4 citations · 6 across the 3 of their papers we have counts for
3 papers
Network Calculus Characterization of Congestion Control for Time-Varying Traffic
Harvinder Lehal, Natchanon Luangsomboon, Jörg Liebeherr
Models for the dynamics of congestion control generally involve systems of coupled differential equations. Universally, these models assume that traffic sources saturate the maximu…
On the Burstiness of Distributed Machine Learning Traffic
Natchanon Luangsomboon, Fahimeh Fazel, Jörg Liebeherr +3
Traffic from distributed training of machine learning (ML) models makes up a large and growing fraction of the traffic mix in enterprise data centers. While work on distributed ML…
A Round-Robin Packet Scheduler for Hierarchical Max-Min Fairness
Natchanon Luangsomboon, Jörg Liebeherr
Hierarchical link sharing addresses the demand for fine-grain traffic control at multiple levels of aggregation. At present, packet schedulers that can support hierarchical link sh…