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https://issues.apache.org/jira/browse/YARN-8446?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Weiwei Yang updated YARN-8446:
------------------------------
Description:
To better support long running jobs and services, we need to extend YARN to
support other resources, such as disk, IP, port. Current resource types is not
flexible enough to make this work because it only supports COUNTABLE type which
is single value.
Propose to extend resource types by adding two more general types, such as SET,
MULTIDIMENSIONAL (naming TBD). With schema like
*SET*: a set of values
{noformat}
["10.100.0.1", "10.100.0.2"]
["9981", "9982", "9983"]
{noformat}
*MULTIDIMENSIONAL*: a set of values, each value can be a resource instance with
multiple values.
{noformat}
[ disk1 : { attributes: { "type" : "SATA", "index" : 1 }, "size" : "500gb",
"iops" : "1000" },
disk2 : { attributes: { "type" : "SSD", "index" : 2 }, "size" : "100gb",
"iops" : "1000" } ]
{noformat}
this way, we could support better resource management and isolations. The idea
is to make this as general as possible so we can easily support some other
complex resources.
was:
To better support long running jobs and services, we need to extend YARN to
support other resources, such as disk, IP, port. Current resource types is not
flexible enough to make this work because it only supports COUNTABLE type which
is single value.
Propose to extend resource types by adding two more general types, such as SET,
MULTIDIMENSIONAL (naming TBD). With schema like
*SET*: a set of values
{noformat}
["10.100.0.1", "10.100.0.2"]
["9981", "9982", "9983"]
{noformat}
*MULTIDIMENSIONAL*: a set of values, each value can be a resource instance with
multiple values.
{noformat}
[ disk1 : { attributes: { "type" : "SATA", "index" : 1 }, "size" : "500gb",
"iops" : "1000" },
disk2 : { attributes: { "type" : "SSD", "index" : 2 }, "size" : "100gb",
"iops" : "1000" } ]
{noformat}
this way, we could support better resource management and isolations. The idea
is to make this as general as possible so we can easily support some other
complex resources.
> Support of managing multi-dimensional resources
> -----------------------------------------------
>
> Key: YARN-8446
> URL: https://issues.apache.org/jira/browse/YARN-8446
> Project: Hadoop YARN
> Issue Type: New Feature
> Reporter: Weiwei Yang
> Priority: Major
>
> To better support long running jobs and services, we need to extend YARN to
> support other resources, such as disk, IP, port. Current resource types is
> not flexible enough to make this work because it only supports COUNTABLE type
> which is single value.
> Propose to extend resource types by adding two more general types, such as
> SET, MULTIDIMENSIONAL (naming TBD). With schema like
> *SET*: a set of values
> {noformat}
> ["10.100.0.1", "10.100.0.2"]
> ["9981", "9982", "9983"]
> {noformat}
> *MULTIDIMENSIONAL*: a set of values, each value can be a resource instance
> with multiple values.
> {noformat}
> [ disk1 : { attributes: { "type" : "SATA", "index" : 1 }, "size" : "500gb",
> "iops" : "1000" },
> disk2 : { attributes: { "type" : "SSD", "index" : 2 }, "size" : "100gb",
> "iops" : "1000" } ]
> {noformat}
> this way, we could support better resource management and isolations. The
> idea is to make this as general as possible so we can easily support some
> other complex resources.
>
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