Differences
This shows you the differences between two versions of the page.
| Both sides previous revision
Previous revision
|
Next revision
Both sides next revision
|
spark [2014/11/04 09:29]
straka |
spark [2014/11/04 09:30]
straka |
| ====== Spark: Framework for Distributed Computations (Under Construction) ====== | ====== Spark: Framework for Distributed Computations (Under Construction) ====== |
| |
| {{:spark:spark-logo.png?150 }} | [[http://spark.apache.org|{{:spark:spark-logo.png?150 }}]] [[http://spark.apache.org|Spark]] is a framework for distributed computations. Natively it works in Python, Scala and Java, and can be used limitedly in Perl using pipes. |
| | |
| [[http://spark.apache.org|Spark]] is a framework for distributed computations. Natively it works in Python, Scala and Java, and can be used limitedly in Perl using pipes. | |
| |
| Apart from embarrassingly parallel computations, Spark framework is suitable for //in-memory// and/or //iterative// computations, making it suitable even for machine learning and complex data processing. (The Spark framework shares some underlying implementation with [[http://http://hadoop.apache.org/|Hadoop]], but it is quite different -- Hadoop framework does not offer in-memory computations and has only limited support for iterative computations.) | Apart from embarrassingly parallel computations, Spark framework is suitable for //in-memory// and/or //iterative// computations, making it suitable even for machine learning and complex data processing. (The Spark framework shares some underlying implementation with [[http://http://hadoop.apache.org/|Hadoop]], but it is quite different -- Hadoop framework does not offer in-memory computations and has only limited support for iterative computations.) |
