What is Apache Spark?
Who uses Apache Spark?
Apache Spark Integrations
Here are some stack decisions, common use cases and reviews by companies and developers who chose Apache Spark in their tech stack.
I am new to Apache Spark and Scala both. I am basically a Java developer and have around 10 years of experience in Java.
I wish to work on some Machine learning or AI tech stacks. Please assist me in the tech stack and help make a clear Road Map. Any feedback is welcome.
Technologies apart from Scala and Spark are also welcome. Please note that the tools should be relevant to Machine Learning or Artificial Intelligence.
I use Kafka with Lenses. I would integrate Apache Spark in order to achieve data processing, but I could not find the appropriate connector. Should I use only MySQL for data processing?
Apache Spark's Features
- Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk
- Write applications quickly in Java, Scala or Python
- Combine SQL, streaming, and complex analytics
- Spark runs on Hadoop, Mesos, standalone, or in the cloud. It can access diverse data sources including HDFS, Cassandra, HBase, S3