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Based on a mathematical formulation of imbalance and aggregation cost (where aggregation cost directly depends on the number of operator instancesthat receive and process events with the same key), they propose several heuristic splitting methodsthat aim to minimize both imbalance and aggregation cost for a given operator and a dataparallel SP .
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