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The network needs to provide high throughput between servers to ensure that computations are not slowed down by network bottlenecks, with servers waiting on.
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ECMP does not differentiate between elephant and mice flows, creates head-of-line blocking for mice flows in the egress port buffer, and results in long tail latency.
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