2 papers
cs.NI2025
PRIME: Pseudo-Random Integrated Multi-Part Entropy for Adaptive Packet Spraying in AI/ML Data centers
Ashkan Sobhani, Sogand Sadrhaghighi, Xingjun Chu
Large-scale distributed training in production data centers place significant demands on network infrastructure. In particular, significant load balancing challenges arise when pro…
cs.NI2024
Coordinated Sampling in SDNs with Dynamic Flow Rates
Soroosh Esmaeilian, Mahdi Dolati, Sogand Sadrhaghighi +1
Traffic sampling has become an indispensable tool in network management. While there exists a plethora of sampling systems, they generally assume flow rates are stable and predicta…