2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.DC2025
λScale: Enabling Fast Scaling for Serverless Large Language Model Inference
Minchen Yu, Rui Yang, Chaobo Jia +9
Serverless computing has emerged as a compelling solution for cloud-based model inference. However, as modern large language models (LLMs) continue to grow in size, existing server…
cs.DC2024
Protecting Confidentiality, Privacy and Integrity in Collaborative Learning
Dong Chen, Alice Dethise, Istemi Ekin Akkus +6
A collaboration between dataset owners and model owners is needed to facilitate effective machine learning (ML) training. During this collaboration, however, dataset owners and mod…
cs.DC2024★ 2 cited
FaaSTube: Optimizing GPU-oriented Data Transfer for Serverless Computing
Hao Wu, Junxiao Deng, Minchen Yu +5
Serverless computing has gained significant traction for machine learning inference applications, which are often deployed as serverless workflows consisting of multiple CPU and GP…