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cs.NI2023
Meili: Enabling SmartNIC as a Service in the Cloud
Qiang Su, Shaofeng Wu, Zhixiong Niu +5
SmartNICs are touted as an attractive substrate for network application offloading, offering benefits in programmability, host resource saving, and energy efficiency. The current u…
cs.CL2023
Adaptive Gating in Mixture-of-Experts based Language Models
Jiamin Li, Qiang Su, Yitao Yang +3
Large language models, such as OpenAI's ChatGPT, have demonstrated exceptional language understanding capabilities in various NLP tasks. Sparsely activated mixture-of-experts (MoE)…