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From "Sergey Shelukhin (JIRA)" <j...@apache.org>
Subject [jira] [Assigned] (HIVE-17481) LLAP workload management (umbrella)
Date Thu, 07 Sep 2017 21:55:00 GMT

     [ https://issues.apache.org/jira/browse/HIVE-17481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Sergey Shelukhin reassigned HIVE-17481:
---------------------------------------


> LLAP workload management (umbrella)
> -----------------------------------
>
>                 Key: HIVE-17481
>                 URL: https://issues.apache.org/jira/browse/HIVE-17481
>             Project: Hive
>          Issue Type: New Feature
>            Reporter: Sergey Shelukhin
>            Assignee: Sergey Shelukhin
>
> This effort is intended to improve various aspects of cluster sharing for LLAP. Some
of these are applicable to non-LLAP queries and may later be extended to all queries. Administrators
will be able to specify and apply policies for workload management ("resource plans") that
apply to the entire cluster, with only one resource plan being active at a time. The policies
will be created and modified using new Hive DML statements. 
> The policies will cover:
> * Dividing the cluster into a set of (optionally, nested) query pools that are each allocated
a fraction of the cluster, a set query parallelism, resource sharing policy between queries,
and potentially others like priority, etc.
> * Mapping the incoming queries into pools based on the query user, groups, explicit configuration,
etc.
> * Specifying rules that perform actions on queries based on counter values (e.g. killing
or moving queries).
> One would also be able to switch policies on a live cluster without (usually) affecting
running queries, including e.g. to change policies for daytime and nighttime usage patterns,
and other similar scenarios. The switches would be safe and atomic; versioning may eventually
be supported.
> Some implementation details:
> * WM will only be supported in HS2 (for obvious reasons).
> * All LLAP query AMs will run in "interactive" YARN queue and will be fungible between
Hive pools.
> * We will use the concept of "guaranteed tasks" (also known as ducks) to enforce cluster
allocation without a central scheduler and without compromising throughput. Guaranteed tasks
preempt other (speculative) tasks and are distributed from HS2 to AMs, and from AMs to tasks,
in accordance with percentage allocations in the policy. Each "duck" corresponds to a CPU
resource on the cluster. The implementation will be isolated so as to allow different ones
later.
> * In future, we may consider improved task placement and late binding, similar to the
ones described in Sparrow paper, to work around potential hotspots/etc. that are not avoided
with the decentralized scheme.
> * Only one HS2 will initially be supported to avoid split-brain workload management.
We will also implement (in a tangential set of work items) active-passive HS2 recovery. Eventually,
we intend to switch to full active-active HS2 configuration with shared WM and Tez session
pool (unlike the current case with 2 separate session pools). 



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