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authorReynold Xin <rxin@cs.berkeley.edu>2013-03-18 18:30:14 +0800
committerReynold Xin <rxin@cs.berkeley.edu>2013-03-18 18:30:14 +0800
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title: Spark Overview
---
-{% comment %}
-TODO(andyk): Rewrite to make the Java API a first class part of the story.
-{% endcomment %}
-
Spark is a MapReduce-like cluster computing framework designed for low-latency iterative jobs and interactive use from an interpreter.
It provides clean, language-integrated APIs in [Scala](scala-programming-guide.html), [Java](java-programming-guide.html), and [Python](python-programming-guide.html), with a rich array of parallel operators.
-Spark can run on top of the [Apache Mesos](http://incubator.apache.org/mesos/) cluster manager,
-[Hadoop YARN](http://hadoop.apache.org/docs/r2.0.1-alpha/hadoop-yarn/hadoop-yarn-site/YARN.html),
-Amazon EC2, or without an independent resource manager ("standalone mode").
+Spark can run on the Apache Mesos cluster manager, Hadoop YARN, Amazon EC2, or without an independent resource manager ("standalone mode").
# Downloading
@@ -58,9 +52,9 @@ of `project/SparkBuild.scala`, then rebuilding Spark (`sbt/sbt clean compile`).
* [Quick Start](quick-start.html): a quick introduction to the Spark API; start here!
* [Spark Programming Guide](scala-programming-guide.html): an overview of Spark concepts, and details on the Scala API
-* [Streaming Programming Guide](streaming-programming-guide.html): an API preview of Spark Streaming
* [Java Programming Guide](java-programming-guide.html): using Spark from Java
* [Python Programming Guide](python-programming-guide.html): using Spark from Python
+* [Spark Streaming Guide](streaming-programming-guide.html): using the alpha release of Spark Streaming
**API Docs:**
@@ -92,7 +86,8 @@ of `project/SparkBuild.scala`, then rebuilding Spark (`sbt/sbt clean compile`).
[slides](http://ampcamp.berkeley.edu/agenda-2012) and [exercises](http://ampcamp.berkeley.edu/exercises-2012) are
available online for free.
* [Code Examples](http://spark-project.org/examples.html): more are also available in the [examples subfolder](https://github.com/mesos/spark/tree/master/examples/src/main/scala/spark/examples) of Spark
-* [Paper Describing the Spark System](http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf)
+* [Paper Describing Spark](http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf)
+* [Paper Describing Spark Streaming](http://www.eecs.berkeley.edu/Pubs/TechRpts/2012/EECS-2012-259.pdf)
# Community