Open-source data analytics cluster computing framework
Apache Spark
Original author(s)
Matei Zaharia
Developer(s)
Apache Spark
Initial release
May 26, 2014; 9 years ago (2014-05-26)
Stable release
3.5.0 (Scala 2.13)
/ September 9, 2023; 7 months ago (2023-09-09)
Repository
Spark Repository
Written in
Scala[1]
Operating system
Microsoft Windows, macOS, Linux
Available in
Scala, Java, SQL, Python, R, C#, F#
Type
Data analytics, machine learning algorithms
License
Apache License 2.0
Website
spark.apache.org
Apache Spark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming clusters with implicit data parallelism and fault tolerance. Originally developed at the University of California, Berkeley's AMPLab, the Spark codebase was later donated to the Apache Software Foundation, which has maintained it since.
^"Spark Release 2.0.0". MLlib in R: SparkR now offers MLlib APIs [..] Python: PySpark now offers many more MLlib algorithms"
ApacheSpark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming clusters with implicit...
to Kafka. Apache Kafka also works with external stream processing systems such as Apache Apex, Apache Beam, Apache Flink, ApacheSpark, Apache Storm, and...
Stefan Plantikow (who was the first lead engineer of Neo4j's Cypher for ApacheSpark project) and Stephen Cannan (Technical Corrigenda editor of SQL). They...
Berkeley. He coauthored several influential papers, including Apache Mesos and ApacheSpark SQL. Ghodsi received his PhD from KTH Royal Institute of Technology...
a Romanian-Canadian computer scientist, educator and the creator of ApacheSpark. As of April 2022, Forbes ranked him and Ion Stoica as the 3rd-richest...
platforms such as ApacheSpark Beam, an uber-API for big data Bigtop: a project for the development of packaging and tests of the Apache Hadoop ecosystem...
and Chief Architect of Databricks. He is best known for his work on ApacheSpark, a leading open-source Big Data project. He was designer and lead developer...
artificial intelligence company founded by the original creators of ApacheSpark. The company provides a cloud-based platform to help enterprises build...
called Pig Latin. Pig can execute its Hadoop jobs in MapReduce, Apache Tez, or ApacheSpark. Pig Latin abstracts the programming from the Java MapReduce...
is used by most of the data processing frameworks ApacheSpark, Apache Hive, Apache Flink and Apache Hadoop. In February 2013, the Optimized Row Columnar...
many of the implementations use the Apache Hadoop platform, however today it is primarily focused on ApacheSpark. Mahout also provides Java/Scala libraries...
on ApacheSpark, her advocacy in the open-source software movement, and her creation and maintenance of a variety of related projects including spark-testing-base...
when a schema changes (unless desired for statically-typed languages). ApacheSpark SQL can access Avro as a data source. An Avro Object Container File consists...
dynamic random-access memory. Arrow can be used with Apache Parquet, ApacheSpark, NumPy, PySpark, pandas and other data processing libraries. The project...
modules for Big Data platforms (e.g. Apache Hive/Apache Flink/ApacheSpark), which provide certain functionality of Apache POI, such as the processing of Excel...
co-founded Conviva and Databricks with other original developers of ApacheSpark. As of April 2022, Forbes ranked him and Matei Zaharia as the 3rd-richest...
(distributed processing back-ends) including Apache Flink, Apache Samza, ApacheSpark, and Google Cloud Dataflow. Apache Beam is one implementation of the Dataflow...
machine, as well as the distributed processing frameworks Apache Hadoop, ApacheSpark, Apache Flink, and Dask. XGBoost gained much popularity and attention...
Data Analytics Stack), many know it as the lab that invented Apache Mesos, and ApacheSpark, and Alluxio. Berkeley launched RISELab as the successor to...
becomes Apache Incubator project IBM donates machine learning tech to ApacheSpark open source community IBM's SystemML Moves Forward as Apache Incubator...
single computer cluster, including big data workloads such as Apache Hadoop and ApacheSpark, a distributed file system, a multi-model database management...
including Apache Kafka. Samza provides fault tolerance, isolation and stateful processing. Unlike batch systems such as Apache Hadoop or ApacheSpark, it provides...
data applications with cluster computing frameworks like Hadoop and ApacheSpark, as the compressed blocks can independently be decompressed. Seward made...
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