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Network congestion is an important factor affecting the performance of large scale jobs in supercomputing clusters, especially with the wide deployment of multi-core processors. The blocking nature of current day collectives makes such congestion a critical factor in their performance. On the other hand, modern interconnects like InfiniBand provide one with many novel features such as Virtual Lanes aimed at delivering better performance to end applications. Theoretical research in the field of network congestion indicate Head of Line (HoL) blocking as a common causes for congestion and the use of multiple virtual lanes as one of the ways to alleviate it.
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