60 citations · 98 across the 12 of their papers we have counts for
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cs.DS2023
A Vectorised Packing Algorithm for Efficient Generation of Custom Traffic Matrices
Christoper W. F. Parsonson, Joshua L. Benjamin, Georgios Zervas
We propose a new algorithm for generating custom network traffic matrices which achieves 13x, 38x, and 70x faster generation times than prior work on networks with 64, 256, and 102…
cs.LG2023
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks
Christopher W. F. Parsonson, Zacharaya Shabka, Alessandro Ottino +1
From natural language processing to genome sequencing, large-scale machine learning models are bringing advances to a broad range of fields. Many of these models are too large to b…