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From Thomas Weise <tho...@datatorrent.com>
Subject Re: Apex-119 - Distributed Operator design discussion
Date Thu, 12 Nov 2015 06:50:17 GMT
I would like to better understand the target use cases. This will also help
to analyze trade-offs.

The proposal of synchronizing all partitions at a window boundary affects
scalability, adds latency and dictates reset of all partitions on operator

There are different levels of support for such "distributed data
structure". For example, limiting each partition to single writer and
version based reads would allow for relaxation of synchronization needs.
Again, goals and pros and cons of different approaches need to be discussed.

On Tue, Nov 10, 2015 at 2:34 PM, Sandesh Hegde <sandesh@datatorrent.com>

> Hello All,
> Tim & I started working on Apex 119
> <https://malhar.atlassian.net/browse/APEX-119> and came up with the
> following design document.
> Idea is to treat all the partitions of an operator as a single unit, they
> all will work on the same window and if one of them fails all the
> partitions are brought back to common checkpoint.
> You can comment on the document, once it is finalized, we will attach the
> document to Jira.
> https://docs.google.com/document/d/1Rau76WxAycyN9vQqP2bqDWZAwLw0u23xSh0_5fQ1980/edit?usp=sharing
> Thanks
> Sandesh

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