A Tale of Two Scales: Reconciling Horizontal and Vertical Scaling for Inference Serving Systems
Inference serving is of great importance in deploying machine learning models in real-world
applications, ensuring efficient processing and quick responses to inference requests …
applications, ensuring efficient processing and quick responses to inference requests …
Towards Democratic Computing
The Internet fosters democratic principles, bringing information, services, and social contacts
to everyone's fingertips. Conversely, rampant monopolization, exploitation, and …
to everyone's fingertips. Conversely, rampant monopolization, exploitation, and …
Machine Learning in Container Orchestration Systems: Applications and Deployment
S Ghafouri - 2024 - qmro.qmul.ac.uk
In recent years, machine learning methods, particularly Reinforcement Learning, have
become increasingly popular for addressing resource management challenges, notably in …
become increasingly popular for addressing resource management challenges, notably in …