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  1. Ignite
  2. IGNITE-11163

[ML] Add hart beat tracker to DistributedInfModel

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    Details

    • Type: Improvement
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: 3.0
    • Component/s: ml
    • Labels:
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      Description

      Currently we have DistributedInfModel that allocates resources across the cluster and relies on close() method to release them (it implements AutoCloseable). It works well in case client node works correctly. If it doesn't resources might stay allocated and so that we'll get a memory leak.

      To mitigate this risk it's proposed to add hart beat mechanism that will track if client is alive or not from server (service) side.

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            • Assignee:
              zaleslaw Alexey Zinoviev
              Reporter:
              zaleslaw Alexey Zinoviev
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              • Created:
                Updated: