As applications demand increasing memory capacity in clouds, memory pooling provides a cost-effective way to improve utilization and expand capacity. Compute Express Link (CXL), which enables high-performance direct access to remote memory, makes this approach increasingly practical. However, existing studies of memory...
Guang-Qiang Luan, Pu Pang, Quan Chen et al.· Proceedings of the Internati...· 0 citations
AFlex is a framework that jointly optimizes resource provisioning and GPU frequency scaling for disaggregated A/F serving and reduces energy per token by up to 49% over state-of-the-art disaggregated serving and 48% over frequency-scaling systems while satisfying TTFT and TPOT SLOs.
Cun-Chen Hu, Liangliang Xu, Tianyu Liu et al.· 0 citations
As applications demand increasing memory capacity in clouds, memory pooling provides a cost-effective way to improve utilization and expand capacity. Compute Express Link (CXL), which enables high-performance direct access to remote memory, makes this approach increasingly practical. However, existing studies of memory...
Guangqiang Luan, Pu Pang, Quan Chen et al.· Proceedings of the Internati...· 0 citations
UVirtio introduces a device-profile-based virtual hardware abstraction layer that minimizes performance overhead, and implements a live migration mechanism using differential packing, providing a scalable and agile virtualization solution for the ubiquitous computing frontier.
Muliang Shou, Yufan Jiang, Tianlei Xiong et al.· ACM Transactions on Architec...· 0 citations
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