2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 2 cited
EFloat: Entropy-coded Floating Point Format for Compressing Vector Embedding Models
Rajesh Bordawekar, Bulent Abali, Ming-Hung Chen
In a large class of deep learning models, including vector embedding models such as word and database embeddings, we observe that floating point exponent values cluster around a fe…
cs.DC2013
Deadline is not Enough: How to Achieve Importance-aware Server-centric Data Centers via a Cross Layer Approach
Ming-Hung Chen, Shi-Chen Wang, Cheng-Fu Chou
Today's datacenters face important challenges for providing low-latency high-quality interactive services to meet user's expectation. For improving the application throughput, rece…