Lovelock: Towards smart nic-hosted clusters

SJ Park, R Govindan, K Shen, D Culler, F Özcan… - arxiv preprint arxiv …, 2023 - arxiv.org
Traditional cluster designs were originally server-centric, and have evolved recently to
support hardware acceleration and storage disaggregation. In applications that leverage …

Characterizing Network Requirements for GPU API Remoting in AI Applications

T Wang, Z Chen, X Wei, J Gu, R Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
GPU remoting is a promising technique for supporting AI applications. Networking plays a
key role in enabling remoting. However, for efficient remoting, the network requirements in …

It's the People, Not the Placement: Rethinking Allocations in Post-Moore Clouds

T Harith, A Kaufmann - arxiv preprint arxiv:2501.11185, 2025 - arxiv.org
The Cambrian explosion of new accelerators, driven by the slowdown of Moore's Law, has
created significant resource management challenges for modern IaaS clouds. Unlike the …

Efficient Data Processing on Modern Hardware

M Bandle - 2024 - mediatum.ub.tum.de
This work focuses on the challenges of efficient data processing in high-performance
database systems. We study two fundamental database operators: approximate filters and …