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  • The common layer between yarn and standalone model is the TaskNameGrouper abstraction(which is part of JobModel generation phase) which will encapsulate the host aware task assignment to processors.
  • Deprecate different flavors of existing TaskNameGrouper implementations(each one of them primarily grouping TaskModel into containers) and provide a single unified contract which is agnostic and supported in different deployment models(standalone/yarn).
  • Introduction of MetaDataStore abstraction which will be used to store and retrieve processor and task locality information for different deployment models in appropriate storage layers(. Kafka be will be used as locality storage layer for yarn and zookeeper will be used as storage layer in for standalone).
  • In the old modelexisting implementation, only the processor locality will be used to generate task to processor assignments. In the new model, both the last reported task locality and processor locality of a stream application will be used when generating task to processor assignments in both the yarn and standalone models.

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