FT K-Means: A High-Performance K-Means on GPU with Fault Tolerance

S Wu, Y Ding, Y Zhai, J Liu, J Huang… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
K-means is a widely used algorithm in clustering, how-ever, its efficiency is primarily
constrained by the computational cost of distance computing. Existing implementations …

DGRO: Diameter-Guided Ring Optimization for Integrated Research Infrastructure Membership

S Wu, K Raghavan, S Di, Z Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Logical ring is a core component in membership protocol. However, the logic ring fails to
consider the underlying physical latency, resulting in a high diameter. To address this issue …