Are you looking for the best alternative to Apache Spark? If yes, then you have come to the right place.
Apache spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters. Apache spark™ – unified engine for large-scale data analytics.
Apache Spark is not always the best solution for everyone. In this article, we’ve compiled a list of the 8 best Apache Spark alternatives and competitors.
Top 8 free and paid alternatives to Apache Spark
So, let’s read on further to get a complete idea of our top picks for the best Apache Spark alternative.
1. Apache Hadoop – Overall Best Apache Spark Alternative
Apache hadoop is an open source, java-based software platform that manages data processing and storage for big data applications.
2. Google BigQuery – Top Apache Spark Competitor
Bigquery is a serverless, cost-effective and multicloud data warehouse designed to help you turn big data into valuable business insights. Start free. Bigquery: Cloud data warehouse , google cloud action/Check_circle_24px action/Check_circle_24px action/Check_circle_24px action/Check_circle_24px.
3. Apache Storm – Best Alternative to Apache Spark
Apache storm is a distributed stream processing computation framework written predominantly in the clojure programming language.
4. Apache Flink – Best Free Apache Spark Alternative
Apache flink: Stateful computations over data streams.
5. Lumify – Top Site Like Apache Spark
Lumify is a big data fusion, analysis, and visualization platform.
6. Apache Sqoop – Best Apache Spark Alternative
Sqoop is a command-line interface application for transferring data between relational databases and hadoop.
7. Presto – Top Website Similar to Apache Spark
Presto, distributed SQL query engine for big data.
8. Splunk – Top Rated Apache Spark Alternative
Drive outcomes across security, observability, it and DevOps with the data platform built for the cloud. Splunk, turn data into doing.
Wrapping It Up: What Is The Best Apache Spark Alternative?
In review, here are our top 8 picks for the best Apache Spark alternative.
|1. Apache Hadoop
|Overall Best Apache Spark Alternative
|2. Google BigQuery
|Top Apache Spark Competitor
|3. Apache Storm
|Best Alternative to Apache Spark
|4. Apache Flink
|Best Free Apache Spark Alternative
|Top Site Like Apache Spark
|6. Apache Sqoop
|Best Apache Spark Alternative
|Top Website Similar to Apache Spark
|Top Rated Apache Spark Alternative
As you can see, there are many Apache Spark alternatives out there that are worth considering.
We hope that this article helps you find a suitable alternative to Apache Spark based on your specific needs. Feel free to share the article with your friends and help spread the knowledge.