Dejan Milojičić

The Next Wave in Cloud Systems Architecture

2021 · Computer

Twenty-five years ago, no one expected services to be seamlessly and consistently delivered across campuses and edge. It is now possible to envision machine learning-powered services capable of scaling to the reliability, performance, and security …

Fine-grained accelerator partitioning for Machine Learning and Scientific Computing in Function as a Service Platform

2023

Function-as-a-service (FaaS) is a promising execution environment for high-performance computing (HPC) and machine learning (ML) applications as it offers developers a simple way to write and deploy programs. Nowadays, GPUs and other accelerators are indispensable …