MQL: ML-assisted queuing latency analysis for data center networks

SY Narayana, J Tong, A Krishnakumar… - … Analysis of Systems …, 2023 - ieeexplore.ieee.org
Data center network (DCN) performance analysis is becoming increasingly critical due to the
growing data center scale and proliferation of latency-critical applications. Packetlevel …

Comprehensive Performance and Robustness Analysis of Expander-Based Data Centers

M Al Adraa, C Assi, M Almekhlafi… - … on Network and …, 2023 - ieeexplore.ieee.org
Data center networks have been gaining a lot of attention in recent years. These networks
are scaling up quickly with the explosive nature of current applications. Lately, a lot of efforts …

[HTML][HTML] Approximate Moore graphs are good expanders

M Dinitz, M Schapira, G Shahaf - Journal of Combinatorial Theory, Series B, 2020 - Elsevier
We revisit the classical question of the relationship between the diameter of a graph and its
expansion properties. One direction is well understood: expander graphs exhibit essentially …

Flexible optical interconnects for efficient resource utilization and distributed machine learning training in disaggregated architectures

M Glick, Z Wu, S Yan, Z Zhu… - Metro and Data Center …, 2022 - spiedigitallibrary.org
The explosive growth in data analytics is driving an intensely growing need for compute
performance. We will review our ARPA-E PINE ENLITENED experimental testbed and …

[PDF][PDF] Exploring Morphing DDoS Attacks

N Kernbach - nsg.ee.ethz.ch
Abstract In recent years, Distributed Denial of Service (DDoS) attacks have significantly
evolved and became increasingly sophisticated. A novel form of these are morphing DDoS …

[BOOK][B] Performance Modelling: Acceleration and Optimisation of Networks at Different Scale

SY Narayana - 2024 - search.proquest.com
As multicore processors continue to scale, Networks-on-Chips (NoCs) have emerged as the
de facto on-chip interconnect solution. However, industrial NoCs are complex, comprising …

Expanding Horizons: A Comprehensive Exploration of Robustness, Performance and Programmable Data Plane Routing in Next Generation Data Centers

M Al Adraa - 2023 - spectrum.library.concordia.ca
In recent years, data center networks have garnered significant attention, rapidly scaling up
to meet the demands of the explosive nature of current applications. One notable facet …

Large Fixed-Diameter Graphs are Good Expanders

M Dinitz, M Schapira, G Shahaf - arxiv preprint arxiv:1611.01755, 2016 - arxiv.org
We revisit the classical question of the relationship between the diameter of a graph and its
expansion properties. One direction is well understood: expander graphs exhibit essentially …