep.BI Deep.BI measures content consumption metrics to help publishers distribute content across platforms and grow audiences.Deep.BI collects all kinds of raw event data related to publishing - readers behavior and content performance and lets analyze this data in real-time.By collecting raw data publishers get unprecedented flexibility and can build their own......

2. Splunk

Splunk Splunk is software that provides unique visibility across your entire IT infrastructure from one place in real time. Only Splunk enables you to search, report, monitor and analyze streaming and historical data from any source. Troubleshoot application problems and investigate security incidents in minutes instead of hours or days, monitor......

3. Apache Flink

Apache Flink Flink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.Flink includes several APIs for creating applications that use the Flink engine:DataSet API for static data embedded in Java, Scala, and Python,DataStream API for unbounded streams embedded in Java and......

4. HPCC Systems

HPCC Systems HPCC Systems offers an open source cluster computing platform used to solve Big Data problems. Its unique architecture and simple yet powerful data programming language (ECL) makes it a compelling solution to solve data intensive computing needs.The HPCC Systems architecture incorporates the Thor (Data Refinery) and Roxie (Query) clusters as......

5. Amazon QuickSight

Amazon QuickSight Amazon QuickSight is a very fast, cloud-powered business intelligence (BI) service that makes it easy for all employees to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data. Amazon QuickSight uses a new, Super-fast, Parallel, In-memory Calculation Engine (“SPICE”) to perform advanced calculations and render visualizations......

6. Premonition Analytics

Premonition Analytics Premonition, helps organizations with lots of litigation find the best lawyers for specific cases. For Premonition CEO Toby Unwin, designing the Premonition big data system was very personal. “I had to deal with large amounts of litigation and realized I had no way to find out who the best attorneys......

7. Databox

Databox Databox is a decision making platform built to help you understand what's going on with your business. It connects your cloud services, spreadsheets, databases and custom integrations to organize all of your business KPIs in one place. Databox will deliver your metrics via mobile, browser, big screen, Apple Watch® and......

8. Datadeck

Datadeck Datadeck collects and blends your data in real time to visualize it in beautiful templates and widgets. It brings teams together by sharing the same data with everyone and allowing your whole company--from the least technically skilled entry level assistant to your CIO--to get on the same page and make......

9. jKool

jKool Unified Application & Fast Data Analytics for analyzing machine data such as logs, metrics, performance, transactions and other time series machine data. jKool is about turning raw machine data into actionable insight. Summary of features:* Software as a Service* Cloud and on-premise* Multi-tenancy* Log Analytics* End-user monitoring* Application Performance Management*......

10. Ptengine

Ptengine The Ptengine app helps marketers and webmasters turn more visits into conversions. By "conversions" we mean sales, leads, email subscribers, social shares - whatever goals people have for a website.It's part of a growing movement for websites. Since getting traffic is harder and more expensive than ever, our users are......

11. Widestage

Widestage Lightweight Business Intelligence tool for reporting mongodb, postgresql, Mysql, & MS sql data. Widestage allow your users to create new reports and dashboards just dragging and dropping elements.Control your data access with a powerful semantic layer that empower your data governance, selecting who can explore your data, reports or dashboards.Generates......

12. Soley Studio

Soley Studio Soley GmbH develops agile and innovative software solutions for data analysis in engineering. With Soley Studio experts digitalize their knowledge, automate time-consuming processes and, thus, overcome existing complexity. At the push of a button, practicable workflows – from the consolidation of data, through data analysis to the visualization of the......

13. icStorm

icStorm icCube's Analytical Engine. A real time, in-memory, high-performance, high-scalability multi-dimensional, MDX+ / OLAP Server.......

14. Slicify

Slicify Slicify is a unique crowd-sourced cloud computing service. You can buy on-demand Linux VMs at low rates (from $0.01 per hour), and also sell back excess computing resources to the cloud.......

15. Teradata

Teradata Teradata is a global leader in analytic data platforms, marketing and analytic applications, and consulting services. Teradata helps organizations collect, integrate, and analyze all of their data so they can know more about their customers and business and do more of what’s really important. Visit teradata.com for details.When the world......