Anand Sivasubramaniam

Right-Sizing Geo-distributed Data Centers for Availability and Latency

2017

We show cloud developers how to right size data center (DC) capacity for geo-distributed applications deployed on several multi-megawatt DCs, possibly also using many smaller edge DCs. Note that capacity considerations for a geo-distributed infrastructure …

Optimizing CPU Performance for Recommendation Systems At-Scale

2023

Deep Learning Recommendation Models (DLRMs) are very popular in personalized recommendation systems and are a major contributor to the data-center AI cycles. Due to the high computational and memory bandwidth needs of DLRMs, specifically the …