-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
1 changed file
with
83 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,83 @@ | ||
Big Data Benchmark: Running Big Data Workloads on Bare Metal Clouds, Oracle and Amazon | ||
====================================================================================== | ||
|
||
Preprint: DOI: 10.13140/RG.2.2.12204.36486 `researchgate <https://www.researchgate.net/publication/325498880_Big_Data_Benchmarks_on_Bare_Metal_Cloud>`_ | ||
|
||
Bare Metal Comparison | ||
--------------------- | ||
|
||
.. figure:: docs/figures/oci_aws.png | ||
:align: left | ||
.. figure:: docs/figures/oci_aws_2.png | ||
:align: right | ||
|
||
Report Data | ||
^^^^^^^^^^^^ | ||
|
||
`AWS <bench/aws.i3.metal/1t32000iops/hibench.report>`_ | ||
`OCI <bench/oci.bm.standard2.52/16t/hibench.report>`_ | ||
|
||
Server | ||
^^^^^^^ | ||
|
||
- 1 x OCI BM.Standard2.52 | ||
- 1 x AWS i3.metal | ||
|
||
Block Storage | ||
^^^^^^^^^^^^^^ | ||
|
||
- OCI: 1TB with 25000IOPS | ||
- AWS: 1TB with 32000IOPS | ||
|
||
* mounted with xfs | ||
|
||
HiBench 7.0 | ||
^^^^^^^^^^^ | ||
|
||
- Hadoop 2.7.5 + CDH using Docker with Centos 7 base image | ||
|
||
``docker pull lee212/hibench-docker-cdh`` | ||
|
||
- Hadoop 3.0.1 is under development | ||
|
||
``docker pull lee212/hadoop:3.0.1`` | ||
|
||
Data Size | ||
""""""""" | ||
|
||
Small, large in `micro <https://github.com/intel-hadoop/HiBench/tree/master/conf/workloads/micro>`_ | ||
|
||
Storage Comparion | ||
--------------------- | ||
|
||
.. figure:: docs/figures/oci_io.png | ||
|
||
Report Data | ||
^^^^^^^^^^^^ | ||
|
||
`local NVMe <bench/oci.bm.denseio2.52/local/hibench.report.2>`_ | ||
`50g 3000IOPS <bench/oci.bm.denseio2.52/50g3000iops/hibench.report>`_ | ||
`1T 25000IOPS <bench/oci.bm.standard2.52/1t/hibench.report>`_ | ||
|
||
Server | ||
^^^^^^^ | ||
|
||
- 1 x OCI BM.Standard2.52 | ||
- 1 x OCI BM.DenseIO2.52 | ||
|
||
Storage Options | ||
^^^^^^^^^^^^^^^ | ||
|
||
- local NVMe | ||
- 50G block | ||
- 1T and 16T block | ||
|
||
* mounted with xfs | ||
|
||
|
||
Hadoop configuration | ||
-------------------- | ||
|
||
`conf <docs/hadoop/conf>`_ | ||
|
||
|