Neural network meets DCN: Traffic-driven topology adaptation with deep learning

M Wang, Y Cui, S Xiao, X Wang, D Yang… - Proceedings of the …, 2018 - dl.acm.org
The emerging optical/wireless topology reconfiguration technologies have shown great
potential in improving the performance of data center networks. However, it also poses a big …

EdgeLSTM: Towards deep and sequential edge computing for IoT applications

D Wu, H Xu, Z Jiang, W Yu, X Wei… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
The time series data generated by massive sensors in Internet of Things (IoT) is extremely
dynamic, heterogeneous, large scale and time-dependent. It poses great challenges (eg …

Congestion control for cross-datacenter networks

G Zeng, W Bai, G Chen, K Chen, D Han… - IEEE/ACM …, 2022 - ieeexplore.ieee.org
Geographically distributed applications hosted on cloud are becoming prevalent. They run
on cross-datacenter network that consists of multiple data center networks (DCNs) …

Empowering self-driving networks

P Kalmbach, J Zerwas, P Babarczi, A Blenk… - Proceedings of the …, 2018 - dl.acm.org
As emerging network technologies and softwareization render networks more flexible, the
question arises of how to exploit these flexibilities for optimization. Given the complexity of …

Characterizing the algorithmic complexity of reconfigurable data center architectures

KT Foerster, M Ghobadi, S Schmid - Proceedings of the 2018 …, 2018 - dl.acm.org
Emerging data center architectures are becoming reconfigurable. While prior work has
shown the practical benefits of reconfigurable topologies, the underlying algorithmic …

Cost-effective capacity provisioning in wide area networks with Shoofly

R Singh, N Bjorner, S Shoham, Y Yin, J Arnold… - Proceedings of the …, 2021 - dl.acm.org
In this work we propose Shoofly, a network design tool that minimizes hardware costs of
provisioning long-haul capacity by optically bypassing network hops where conversion of …

On the benefits of joint optimization of reconfigurable CDN-ISP infrastructure

J Zerwas, I Poese, S Schmid… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
ISP networks have become a critical infrastructure in our society. Traffic in these networks is
growing and is increasingly dominated by a small number of large CDNs connecting at …

Competitive analysis for online scheduling in software-defined optical WAN

S Jia, X Jin, G Ghasemiesfeh, J Ding… - IEEE INFOCOM 2017 …, 2017 - ieeexplore.ieee.org
Modern planetary-scale online services have massive data to transfer over the wide area
network (WAN). Due to the tremendous cost of building WANs and the stringent timing …

{DCCast}: Efficient point to multipoint transfers across datacenters

M Noormohammadpour, CS Raghavendra… - 9th USENIX Workshop …, 2017 - usenix.org
Using multiple datacenters allows for higher availability, load balancing and reduced latency
to customers of cloud services. To distribute multiple copies of data, cloud providers depend …

P4Resilience: Scalable resilience for multi-failure recovery in SDN with programmable data plane

Z Li, Y Hu, J Wu, J Lu - Computer Networks, 2022 - Elsevier
Network failures are common in all kinds of networks, from data centers to wide-area
networks. The current network mainly adopts reactive and proactive failure recovery …