21 citations · 43 across the 3 of their papers we have counts for
3 papers
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…
Touché: Towards Ideal and Efficient Cache Compression By Mitigating Tag Area Overheads
Seokin Hong, Bulent Abali, Alper Buyuktosunoglu +2
Compression is seen as a simple technique to increase the effective cache capacity. Unfortunately, compression techniques either incur tag area overheads or restrict data placement…
Disaggregated and optically interconnected memory: when will it be cost effective?
Bulent Abali, Richard J. Eickemeyer, Hubertus Franke +2
The "Disaggregated Server" concept has been proposed for datacenters where the same type server resources are aggregated in their respective pools, for example a compute pool, memo…