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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.
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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