Alternatives to Apache Spark
6 alternatives found
Apache Spark is an open-source, unified analytics engine for large-scale data processing, developed at UC Berkeley's AMPLab in 2009 and donated to the Apache Software Foundation in 2013. Spark dramatically improved on Hadoop MapReduce by keeping data in memory across processing steps — achieving 100x faster performance for iterative algorithms and interactive queries.
Apache Flink
True streaming engine with lower latency than Spark Structured Streaming
dbt
SQL-based data transformations on data warehouses — simpler than Spark for analytics
DuckDB
In-process analytics engine — Spark-like queries without a cluster for GB-scale data
Hadoop
Mature HDFS ecosystem — Spark typically runs on top of Hadoop infrastructure
Databricks
Managed Spark with Delta Lake, Unity Catalog, and ML capabilities
BigQuery
Serverless cloud data warehouse — no cluster management, pay per query
Related Alternatives
Explore alternatives pages for entities compared with Apache Spark.
Get the best comparisons in your inbox
Weekly digest of trending comparisons, new categories, and expert insights. No spam.
Join 1,000+ readers. Unsubscribe anytime.