Empowering cloud computing with network acceleration: a survey

L Rosa, L Foschini, A Corradi - IEEE Communications Surveys …, 2024 - ieeexplore.ieee.org
Modern interactive and data-intensive applications must operate under demanding time
constraints, prompting a shift toward the adoption of specialized software and hardware …

Towards {Domain-Specific} network transport for distributed {DNN} training

H Wang, H Tian, J Chen, X Wan, J **a, G Zeng… - … USENIX Symposium on …, 2024 - usenix.org
The nature of machine learning (ML) applications exposes rich characteristics to underlying
network transport, yet little work has been done so far to systematically exploit these …

Databases on modern networks: A decade of research that now comes into practice

A Lerner, C Binnig, P Cudré-Mauroux… - Proceedings of the …, 2023 - dl.acm.org
Modern cloud networks are a fundamental pillar of data-intensive applications. They provide
high-speed transaction (packet) rates and low overhead, enabling, for instance, truly …

High-throughput and flexible host networking for accelerated computing

A Skiadopoulos, Z **e, M Zhao, Q Cai… - … USENIX Symposium on …, 2024 - usenix.org
Modern network hardware is able to meet the stringent bandwidth demands of applications
like GPU-accelerated AI. However, existing host network stacks offer a hard tradeoff …

Enhancing load balancing with in-network recirculation to prevent packet reordering in lossless data centers

J Hu, Y He, W Luo, J Huang… - IEEE/ACM Transactions …, 2024 - ieeexplore.ieee.org
Many existing load balancing mechanisms work effectively in lossy datacenter networks
(DCNs), but they suffer from serious packet reordering in lossless Ethernet DCNs deployed …

Deploying user-space {TCP} at cloud scale with {LUNA}

L Zhu, Y Shen, E Xu, B Shi, T Fu, S Ma… - 2023 USENIX Annual …, 2023 - usenix.org
The TCP remains the workhorse protocol for many modern large-scale data centers.
However, the increasingly demanding performance expectations—led by advancement in …

Burstable cloud block storage with data processing units

J Shu, K Qian, E Zhai, X Liu, X ** - 18th USENIX Symposium on …, 2024 - usenix.org
Cloud block storage (CBS) is a key pillar of public clouds. Today's CBS distinguishes itself
from physical counterparts (eg, SSDs) by offering unique burst capability as well as …

Load balancing with multi-level signals for lossless datacenter networks

J Hu, C Zeng, Z Wang, J Zhang, K Guo… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
Various datacenter network (DCN) load balancing schemes have been proposed in the past
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …

Enabling load balancing for lossless datacenters

J Hu, C Zeng, Z Wang, J Zhang, K Guo… - 2023 IEEE 31st …, 2023 - ieeexplore.ieee.org
Various datacenter network (DCN) load balancing schemes have been proposed in the past
decade. Unfortunately, most of these solutions designed for lossy DCNs do not work well for …

Disaggregated database systems

J Wang, Q Zhang - Companion of the 2023 International Conference on …, 2023 - dl.acm.org
Disaggregated database systems achieve unprecedented excellence in elasticity and
resource utilization at the cloud scale and have gained great momentum from both industry …