4 papers
Hierarchical Adversarial Bandits for Online Configuration Optimization
Gil Shabat, Chen Avin, Shie Mannor +3
Motivated by Online Configuration Optimization in large, dynamic parameter spaces, this work studies the nonstochastic multi-armed bandit (MAB) problem in metric action spaces with…
A Separation Between Optimal Demand-Oblivious and Demand-Aware Network Throughput
Matthias Bentert, Chen Avin, Stefan Schmid
The performance of distributed applications often critically depends on the interconnecting network or more specifically on its throughput: how fast data can be carried across a ne…
Vermilion: A Traffic-Aware Reconfigurable Optical Interconnect with Formal Throughput Guarantees
Vamsi Addanki, Chen Avin, Goran Dario Knabe +6
The increasing gap between datacenter traffic volume and the capacity of electrical switches has driven the development of reconfigurable network designs utilizing optical circuit…
Revolutionizing Datacenter Networks via Reconfigurable Topologies
Chen Avin, Stefan Schmid
With the popularity of cloud computing and data-intensive applications such as machine learning, datacenter networks have become a critical infrastructure for our digital society.…