Apache Spark
Apache Spark is a unified analytics engine for large-scale data processing that provides high-level APIs for distributed computing across clusters.
Available Pages
Apache Spark Overview: What It Is, Why Use It, & Getting Started
Explore Apache Spark: understand its core concepts, why it's a powerful big data framework, and how to get started with system requirements and common challenges.
Apache Spark Troubleshooting - Debug Production Failures Fast
Debug Apache Spark production failures. Resolve OutOfMemoryError, serialization, and cluster issues. Master the Spark Web UI for effective troubleshooting.
Related Technologies
Competition
apache flink
Direct competitors
apache hadoop
Direct competitors
apache storm
Direct competitors
apache beam
Can replace or substitute
google cloud dataflow
Can replace or substitute
dask
Can replace or substitute
Integration
apache kafka
Official integration support
elasticsearch
Official integration support
apache cassandra
Official integration support
kubernetes
Official integration support
docker
Official integration support
mongodb
Official integration support
delta lake
Official integration support
apache airflow
Official integration support
jupyter notebooks
Official integration support
amazon web services
Official integration support
google cloud platform
Official integration support
microsoft azure
Official integration support
Dependencies
databricks
Enables other tools
java
Foundation technology
scala
Foundation technology
apache maven
Requires for operation
apache hadoop
Requires for operation
java
Requires for operation