Apache Tez
E702185
Apache Software Foundation project
big data processing engine
distributed data processing framework
open-source software
Apache Tez is a distributed data processing framework designed for building high-performance batch and interactive data workflows on Hadoop.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Apache Tez canonical | 3 |
| Apache Hive on Tez | 1 |
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
Apache Software Foundation project
ⓘ
big data processing engine ⓘ distributed data processing framework ⓘ open-source software ⓘ |
| category |
big data framework
ⓘ
data processing engine ⓘ |
| deploymentModel |
cloud-based Hadoop clusters
ⓘ
on-premises clusters ⓘ |
| designedFor |
data workflows on Hadoop
ⓘ
high-performance batch data processing ⓘ interactive data processing ⓘ |
| developedBy | Apache Software Foundation NERFINISHED ⓘ |
| ecosystem | Apache Hadoop NERFINISHED ⓘ |
| enables |
complex data processing pipelines
ⓘ
multi-stage data transformations ⓘ |
| executionModel | DAG of tasks ⓘ |
| feature |
container reuse
ⓘ
data locality optimization ⓘ dynamic DAG optimization ⓘ fault tolerance ⓘ session reuse ⓘ speculative execution ⓘ vertex parallelism ⓘ |
| goal |
improve performance over MapReduce
ⓘ
provide flexible execution framework ⓘ reduce latency of Hadoop jobs ⓘ |
| integratesWith |
Apache Hadoop YARN
NERFINISHED
ⓘ
Apache Hive NERFINISHED ⓘ Apache Pig NERFINISHED ⓘ |
| license | Apache License 2.0 ⓘ |
| optimizedFor |
high-throughput data processing
ⓘ
low-latency data processing ⓘ |
| partOf | Hadoop ecosystem ⓘ |
| programmingLanguage | Java ⓘ |
| replaces | MapReduce in some Hadoop workloads ⓘ |
| repository | https://github.com/apache/tez ⓘ |
| runsOn | Hadoop YARN NERFINISHED ⓘ |
| supports |
DAG-based data processing
ⓘ
Hive NERFINISHED ⓘ Pig NERFINISHED ⓘ SQL-on-Hadoop engines ⓘ batch processing ⓘ interactive queries ⓘ user-defined data processing applications ⓘ |
| usedBy |
Apache Cascading
NERFINISHED
ⓘ
Apache Hive NERFINISHED ⓘ Apache Pig NERFINISHED ⓘ |
| uses | directed acyclic graphs ⓘ |
| website | https://tez.apache.org ⓘ |
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Apache Hive on Tez