60 citations · 98 across the 12 of their papers we have counts for
4 papers · 1 filter
Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks
Zacharaya Shabka, Georgios Zervas
Resource-disaggregated data centre architectures promise a means of pooling resources remotely within data centres, allowing for both more flexibility and resource efficiency under…
Traffic Generation for Benchmarking Data Centre Networks
Christopher W. F. Parsonson, Joshua L. Benjamin, Georgios Zervas
Benchmarking is commonly used in research fields, such as computer architecture design and machine learning, as a powerful paradigm for rigorously assessing, comparing, and develop…
On the Relationship Between Network Topology and Throughput in Mesh Optical Networks
Daniel Semrau, Shahzaib Durrani, Georgios Zervas +2
The relationship between topology and network throughput of arbitrarily-connected mesh networks is studied. Taking into account nonlinear channel properties, it is shown that throu…
PULSE: Optical circuit switched Data Center architecture operating at nanosecond timescales
Joshua L. Benjamin, Thomas Gerard, Domaniç Lavery +2
We introduce PULSE, a sub-microsecond optical circuit-switched data centre network architecture controlled by distributed hardware schedulers. PULSE is a flat architecture that use…