4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 4 cited
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
Mark Zhao, Dhruv Choudhary, Devashish Tyagi +9
We present RecD (Recommendation Deduplication), a suite of end-to-end infrastructure optimizations across the Deep Learning Recommendation Model (DLRM) training pipeline. RecD addr…
cs.DC2017
The Cloudlet Bazaar Dynamic Markets for the Small Cloud
Ranjan Pal, Sung-Han Lin, Aditya Ahujay +1
The recent emergence of the small cloud (SC), both in concept and in practice, has been driven mainly by issues related to service cost and complexity of commercial cloud providers…
cs.DC2017
SC-Share: Performance Driven Resource Sharing Markets for the Small Cloud
Sung-Han Lin, Ranjan Pal, Marco Paolieri +1
Small-scale clouds (SCs) often suffer from resource under-provisioning during peak demand, leading to inability to satisfy service level agreements (SLAs) and consequent loss of cu…